Image: Kaggle competition pageKaggle · 2023
RSNA Screening Mammography Breast Cancer Detection
Find breast cancers in screening mammograms
- Placements
- 10
- Teams
- 1,687
- Prize pool
- $50,000
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Classified public GitHub repositories1,022Repository metadata matched to this vertical; classifications are multi-label and non-additive.View evidence Research works citing Albumentations390Public citations assigned to this vertical. Citation evidence is not deployment evidence.View evidence Competition records33Released-package competition records tagged to this vertical.View evidence Verified Hugging Face artifacts121Public models, datasets, and Spaces with code-use or runtime-dependency evidence.View evidence ML competitions
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Image: Kaggle competition pageKaggle · 2021
SIIM-FISABIO-RSNA COVID-19 Detection
Identify and localize COVID-19 abnormalities on chest radiographs
- Placements
- 9
- Teams
- 1,305
- Prize pool
- $100,000
Image: Kaggle competition pageKaggle · 2020
RSNA STR Pulmonary Embolism Detection
Classify Pulmonary Embolism cases in chest CT scans
- Placements
- 9
- Teams
- 784
- Prize pool
- $30,000
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Published 2021
A review of medical image data augmentation techniques for deep learning applications951 citations to this work.
Published 2021
TorchIO: A Python library for efficient loading, preprocessing, augmentation and patch-based sampling of medical images in deep learning600 citations to this work.
Published 2020
Transformation-Consistent Self-Ensembling Model for Semisupervised Medical Image Segmentation540 citations to this work.
Published 2021
End-to-end privacy preserving deep learning on multi-institutional medical imaging477 citations to this work.
Published 2023
Brain Tumor Detection Based on Deep Learning Approaches and Magnetic Resonance Imaging440 citations to this work.
Published 2022
Data augmentation for medical imaging: A systematic literature review387 citations to this work.
Published 2022
A Robust Approach for Brain Tumor Detection in Magnetic Resonance Images Using Finetuned EfficientNet323 citations to this work.
Published 2022
Medical image segmentation using deep semantic-based methods: A review of techniques, applications and emerging trends288 citations to this work.
Published 2024
CellViT: Vision Transformers for precise cell segmentation and classification285 citations to this work.
Published 2021
MoNuSAC2020: A Multi-Organ Nuclei Segmentation and Classification Challenge202 citations to this work.
Published 2023
A survey on deep learning for skin lesion segmentation181 citations to this work.
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Znet: Deep Learning Approach for 2D MRI Brain Tumor Segmentation165 citations to this work.
Published 2021
BS-Net: Learning COVID-19 pneumonia severity on a large chest X-ray dataset141 citations to this work.
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An Analysis on Ensemble Learning Optimized Medical Image Classification With Deep Convolutional Neural Networks122 citations to this work.
Published 2021
FusionM4Net: A multi-stage multi-modal learning algorithm for multi-label skin lesion classification119 citations to this work.
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TIAToolbox as an end-to-end library for advanced tissue image analytics114 citations to this work.
Published 2022
SinGAN-Seg: Synthetic training data generation for medical image segmentation114 citations to this work.
Published 2022
Multi-Label Retinal Disease Classification Using Transformers110 citations to this work.
Published 2021
MANet: A two-stage deep learning method for classification of COVID-19 from Chest X-ray images88 citations to this work.
Published 2022
Robust deep learning-based semantic organ segmentation in hyperspectral images86 citations to this work.
Published 2024
Recent deep learning-based brain tumor segmentation models using multi-modality magnetic resonance imaging: a prospective survey85 citations to this work.
Published 2021
Deep learning segmentation of transverse musculoskeletal ultrasound images for neuromuscular disease assessment74 citations to this work.
Published 2021
Training on Polar Image Transformations Improves Biomedical Image Segmentation67 citations to this work.
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Prior Attention Network for Multi-Lesion Segmentation in Medical Images66 citations to this work.
Published 2021
Semi-supervised training of deep convolutional neural networks with heterogeneous data and few local annotations: An experiment on prostate histopathology image classification63 citations to this work.
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Liver, kidney and spleen segmentation from CT scans and MRI with deep learning: A survey62 citations to this work.
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MedFusionGAN: multimodal medical image fusion using an unsupervised deep generative adversarial network62 citations to this work.
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High-resolution photoacoustic microscopy with deep penetration through learning60 citations to this work.
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Overcoming data scarcity in biomedical imaging with a foundational multi-task model58 citations to this work.
Published 2020
Deep Learning Predicts HPV Association in Oropharyngeal Squamous Cell Carcinomas and Identifies Patients with a Favorable Prognosis Using Regular H&E Stains57 citations to this work.
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Utility of artificial intelligence with deep learning of hematoxylin and eosin-stained whole slide images to predict lymph node metastasis in T1 colorectal cancer using endoscopically resected specimens; prediction of lymph node metastasis in T1 colorectal cancer56 citations to this work.
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Resources for image-based high-throughput phenotyping in crops and data sharing challenges55 citations to this work.
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Deployed Deep Learning Kidney Segmentation for Polycystic Kidney Disease MRI54 citations to this work.
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DermoSegDiff: A Boundary-Aware Segmentation Diffusion Model for Skin Lesion Delineation49 citations to this work.
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Multi-level dilated residual network for biomedical image segmentation43 citations to this work.
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Deep Learning Methods for Screening Pulmonary Tuberculosis Using Chest X-rays43 citations to this work.
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MANet: a multi-attention network for automatic liver tumor segmentation in computed tomography (CT) imaging40 citations to this work.
Published 2020
Deep Learning With Conformal Prediction for Hierarchical Analysis of Large-Scale Whole-Slide Tissue Images40 citations to this work.
Published 2023
Segmentation of thyroid glands and nodules in ultrasound images using the improved U-Net architecture37 citations to this work.
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A self-supervised contrastive learning approach for whole slide image representation in digital pathology36 citations to this work.
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Deep Interactive Learning-based ovarian cancer segmentation of H&E-stained whole slide images to study morphological patterns of BRCA mutation36 citations to this work.
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A novel explainable AI framework for medical image classification integrating statistical, visual, and rule-based methods34 citations to this work.
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Weighted average ensemble-based semantic segmentation in biological electron microscopy images32 citations to this work.
Published 2023
Efficient multi-objective evolutionary neural architecture search for U-Nets with diamond atrous convolution and Transformer for medical image segmentation30 citations to this work.
Published 2023
Domain-guided data augmentation for deep learning on medical imaging30 citations to this work.
Published 2023
Phenotyping grapevine red blotch virus and grapevine leafroll-associated viruses before and after symptom expression through machine-learning analysis of hyperspectral images29 citations to this work.
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From pixels to insights: Machine learning and deep learning for bioimage analysis28 citations to this work.
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Probabilistic Modeling of Inter- and Intra-observer Variability in Medical Image Segmentation28 citations to this work.
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Survival prediction on intrahepatic cholangiocarcinoma with histomorphological analysis on the whole slide images26 citations to this work.
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Semantic segmentation guided detector for segmentation, classification, and lesion mapping of acute ischemic stroke in MRI images26 citations to this work.
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Explainable convolutional neural networks for assessing head and neck cancer histopathology26 citations to this work.
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Deep Learning-Based Four-Region Lung Segmentation in Chest Radiography for COVID-19 Diagnosis25 citations to this work.
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Structure-Oriented Transformer for retinal diseases grading from OCT images24 citations to this work.
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Error-Correcting Mean-Teacher: Corrections instead of consistency-targets applied to semi-supervised medical image segmentation24 citations to this work.
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Grain size analysis in permanent magnets from Kerr microscopy images using machine learning techniques23 citations to this work.
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Learning Representations with Contrastive Self-Supervised Learning for Histopathology Applications23 citations to this work.
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Multi-scale morphology-aided deep medical image segmentation22 citations to this work.
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Segmenting medical images with limited data22 citations to this work.
Published 2021
Simultaneous Segmentation of Fetal Hearts and Lungs for Medical Ultrasound Images via an Efficient Multi-scale Model Integrated With Attention Mechanism22 citations to this work.
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Automated Annotator Variability Inspection for Biomedical Image Segmentation21 citations to this work.
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Differentiable Automatic Data Augmentation by Proximal Update for Medical Image Segmentation21 citations to this work.
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Evaluating generic AutoML tools for computational pathology20 citations to this work.
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Nuclei instance segmentation from histopathology images using Bayesian dropout based deep learning20 citations to this work.
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Design and development of artificial intelligence‐based application programming interface for early detection and diagnosis of colorectal cancer from wireless capsule endoscopy images19 citations to this work.
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AI‐Equipped Scanning Probe Microscopy for Autonomous Site‐Specific Atomic‐Level Characterization at Room Temperature19 citations to this work.
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A VAN-Based Multi-Scale Cross-Attention Mechanism for Skin Lesion Segmentation Network19 citations to this work.
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Tree-Based Codification in Neural Architecture Search for Medical Image Segmentation19 citations to this work.
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MaS-TransUNet: A Multiattention Swin Transformer U-Net for Medical Image Segmentation19 citations to this work.
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Advancing Ocular Imaging: A Hybrid Attention Mechanism-Based U-Net Model for Precise Segmentation of Sub-Retinal Layers in OCT Images19 citations to this work.
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LungHist700: A dataset of histological images for deep learning in pulmonary pathology18 citations to this work.
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Brachial Plexus Nerve Trunk Recognition From Ultrasound Images: A Comparative Study of Deep Learning Models18 citations to this work.
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Detection of Human Visceral Leishmaniasis Parasites in Microscopy Images from Bone Marrow Parasitological Examination18 citations to this work.
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Enhanced Ischemic Stroke Lesion Segmentation in MRI Using Attention U-Net with Generalized Dice Focal Loss18 citations to this work.
Published 2021
Severity Assessment and Progression Prediction of COVID-19 Patients Based on the LesionEncoder Framework and Chest CT18 citations to this work.
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AUTOMATIC POLYP SEMANTIC SEGMENTATION USING WIRELESS CAPSULE ENDOSCOPY IMAGES WITH VARIOUS CONVOLUTIONAL NEURAL NETWORK AND OPTIMIZATION TECHNIQUES: A COMPARISON AND PERFORMANCE EVALUATION18 citations to this work.
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Lung pneumonia severity scoring in chest X-ray images using transformers17 citations to this work.
Published 2021
Chest X-ray abnormalities localization via ensemble of deep convolutional neural networks17 citations to this work.
Published 2022
Quantitative phenotyping and evaluation for lettuce leaves of multiple semantic components17 citations to this work.
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Intelligent deep learning supports biomedical image detection and classification of oral cancer17 citations to this work.
Published 2023
Nuclei probability and centroid map network for nuclei instance segmentation in histology images16 citations to this work.
Published 2024
Multimodal representations of biomedical knowledge from limited training whole slide images and reports using deep learning16 citations to this work.
Published 2020
Deep learning segmentation model for automated detection of the opacity regions in the chest X-rays of the Covid-19 positive patients and the application for disease severity16 citations to this work.
Published 2023
Multi-Configuration Analysis of DenseNet Architecture for Whole Slide Image Scoring of ER-IHC16 citations to this work.
Published 2020
Pneumothorax Segmentation with Effective Conditioned Post-Processing in Chest X-Ray16 citations to this work.
Published 2023
MyopiaDETR: End-to-end pathological myopia detection based on transformer using 2D fundus images16 citations to this work.
Published 2024
Drone-Based Digital Phenotyping to Evaluating Relative Maturity, Stand Count, and Plant Height in Dry Beans (Phaseolus vulgaris L.)16 citations to this work.
Published 2024
Automatic cancer nuclei segmentation on histological images: comparison study of deep learning methods15 citations to this work.
Published 2024
Optimizing Glaucoma Diagnosis with Deep Learning-Based Segmentation and Classification of Retinal Images15 citations to this work.
Published 2021
Neural Network Analysis of Electron Microscopy Video Data Reveals the Temperature‐Driven Microphase Dynamics in the Ions/Water System14 citations to this work.
Published 2022
CAIPI in Practice: Towards Explainable Interactive Medical Image Classification14 citations to this work.
Published 2024
Detection of Viable but Nonculturable E. coli Induced by Low-Level Antimicrobials Using AI-Enabled Hyperspectral Microscopy14 citations to this work.
Published 2023
Digital biology approach for macroscale studies of biofilm growth and biocide effects with electron microscopy14 citations to this work.
Published 2023
Leveraging Attention-Based Convolutional Neural Networks for Meningioma Classification in Computational Histopathology14 citations to this work.
Published 2022
A deep learning-integrated phenotyping pipeline for vascular bundle phenotypes and its application in evaluating sap flow in the maize stem13 citations to this work.
Published 2024
Adapting the segment anything model for multi-modal retinal anomaly detection and localization13 citations to this work.
Published 2026
MedAugment: Universal automatic data augmentation plug-in for medical image analysis13 citations to this work.
Published 2021
AUTOMATED QUANTIFICATION OF VITREOUS HYPERREFLECTIVE FOCI AND VITREOUS HAZE USING OPTICAL COHERENCE TOMOGRAPHY IN PATIENTS WITH UVEITIS13 citations to this work.
Published 2023
Probe conditioning via convolution neural network for scanning probe microscopy automation13 citations to this work.
Published 2025
TransRNetFuse: a highly accurate and precise boundary FCN-transformer feature integration for medical image segmentation12 citations to this work.
Published 2022
Spectral decoupling for training transferable neural networks in medical imaging12 citations to this work.
Published 2022
Thalassemia Diagnosis Through Medical Imaging: A New Artificial Intelligence-Based Framework12 citations to this work.
Published 2021
Early Detection of Malpositioned Catheters and Lines on Chest X-Rays using Deep Learning12 citations to this work.
Published 2023
AttResDU-Net: Medical Image Segmentation Using Attention-based Residual Double U-Net12 citations to this work.
Published 2025
Multimodal AI and Large Language Models for Orthopantomography Radiology Report Generation and Q&A12 citations to this work.
Published 2024
Joint 2D to 3D image registration workflow for comparing multiple slice photographs and CT scans of apple fruit with internal disorders11 citations to this work.
Published 2024
Automated Detection of Central Retinal Artery Occlusion Using OCT Imaging via Explainable Deep Learning11 citations to this work.
Published 2024
Artificial intelligence unravels interpretable malignancy grades of prostate cancer on histology images11 citations to this work.
Published 2024
Brain tumor segmentation based on the U-NET++ network with efficientnet encoder11 citations to this work.
Published 2023
Comparison of In-Vivo and Ex-Vivo Ascending Aorta Elastic Properties through Automatic Deep Learning Segmentation of Cine-MRI and Biomechanical Testing11 citations to this work.
Published 2021
Impact of Lung Segmentation on the Diagnosis and Explanation of COVID-19 in Chest X-ray Images11 citations to this work.
Published 2022
SBDF-Net: A versatile dual-branch fusion network for medical image segmentation10 citations to this work.
Published 2022
Improving myocardial pathology segmentation with U-Net++ and EfficientSeg from multi-sequence cardiac magnetic resonance images10 citations to this work.
Published 2024
Automated Deep Learning-Based Detection of Early Atherosclerotic Plaques in Carotid Ultrasound Imaging10 citations to this work.
Published 2022
Cell Nuclei Segmentation in Cryonuseg dataset using Nested Unet with EfficientNet Encoder10 citations to this work.
Published 2023
CDNet: Contrastive Disentangled Network for Fine-Grained Image Categorization of Ocular B-Scan Ultrasound10 citations to this work.
Published 2022
Chest X-Rays Abnormalities Localization and Classification Using an Ensemble Framework of Deep Convolutional Neural Networks10 citations to this work.
Published 2023
Counteracting Data Bias and Class Imbalance—Towards a Useful and Reliable Retinal Disease Recognition System10 citations to this work.
Published 2024
A scalable, low‐cost phenotyping strategy to assess tuber size, shape, and the colorimetric features of tuber skin and flesh in potato breeding populations9 citations to this work.
Published 2022
Robust and Efficient Computation of Retinal Fractal Dimension Through Deep Approximation9 citations to this work.
Published 2025
Diagnostic accuracy of an automated classifier for the detection of pleural effusions in patients undergoing lung ultrasound9 citations to this work.
Published 2024
MDDU-Net: A multi-scale dense connectivity hybrid dilated convolutional U-Net for segmentation in prostate ultrasound images9 citations to this work.
Published 2023
Development of a Deep Learning–Based System for Optic Nerve Characterization in Transorbital Ultrasound Images on a Multicenter Data Set9 citations to this work.
Published 2023
Embryo Selection for IVF using Machine Learning Techniques Based on Light Microscopic Images of Embryo and Additional Factors9 citations to this work.
Published 2025
Explainable Transformer-Based Framework for Glaucoma Detection from Fundus Images Using Multi-Backbone Segmentation and vCDR-Based Classification9 citations to this work.
Published 2022
Residual UNet with Dual Attention—An ensemble residual UNet with dual attention for multi‐modal and multi‐class brain MRI segmentation8 citations to this work.
Published 2023
Deep learning and correlative microscopy for quantification of grain orientation in sintered FeNdB-type permanent magnets by domain pattern analysis8 citations to this work.
Published 2023
DeepGraFT: A novel semantic segmentation auxiliary ROI-based deep learning framework for effective fundus tessellation classification8 citations to this work.
Published 2024
HAD-Net: An attention U-based network with hyper-scale shifted aggregating and max-diagonal sampling for medical image segmentation8 citations to this work.
Published 2024
AMSC-Net: Anatomy and multi-label semantic consistency network for semi-supervised fluid segmentation in retinal OCT8 citations to this work.
Published 2024
A data augmentation approach that ensures the reliability of foregrounds in medical image segmentation8 citations to this work.
Published 2021
Vision Transformer based COVID-19 Detection using Chest X-rays8 citations to this work.
Published 2021
An Affordable Image-Analysis Platform to Accelerate Stomatal Phenotyping During Microscopic Observation8 citations to this work.
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Enhancing AI microscopy for foodborne bacterial classification using adversarial domain adaptation to address optical and biological variability8 citations to this work.
Published 2022
Deep Learning Classification of Colorectal Lesions Based on Whole Slide Images8 citations to this work.
Published 2022
Improving sensitivity and connectivity of retinal vessel segmentation via error discrimination network7 citations to this work.
Published 2023
Feature‐guided attention network for medical image segmentation7 citations to this work.
Published 2024
Adaptive Curriculum Query Strategy for Active Learning in Medical Image Classification7 citations to this work.
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GeGra: Approaching a generic model for quantitative grain size analysis from materials microscopy data using deep learning7 citations to this work.
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A deep learning solution for particle size analysis in low resolution inline microscopy images based on generative adversarial network7 citations to this work.
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Rapid label-free identification of seven bacterial species using microfluidics, single-cell time-lapse phase-contrast microscopy, and deep learning-based image and video classification7 citations to this work.
Published 2024
Robust nuclei segmentation with encoder‐decoder network from the histopathological images6 citations to this work.
Published 2020
Evaluation of Deep Learning Methods for Bone Suppression from Dual Energy Chest Radiography6 citations to this work.
Published 2023
Improving Segmentation of Breast Arterial Calcifications from Digital Mammography: Good Annotation is All You Need6 citations to this work.
Published 2025
Attention-enhanced separable residual with dilation net for medical image segmentation6 citations to this work.
Published 2024
PACT-3D, a deep learning algorithm for pneumoperitoneum detection in abdominal CT scans6 citations to this work.
Published 2021
TIAToolbox: An End-to-End Toolbox for Advanced Tissue Image Analytics6 citations to this work.
Published 2023
Multitask learning approach for lung nodule segmentation and classification in CT images6 citations to this work.
Published 2023
Utilizing Deep Learning to Identify an Ultrasound-guided Nerve Block Target Zone6 citations to this work.
Published 2024
Chest Cancer Classification from Chest CT-Scan Images using Deep Learning6 citations to this work.
Published 2024
Weakly Supervised Object Detection in Chest X-Rays With Differentiable ROI Proposal Networks and Soft ROI Pooling6 citations to this work.
Published 2025
VascX Models: Deep Ensembles for Retinal Vascular Analysis From Color Fundus Images6 citations to this work.
Published 2025
ResST-SEUNet++: Deep Model for Accurate Segmentation of Left Ventricle and Myocardium in Magnetic Resonance Imaging (MRI) Images6 citations to this work.
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Hybrid Deep Learning and Machine Learning for Detecting Hepatocyte Ballooning in Liver Ultrasound Images6 citations to this work.
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Semantic-Based Optimization of Deep Learning for Efficient Real-Time Medical Image Segmentation6 citations to this work.
Published 2023
Influence of augmentation on the performance of double ResNet-based model for chest X-rays classification6 citations to this work.
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Going Beyond U-Net: Assessing Vision Transformers for Semantic Segmentation in Microscopy Image Analysis5 citations to this work.
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LAMA: Lesion-Aware Mixup Augmentation for Skin Lesion Segmentation5 citations to this work.
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Meta semi-supervised medical image segmentation with label hierarchy5 citations to this work.
Published 2024
Development and validation of a deep learning-based method for automatic measurement of uterus, fibroid, and ablated volume in MRI after MR-HIFU treatment of uterine fibroids5 citations to this work.
Published 2024
Accelerating segmentation of fossil CT scans through Deep Learning5 citations to this work.
Published 2025
Deep Learning-Based Supervised and Semisupervised Segmentation of Confocal and SEM Micrographs for Microstructural Characterization of Plant Protein Gels5 citations to this work.
Published 2020
Fully automatic CNN-based segmentation of retinal bifurcations in 2D adaptive optics ophthalmoscopy images5 citations to this work.
Published 2023
Mixing Data Augmentation with Preserving Foreground Regions in Medical Image Segmentation5 citations to this work.
Published 2024
Deep learning‐based segmentation in MRI‐(immuno)histological examination of myelin and axonal damage in normal‐appearing white matter and white matter hyperintensities5 citations to this work.
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Automated Deep Learning-Based Finger Joint Segmentation in 3-D Ultrasound Images With Limited Dataset5 citations to this work.
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Automated Hybrid Model for Detecting Perineural Invasion in the Histology of Colorectal Cancer5 citations to this work.
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Automatic COVID-19 and Common-Acquired Pneumonia Diagnosis Using Chest CT Scans5 citations to this work.
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Rapid Salmonella Serovar Classification Using AI-Enabled Hyperspectral Microscopy with Enhanced Data Preprocessing and Multimodal Fusion5 citations to this work.
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Optimization of Laser-Based Method to Conduct Skin Ablation in Zebrafish and Development of Deep Learning-Based Method for Skin Wound-Size Measurement5 citations to this work.
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Artifact Augmentation for Enhanced Tissue Detection in Microscope Scanner Systems5 citations to this work.
Published 2021
Principled Ultrasound Data Augmentation for Classification of Standard Planes4 citations to this work.
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MRI Brain Tumor Classification Based on EfficientNet with Non-rigid Transformations4 citations to this work.
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Few-Shot Learning for Prostate Cancer Detection on MRI: Comparative Analysis with Radiologists’ Performance4 citations to this work.
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Deep learning-based computer-aided diagnostic system for lumbar degenerative diseases classification using MRI4 citations to this work.
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CG-TRAN: A novel multi-label retinal disease classification model with partially known pathologies4 citations to this work.
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Deep learning for retinal non-perfusion and foveal avascular zone analysis in wide-field OCTA in diabetic retinopathy4 citations to this work.
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Attention-Guided Residual U-Net with SE Connection and ASPP for Watershed-Based Cell Segmentation in Microscopy Images4 citations to this work.
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CNN-Modified Encoders in U-Net for Nuclei Segmentation and Quantification of Fluorescent Images4 citations to this work.
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A Two-Stage U-Net Framework for Interactive Segmentation of Lung Nodules in CT Scans4 citations to this work.
Published 2023
Annotation Cost Minimization for Ultrasound Image Segmentation using Cross-domain Transfer Learning4 citations to this work.
Published 2024
Phenotyping grapevine resistance to downy mildew: deep learning as a promising tool to assess sporulation and necrosis4 citations to this work.
Published 2023
Digital Phenotyping in Plant Breeding: Evaluating Relative Maturity, Stand Count, and Plant Height in Dry Beans (Phaseolus vulgaris L.) via RGB Drone-Based Imagery and Deep Learning Approaches4 citations to this work.
Published 2022
Machine Learning Decision Support for Detecting Lipohypertrophy With Bedside Ultrasound: Proof-of-Concept Study4 citations to this work.
Published 2021
Severity Assessment and Progression Prediction of COVID-19 Patients based on the LesionEncoder Framework and Chest CT (Preprint)4 citations to this work.
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Roadmap for providing and leveraging annotated data by cytologists in the PDAC domain as open data: support for AI-based pathology image analysis development and data utilization strategies4 citations to this work.
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Detection of Breast Cancer in Mammography Using Pretrained Convolutional Neural Networks with Fine-Tuning3 citations to this work.
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Kvasir-VQA-x1:A Multimodal Dataset for Medical Reasoning and Robust MedVQA in Gastrointestinal Endoscopy3 citations to this work.
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Multi-class Skin Lesion Classification Using Intelligent Techniques3 citations to this work.
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Wilson’s disease classification using higher-order Gabor tensors and various classifiers on a small and imbalanced brain MRI dataset3 citations to this work.
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Automatic labels are as effective as manual labels in digital pathology images classification with deep learning3 citations to this work.
Published 2025
Intelligent analysis of chest X-ray based on multi-modal instruction tuning3 citations to this work.
Published 2021
Real-Time Image Registration via A Deep Leaning Approach for Correlative X-ray and Electron Microscopy3 citations to this work.
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Optimal view detection for ultrasound-guided supraclavicular block using deep learning approaches3 citations to this work.
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Svetlana a supervised segmentation classifier for Napari3 citations to this work.
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Deep learning-based quantitative analysis of glomerular morphology in IgA nephropathy whole slide images and its prognostic implications3 citations to this work.
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Artificial Intelligence Helps to Predict Recurrence and Mortality for Prostate Cancer Using Histology Images3 citations to this work.
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A comparative study of plant phenotyping workflows based on three-dimensional reconstruction from multi-view images3 citations to this work.
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Analyzing the Efficacy of Computer-Aided Detection in Cerebral Aneurysm Diagnosis Using MRI Modality: A Review3 citations to this work.
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H-UDMIR: A Hybrid Unsupervised Deep Learning Framework for Deformable Medical Image Registration3 citations to this work.
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Classification of Retinal Fundus Images using VGG16 and Inception V33 citations to this work.
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Training Deep CNN's to Detect Prostate Cancer Lesion with Small Training Data3 citations to this work.
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Semantic Segmentation for Noisy and Limited Wafer Transmission Electron Microscope Images3 citations to this work.
Published 2024
Evaluating CNN Architectures for the Automated Detection and Grading of Modic Changes in MRI: A Comparative Study3 citations to this work.
Published 2020
A Method for Automatic Tracking of Cell Nuclei With Weakly-Supervised Mitosis Detection in 2D Microscopy Image Sequences3 citations to this work.
Published 2023
Counteracting data bias and class imbalance – towards useful and reliable retinal disease recognition system3 citations to this work.
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Federated Learning Framework for IID and Non-IID datasets of Medical Images3 citations to this work.
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Panoramic Radiograph-Based Deep Learning Models for Diagnosis and Clinical Decision Support of Furcation Lesions in Primary Molars3 citations to this work.
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An Open-Source Clinical Case Dataset for Medical Image Classification and Multimodal AI Applications3 citations to this work.
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When Two Eyes Don’t Suffice—Learning Difficult Hyperfluorescence Segmentations in Retinal Fundus Autofluorescence Images via Ensemble Learning3 citations to this work.
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Automated Multi-label Classification of Eleven Retinal Diseases: A Benchmark of Modern Architectures and a Meta-Ensemble on a Large Synthetic Dataset3 citations to this work.
Published 2024
Real‐time small bowel visualization quality assessment in wireless capsule endoscopy images using different lightweight embeddable models2 citations to this work.
Published 2025
Multilevel perception boundary‐guided network for breast lesion segmentation in ultrasound images2 citations to this work.
Published 2022
Pre-trained Backbones Effect on Nuclei Segmentation Performance2 citations to this work.
Published 2022
From Astronomy to Histology: Adapting the FellWalker Algorithm to Deep Nuclear Instance Segmentation2 citations to this work.
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Teacher-Student Semi-supervised Approach for Medical Image Segmentation2 citations to this work.
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Comparative Analysis of Data Augmentation for Retinal OCT Biomarker Segmentation2 citations to this work.
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Enhancing explainability in medical image classification and analyzing osteonecrosis X-ray images using shadow learner system2 citations to this work.
Published 2025
Accurate machine learning model for human embryo morphokinetic stage detection2 citations to this work.
Published 2024
Contraction assessment of abdominal muscles using automated segmentation designed for wearable ultrasound applications2 citations to this work.
Published 2025
Breast tumor segmentation in ultrasound images: comparing U-net and U-net + +2 citations to this work.
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Learning with less: A survey of deep learning in medical imaging under varying supervision levels2 citations to this work.
Published 2025
Deep learning-based prediction of rheumatoid arthritis-associated deformity on MRI2 citations to this work.
Published 2024
Advancing histopathology in Health 4.0: Enhanced cell nuclei detection using deep learning and analytic classifiers2 citations to this work.
Published 2025
Rootex 2.0: Multi-head deep learning and graph-based analysis for automated barley root phenotyping2 citations to this work.
Published 2025
Single-cell imaging of protein dynamics of paralogs reveals sources of gene retention2 citations to this work.
Published 2026
Automated segmentation of COVID-19 lesions in CT scans using attention U-net with hybrid loss functions2 citations to this work.
Published 2026
Advancing skin cancer detection through deep learning and fusion of patient metadata and skin lesion images2 citations to this work.
Published 2025
Integrated EfficientNetB3V2 fused MaxEnt classifier model for brain tumor classification in MR images2 citations to this work.
Published 2023
Single-cell imaging of protein dynamics of paralogs reveals mechanisms of gene retention2 citations to this work.
Published 2025
AI-Assisted Web Application for Leukocyte Abnormality Counting With YOLOv11 and Smartphone Microscopy2 citations to this work.
Published 2025
From CNNs to SAM: A Survey of Deep Learning Techniques for Liver Tumor Segmentation in CT Images2 citations to this work.
Published 2024
MFSegDiff: A Multi-Frequency Diffusion Model for Medical Image Segmentation2 citations to this work.
Published 2024
An Optimized VGGViT model for the Classification and Detection of lung diseases on Chest X-rays using an Optimized - Vision Transformer2 citations to this work.
Published 2021
Robustness of Probabilistic U-Net for Automated Segmentation of White Matter Hyperintensities in Different Datasets of Brain MRI2 citations to this work.
Published 2022
End-to-end Two-Branch Classifier for Retinal Imaging Analysis2 citations to this work.
Published 2025
Ultrasound Standard Liver Section Classification Independent of Imaging Device2 citations to this work.
Published 2024
A full pipeline to analyze lung histopathology images2 citations to this work.
Published 2023
A Systematic Comparison of Task Adaptation Techniques for Digital Histopathology2 citations to this work.
Published 2025
Validation of Diagnostic Artificial Intelligence Models for Prostate Pathology in a Middle Eastern Cohort2 citations to this work.
Published 2024
Enhanced Semantic Segmentation of Retinal Microlesions through R2U-Net Architecture2 citations to this work.
Published 2023
Pre-training with Simulated Ultrasound Images for Breast Mass Segmentation and Classification1 citations to this work.
Published 2025
X-COVNet: Externally Validated Model for Computer-Aided Diagnosis of Pneumonia-Like Lung Diseases in Chest X-Rays1 citations to this work.
Published 2023
Brain Tumor Prediction from MRI Images Using an Ensemble Model Based on EfficientNet-B2, B4, and ResNet34 Architectures1 citations to this work.
Published 2024
A Neural Network for Segmenting Tumours in Ultrasound Rectal Images1 citations to this work.
Published 2026
A deep transfer learning and ensemble learning framework for brain tumor detection and classification in MRI images1 citations to this work.
Published 2023
Employing similarity to highlight differences: On the impact of anatomical assumptions in chest X-ray registration methods1 citations to this work.
Published 2025
Segmentation and quantification of atherosclerotic plaques in optical coherence tomography1 citations to this work.
Published 2025
f 4 -statistics-based ancestry profiling and convolutional neural network phenotyping shed new light on the structure of genetic and spike shape diversity in Aegilops tauschii Coss1 citations to this work.
Published 2023
TS-Net: A Deep Learning Framework for Automated Assessment of Longitudinal Tumor Volume Changes in an Orthotopic Breast Cancer Model Using MRI1 citations to this work.
Published 2024
Fully Automated Deep Learning-Based Renal Mass Detection on Multi-Parametric MRI1 citations to this work.
Published 2025
Robust Semantic Segmentation of Wafer Transmission Electron Microscopy Image Using Multi-Task Learning With Edge Detection1 citations to this work.
Published 2022
Data Augmentation Methods For Object Detection and Segmentation In Ultrasound Scans: An Empirical Comparative Study1 citations to this work.
Published 2021
Simulating Realistic MRI variations to Improve Deep Learning model and visual explanations using GradCAM1 citations to this work.
Published 2023
Diagnosis Neuro-Oncology Diseases via Artificial Intelligence and Multi-Sequence MRI Methods1 citations to this work.
Published 2024
UltraAugment: Fan-shape and Artifact-based Data Augmentation for 2D Ultrasound Images1 citations to this work.
Published 2023
Universal Lesion Detection Utilising Cascading R-CNNs and a Novel Video Pretraining Method1 citations to this work.
Published 2025
Ultrasound-Based Breast Cancer Diagnosis: A Dual-Module Deep Learning Framework for Classification and Lesion Segmentation1 citations to this work.
Published 2025
A Hybrid Classical-Quantum Deep Learning Framework for MRI-Guided Alzheimer’s Disease Classification, Comparative Analysis & Explainable AI for Medical Interpretation1 citations to this work.
Published 2026
UniUltra: A Unified Foundation Model for Universal Ultrasound Analysis1 citations to this work.
Published 2021
Perceptual Variation Stacking: Test Time Augmentations in Endoscopy Image Segmentation1 citations to this work.
Published 2024
Efficientnet-B3-Based Automated Lung Cancer Detection System for CT Scans1 citations to this work.
Published 2022
Deep learning-based breast tissue segmentation in digital mammography: generalization across views and vendors1 citations to this work.
Published 2024
MRI Segmentation of Musculoskeletal Components Using U-Net: Preliminary Results1 citations to this work.
Published 2023
CenFind: a deep-learning pipeline for efficient centriole detection in microscopy datasets1 citations to this work.
Published 2024
PathEX: Make good choice for whole slide image extraction1 citations to this work.
Published 2025
Deep learning detection of retinal detachment: Optical coherence tomography staging and estimation of duration of macular detachment1 citations to this work.
Published 2022
Construction of a Repeatable Framework for Prostate Cancer Lesion Binary Semantic Segmentation using Convolutional Neural Networks1 citations to this work.
Published 2024
DICaugment: A Python Package for 3D Medical ImagingAugmentation1 citations to this work.
Published 2026
Automated phenotyping of mammary gland tissues using computer vision systems.1 citations to this work.
Published 2026
Watershed Encoder–Decoder Neural Network for Nuclei Segmentation of Breast Cancer Histology Images1 citations to this work.
Published 2020
Accurate and Efficient Intracranial Hemorrhage Detection and Subtype Classification in 3D CT Scans with Convolutional and Long Short-Term Memory Neural Networks1 citations to this work.
Published 2026
DCANet: Disentanglement and Category-Aware Aggregation for Medical Image Segmentation1 citations to this work.
Published 2024
Automated Neurological Brain Disease Detection in Magnetic Resonance Imaging Using Deep Learning Approaches1 citations to this work.
Published 2024
Fetal MRI Artifacts: Semi-Supervised Generative Adversarial Neural Network for Motion Artifacts Reducing in Fetal Magnetic Resonance Images1 citations to this work.
Published 2026
Automating Kidney Disease Diagnosis: A Segmentation-Based, Dual-Input Approach for Classifying Acute and Chronic Kidney Disease from Ultrasound Images1 citations to this work.
Published 2025
Mask-Guided Multi-Channel SwinUNETR Framework for Robust MRI Classification1 citations to this work.
Published 2026
Exploiting Intermediate Reconstructions in Optical Coherence Tomography for Test-Time Adaption of Medical Image Segmentation1 citations to this work.
Published 2026
Robust Cell Segmentation for Size Distribution Estimation via Synthetic‐Data Training0 citations to this work.
Published 2025
3D U‐Net‐Based Brain Tumor Semantic Segmentation Using a Modified Data Generator0 citations to this work.
Published 2025
Development of a multimodal vision transformer model for predicting traumatic versus degenerative rotator cuff tears on magnetic resonance imaging: A single‐centre retrospective study0 citations to this work.
Published 2023
Bag of Tricks for Diabetic Retinopathy Grading of Ultra-Wide Optical Coherence Tomography Angiography Images0 citations to this work.
Published 2024
Neural Architecture Search for Placenta Segmentation in 2D Ultrasound Images0 citations to this work.
Published 2024
Glaucoma Grading Using Fundus Images0 citations to this work.
Published 2024
Training U-Net with Proportional Image Division for Retinal Structure Segmentation0 citations to this work.
Published 2024
Fireflies: Photorealistic Simulation and Optimization of Structured Light Endoscopy0 citations to this work.
Published 2025
Deep Learning Approaches for Monitoring Age-Related Macular Degeneration Progression in Optical Coherence Tomography0 citations to this work.
Published 2025
Bag of Tricks for Ultra-widefield Fundus Image Quality Assessment0 citations to this work.
Published 2025
DAA-Net: Enhanced DuckNet with Reverse Axial Attention for Endoscopy Image Segmentation0 citations to this work.
Published 2025
Combining XAI and Graph Cuts for Skin-Lesion Segmentation0 citations to this work.
Published 2026
A Transformer-Based Framework for OCT Cyst Segmentation0 citations to this work.
Published 2026
Explainable Deep Learning for Multiclass Lung Disease Detection on Chest X-Rays: ResNet50 with Grad-CAM Visualization in Low-Resource Settings0 citations to this work.
Published 2026
Patch-Level Brain Tumor Sub-region Classification Using Foundation Models Under Long-Tailed Data Distributions0 citations to this work.
Published 2026
NeuroGleam: Illuminating Small Vessel Disease Detection Through Deep Learning Based Segmentation of Brain MRI White Matter Hyperintensities0 citations to this work.
Published 2025
ABANet: Adaptive Boundary Aggregation Network for Medical Image Segmentation0 citations to this work.
Published 2024
Framework for 2D MRI Brain Tumour Segmentation Employing Znet-Based Deep Learning0 citations to this work.
Published 2026
Development of a deep learning-based tool for coronary artery stenosis evaluation in forensic autopsies using whole slide imaging0 citations to this work.
Published 2025
Evaluation of Net Withdrawal Time and Colonoscopy Video Summarization Using Deep Learning Based Automated Temporal Video Segmentation.0 citations to this work.
Published 2026
Single block over network (SBON): a paradigm for efficient fine-tuning of neural networks in medical imaging0 citations to this work.
Published 2026
Developing YOLOv5 for weld flaws detection and localization in gamma radiography images based on attention mechanisms0 citations to this work.
Published 2026
Comparative analysis of transfer learning architectures for multimodal microscopy based IBD histopathology0 citations to this work.
Published 2026
Automatic detection of the fetal brain midsagittal plane on MRI using a deep learning pipeline.0 citations to this work.
Published 2026
HEIDet: Edge-guided hierarchical network for lightweight and high-precision brain tumor detection0 citations to this work.
Published 2026
Pathology-informed multi-label retinal disease classification via multi-scale transformer and graph integration0 citations to this work.
Published 2026
BTPM: A lightweight dual-branch framework for automated backfat thickness prediction towards slaughter-line grading from B-mode ultrasound images0 citations to this work.
Published 2026
Combining confocal microscopy and deep learning for concrete microstructure analysis0 citations to this work.
Published 2026
Open-source pre-clinical image segmentation: mouse cardiac magnetic resonance imaging datasets with a deep learning segmentation framework0 citations to this work.
Published 2026
MOTDNet: Multi organ task decoupling network for cell segmentation0 citations to this work.
Published 2025
Deep Learning–Based Segmentation of Lung Adenocarcinoma Whole-Slide Images for Objective Grading, Tumor Spread Through Air Spaces Identification, and Mutation Prediction0 citations to this work.
Published 2025
FOVEA: Preoperative and intraoperative retinal fundus images with optic disc and retinal vessel annotations0 citations to this work.
Published 2025
Multiscale attention generative adversarial networks for lesion synthesis in chest X-ray images0 citations to this work.
Published 2025
Multi-view hybrid encoder U-Net for 3D renal vascular medical image segmentation0 citations to this work.
Published 2026
Generalisation of automatic tumour segmentation in histopathological whole-slide images across multiple cancer types0 citations to this work.
Published 2025
Machine learning techniques for hypertensive retinopathy detection in retinal fundus images0 citations to this work.
Published 2025
Early identification of catheter misplacement and lines on chest x-rays0 citations to this work.
Published 2026
Image-based high-throughput phenotyping enables genetic analyses of pod morphological traits in mungbean ( Vigna radiata (L.) R. Wilczek)0 citations to this work.
Published 2023
A scalable, low-cost phenotyping strategy to assess tuber size, shape, and the colorimetric features of tuber skin and flesh in potato breeding populations0 citations to this work.
Published 2023
Towards Generalizability and Robustness in Biological Object Detection in Electron Microscopy Images0 citations to this work.
Published 2024
Empowering high-throughput high-content analysis of 3D tumor models: Open-source software for automated non-confocal image analysis0 citations to this work.
Published 2024
X-COVNet: Externally Validated Model for Computer-Aided Diagnosis of Pneumonia-Like Lung Diseases in Chest X-Rays Based on Deep Transfer Learning0 citations to this work.
Published 2024
DeepNeo: Deep Learning for neointimal tissue characterization using optical coherence tomography0 citations to this work.
Published 2024
µPIX : Leveraging Generative AI for Enhanced, Personalized and Sustainable Microscopy0 citations to this work.
Published 2025
MAYOCTransformer: Masked-Attention for Yielding Comprehensive Semantic Segmentation of Retinal Optical Coherence Tomography Images using Transformer-based Neural Networks0 citations to this work.
Published 2025
NanTex enables computational multiplexing and phenotyping of organelles across super-resolution modalities0 citations to this work.
Published 2025
Histopathology-based Spatial Profiling of Immune and Molecular Features Predicts Cancer risk in Barrett’s Esophagus0 citations to this work.
Published 2025
AI-Based Multiclass Grading of Hepatic Steatosis From B-Mode Ultrasound: Generalization Across Modalities and Clinical Comparison With Radiologists0 citations to this work.
Published 2025
MSDA-UNet: Dynamic Fusion and Attention for Enhanced UNet Abdominal Multi-Organ Segmentation on Synapse0 citations to this work.
Published 2026
Skin Lesion Segmentation Based on a Boundary-Aware Multi-Scale Attention Network0 citations to this work.
Published 2025
FlexiCell: Deep Learning with Learnable Adaptive Filtering and Dual Attention for Cell Segmentation0 citations to this work.
Published 2025
Toward an Energy-Efficient and Explainable Neural Network Architecture for Detection of Breast Cancer in Mammography0 citations to this work.
Published 2024
Guided Data Augmentation by Transfer Function using Uncertainty Scores for Medical Image Classification0 citations to this work.
Published 2025
Comparative analysis of pretrained encoders in U-Net for the estimation of fetal head circumference in ultrasound scans.0 citations to this work.
Published 2024
An Improved Approach for Semantic Segmentation of Fundus Lesions using R2U-Net0 citations to this work.
Published 2025
Kidney Tumor Segmentation on CT Images Using DeepLabV3+ and EfficientNet-B5 with Attention Mechanism and Deep Supervision0 citations to this work.
Published 2026
FS-SAM: Lightweight Cross-Domain Few-Shot Segmentation for Breast Ultrasound Image0 citations to this work.
Published 2025
TransUNet: Hybrid CNN-Transformer Model for Automated Breast Cancer Segmentation in Ultrasound Images0 citations to this work.
Published 2025
Improved Alzheimer’s Disease Classification from MRI Scans Using Deep Learning0 citations to this work.
Published 2023
Evaluation of Cell Segmentation Using Pruning and Quantization0 citations to this work.
Published 2026
An Explainable CNN Framework for Broad and Deep Classification of Thoracic Diseases from Chest X-rays0 citations to this work.
Published 2026
An End-to-End Automated Data-Centric Pipeline with Adaptive Augmentation for Medical Image Classification0 citations to this work.
Published 2026
Comparative and Ensemble Study of Deep CNN and Transformer Models for Fetal Head Segmentation in Ultrasound Imaging0 citations to this work.
Published 2026
ChaosRetina: Chaos-theory Based Feature Extraction for Multi-Label Retinal Disease Classification0 citations to this work.
Published 2026
A Unified Benchmark of Convnext, Swin Transformer, and Mask2Former for Kidney Segmentation in B-Mode Ultrasound0 citations to this work.
Published 2025
LDFC-YOLO: A Detector for Electron Microscope Images of Cashmere and Wool0 citations to this work.
Published 2025
Lesion Detection in CT Scans: A Comparative Study of Traditional, One-Two Stages, and Transformer-Based Models0 citations to this work.
Published 2025
ViT-ResNet Assessment of Breast Density from MRI0 citations to this work.
Published 2025
CellPilot: A Unified Approach to Automatic and Interactive Segmentation in Histopathology0 citations to this work.
Published 2026
Attention-Based Multiple Instance Learning for Predominant Growth Pattern Prediction in Lung Adenocarcinoma WSI Using Foundation Models0 citations to this work.
Published 2026
Contrastive Meta-Domain Adaptation for Robust Skin Lesion Classification Across Clinical and Acquisition Conditions0 citations to this work.
Published 2026
Dual-Network Semi-Supervised Framework for Carotid Plaque Ultrasound Analysis0 citations to this work.
Published 2025
RetXplainer: An Explainable, Agent-based Vision Transformer Framework for Multi-label Retinal Disease Classification0 citations to this work.
Published 2025
A Motion-Robust Framework for MRI-Based Brain Tumor Diagnosis: Comparative Evaluation of Optimized Swin and Hybrid Transformers with Explainable AI0 citations to this work.
Published 2026
Transfer Learning Strategies for Pathological Foundation Models: A Systematic Evaluation in Brain Tumor Classification0 citations to this work.
Published 2022
2D nnUNet for classification and segmentation of anatomical structures in fetal torso ultrasound0 citations to this work.
Published 2024
Fovea segmentation in fundus autofluorescence images using ground truth annotations from three-dimensional optical coherence tomography images0 citations to this work.
Published 2024
A deep learning approach for precision phenotyping of corn stomata0 citations to this work.
Published 2025
Artificially intelligent diagnosis of lumbar spine muscle spasm from sagittal MRI scans: clinical significance classification using convolutional neural network0 citations to this work.
Published 2024
Supervised Contrastive Learning based Fine-tuning Framework with Small-Scale WSI Dataset on ViT0 citations to this work.
Published 2026
Automated Deep Learning Quantification of Avascular Area and Intravitreal Neovascularization in Retinal Flatmounts of Rodent Oxygen-Induced Retinopathy Models0 citations to this work.
Published 2026
Deep Learning Analysis of Indocyanine Green Fluoroscopy of Ureters in Robotic Cystectomy: Toward Reducing Ureteroenteric Strictures0 citations to this work.
Published 2026
A deep learning model based on ultrasound imaging to differentiate malignant from benign pleural effusion: a multicenter cohort study0 citations to this work.
Published 2022
Ten quick tips for deep learning in biology0 citations to this work.
Published 2025
Multivariate Gaussian Bayes classifier with limited data for segmentation of clean and contaminated regions in the small bowel capsule endoscopy images0 citations to this work.
Published 2025
Segmentation of Structural Components of Atherosclerotic Plaques on OCT Images Using Deep Machine Learning.0 citations to this work.
Published 2025
Uncovering unstable plaques: deep learning segmentation in optical coherence tomography0 citations to this work.
Published 2025
f4-statistics-based ancestry profiling and convolutional neural network phenotyping shed new light on the structure of genetic and spike shape diversity in Aegilops tauschii Coss.0 citations to this work.
Published 2026
Real-Time Automatic Uterus Segmentation in Transvaginal Ultrasound scans: A Feasibility Study (Preprint)0 citations to this work.
Published 2026
ToxoSegFusion: Attention-enhanced Dual-backbone Neural Architecture for Retinal Lesion Segmentation0 citations to this work.
Published 2026
Adapting DeepLabV3+ for biopsy cervical cancer lesion segmentation0 citations to this work.
Published 2026
Global–local feature fusion: a robust hybrid deep learning model for multiclass brain tumor classification with Grad-CAM++ interpretation0 citations to this work.
Published 2026
A Deep Learning Approach for High-Throughput Multi-Tissue Cell Segmentation and Phenotypic Analysis in Chinese Cabbage Leaf Cross-Sections0 citations to this work.
Published 2026
YOLOv12-WCIRS: An Improved YOLOv12-Based Framework for Small Intestinal Lesion Detection in WCE0 citations to this work.
Published 2026
A Comprehensive Clinical Decision Support System for the Early Diagnosis of Axial Spondyloarthritis: Multi-Sequence MRI, Clinical Risk Integration, and Explainable Segmentation0 citations to this work.
Published 2026
A Calibrated Deep Learning Framework Integrating Spatial Annotations and Clinical Metadata for Safe Three-Class Bone Lesion Classification on Radiographs0 citations to this work.
Published 2026
Decision-Aware Vision Mamba with Context-Guided Slot Mixing for Chest X-Ray Screening and Culture-Based Hierarchical Tuberculosis Classification0 citations to this work.
Published 2025
Comparative Analysis of Transformer Architectures and Ensemble Methods for Automated Glaucoma Screening in Fundus Images from Portable Ophthalmoscopes0 citations to this work.
Published 2026
Hybrid CNN-Transformer Architecture for Robust Liver Tumor Segmentation in 2D CT Slices0 citations to this work.
Published 2025
Chest X-ray Pneumothorax Segmentation Using EfficientNet-B4 Transfer Learning in a U-Net Architecture0 citations to this work.
Published 2025
Enabling Plant Phenotyping in Weedy Environments using Multi-Modal Imagery via Synthetic and Generated Training Data0 citations to this work.
Published 2025
Rewiring Development in Brain Segmentation: Leveraging Adult Brain Priors for Enhancing Infant MRI Segmentation0 citations to this work.
Published 2025
From Classification to Cross-Modal Understanding: Leveraging Vision-Language Models for Fine-Grained Renal Pathology0 citations to this work.
Published 2025
Pathryoshka: Compressing Pathology Foundation Models via Multi-Teacher Knowledge Distillation with Nested Embeddings0 citations to this work.
Published 2026
A Unified Attention U-Net Framework for Cross-Modality Tumor Segmentation in MRI and CT0 citations to this work.
Published 2026
HMS-VesselNet: Hierarchical Multi-Scale Attention Network with Topology-Preserving Loss for Retinal Vessel Segmentation0 citations to this work.
Published 2026
Federated Medical Image Classification under Class and Domain Imbalance exploiting Synthetic Sample Generation0 citations to this work.
Published 2025
Data Augmentation for Medical Image Segmentation: A Comparative Analysis of Traditional Techniques and Synthetic Data Generation0 citations to this work.
Published 2026
Brain Tumor Detection from MRI Images Using YOLOv8 Deep Learning Model0 citations to this work.
Published 2026
DUCK-Net: Automated deep learning segmentation of Ductular Reactions in murine liver injury captures multicellular niche dynamics from H&E morphology0 citations to this work.
Published 2026
NucleoNet and DropNet: Generalist deep learning models for instance segmentation of nuclei and lipid droplets from electron microscopy images0 citations to this work.
Published 2026
Validation of an AI-based end-to-end model for prostate pathology using long-term archived routine samples0 citations to this work.
Published 2026
Mutually Exclusive Multiclass Lesion Segmentation in Neuroimaging: Binary-Guided Weak Supervision with Inter-Class Orthogonality0 citations to this work.
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StanfordAIMI/CheXagent-2-3b-srrg-findings5,152 public downloads · dependency manifest in README.md
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StanfordAIMI/CheXagent-2-3b-srrg-impression5,115 public downloads · dependency manifest in README.md
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ianpan/pneumonia-cxr54 public downloads · python ast import in modeling.py
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lebiraja/retinal-disease-classifier26 public downloads · card code import in README.md
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ibrahim313/ducknet-polyp-segmentation3 public downloads · card code import in README.md
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Aasna079/Dr_DetetctionB40 public downloads · python ast import in app.py
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ABRUBAB/brain-tumor-classifier0 public downloads · python ast import in app.py
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adelelsayed1991/chexpert-mae-densenet-fpn0 public downloads · python ast import in data/dataset.py
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adelelsayed1991/mae0 public downloads · python ast import in data/dataset.py
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Adi-huh/Bone-Fracture-Classifier0 public downloads · python ast import in app.py
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Adi-huh/medical-ct-xray-analyzer0 public downloads · python ast import in improved_visualization.py
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adityaranjan2005/retinal-vessel-analysis0 public downloads · python ast import in app.py
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Affan047/Rare_Disease_Detection0 public downloads · python ast import in app.py
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ahmeterdempmk/DeepLabV3Plus-With-EfficientNetB4-Encoder-50-Epoch-Polyp-Segmentation-0.9793-IoU0 public downloads · card code import in README.md
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anantha06/diabetic-retinopathy-detection0 public downloads · python ast import in app.py
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AndreaOcepa/malaria-blood-smear-detector0 public downloads · card code import in README.md
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AndreaOcepa/malaria-detector-app0 public downloads · python ast import in app.py
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AnikS22/MidasMap0 public downloads · dependency manifest in environment.yml
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Anonymous-AC/Demo0 public downloads · python ast import in app.py
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architha-vision/GI-Vision0 public downloads · python ast import in app.py
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arshenoy/cerebAI0 public downloads · python ast import in cerebAI.py
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danpresil/JustRAIGS-IEEE-ISBI-2024-3rd-place-solution-DEMO0 public downloads · python ast import in app-Copy1.py
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eashal/medical-ai-pneumonia-detector0 public downloads · python ast import in app.py
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histolytics-hub/cppnet-histo-cin2-pan-v10 public downloads · card code import in README.md
Verified runtime dependency · Hugging Face model
histolytics-hub/cppnet-histo-hgsc-pan-v10 public downloads · card code import in README.md
Verified runtime dependency · Hugging Face model
histolytics-hub/hovernet-histo-cin2-pan-v10 public downloads · card code import in README.md
Verified runtime dependency · Hugging Face model
histolytics-hub/hovernet-histo-hgsc-pan-v10 public downloads · card code import in README.md
Verified runtime dependency · Hugging Face model
histolytics-hub/stardist-histo-cin2-pan-v10 public downloads · card code import in README.md
Verified runtime dependency · Hugging Face model
histolytics-hub/stardist-histo-hgsc-pan-v10 public downloads · card code import in README.md
Verified runtime dependency · Hugging Face model
hmgill/RetinaRadar0 public downloads · card code import in README.md
Verified runtime dependency · Hugging Face space
ibrahim313/unet-adam-diceloss0 public downloads · python ast import in app.py
Verified runtime dependency · Hugging Face space
iceless/dr-classifier-demo0 public downloads · python ast import in app.py
Verified public-code use · Hugging Face model
jatinmehra/CSIRO-AUX_MODEL0 public downloads · python ast import in train.py
Verified public-code use · Hugging Face model
Jesusrodriguezf90/efficientnet-b0-isic2018-classification0 public downloads · card code import in README.md
Verified public-code use · Hugging Face model
Jesusrodriguezf90/unet-resnet34-isic2018-segmentation0 public downloads · card code import in README.md
Verified public-code use · Hugging Face space
KaiSKX/Alzheimer_Detection0 public downloads · python ast import in app.py
Verified runtime dependency · Hugging Face space
Kalpan0704/skin_lesion_segmentation0 public downloads · python ast import in app.py
Verified runtime dependency · Hugging Face space
Kanchan8808/breast-cancer-detection0 public downloads · python ast import in app.py
Verified runtime dependency · Hugging Face space
kareem-khaled/brain-tumor-mri-detection0 public downloads · python ast import in app.py
Verified runtime dependency · Hugging Face space
kashifmujeeb/dermai-api0 public downloads · dependency manifest in Dockerfile
Verified runtime dependency · Hugging Face space
KibromGebremedhin/TrachECA0 public downloads · python ast import in app.py
Verified runtime dependency · Hugging Face space
krishnakantlodhi/blood-group-fingerprint-demo0 public downloads · dependency manifest in requirements.txt
Verified runtime dependency · Hugging Face space
latifak1/colorscope-ai0 public downloads · dependency manifest in Dockerfile
Verified runtime dependency · Hugging Face space
m0hsin123/Brain_Tumor_Detection_and_Segmentation0 public downloads · python ast import in app.py
Verified runtime dependency · Hugging Face space
manideep0/Diabetic-Retinopathy-Diagnostic-AI0 public downloads · python ast import in app.py
Verified runtime dependency · Hugging Face space
medicaldataset/Efficientnet-b40 public downloads · python ast import in app.py
Verified runtime dependency · Hugging Face space
Mehedi2025Salman/skin-cancer-classification0 public downloads · python ast import in api/index.py
Verified runtime dependency · Hugging Face space
mistral-hackaton-2026/TB-Guard-XAI0 public downloads · python ast import in preprocessing.py
Verified runtime dependency · Hugging Face space
Mittalyash/mediscan-api0 public downloads · dependency manifest in Dockerfile
Verified runtime dependency · Hugging Face space
mobilal/ecg-echo-screening0 public downloads · python ast import in app.py
Verified runtime dependency · Hugging Face space
Mohab-Hossam/ChestXray-Detector0 public downloads · python ast import in app.py
Verified runtime dependency · Hugging Face space
Mohab-Hossam/medical-xray-classification0 public downloads · python ast import in app.py
Verified runtime dependency · Hugging Face space
mohammadnafia/Brain_Tumor_Detection_and_Segmentation0 public downloads · python ast import in app.py
Verified runtime dependency · Hugging Face model
Mok777/smart-om-improved-pipeline0 public downloads · dependency manifest in README.md
Verified runtime dependency · Hugging Face model
MrCzaro/Pressure_sore_cascade_classifier_Torch0 public downloads · card code import in README.md
Verified runtime dependency · Hugging Face space
Nandha11/ocular-cancer-detection0 public downloads · python ast import in app.py
Verified runtime dependency · Hugging Face space
NavyaDasari/Brain_tumour0 public downloads · python ast import in app.py
Verified runtime dependency · Hugging Face model
Nikhilkotturi/DermaScan0 public downloads · python ast import in app.py
Verified runtime dependency · Hugging Face space
PANKAJ-MOHAN/colorectal-histology-classifier0 public downloads · dependency manifest in requirements.txt
Verified runtime dependency · Hugging Face space
pascal-maker/medical-vlm-sam20 public downloads · python ast import in app.py
Verified runtime dependency · Hugging Face space
prabysingh996/gt-skin-demo0 public downloads · python ast import in app.py
Verified runtime dependency · Hugging Face space
prashant905/chest-xray-classifier0 public downloads · python ast import in app.py
Verified runtime dependency · Hugging Face space
PrashantRathaur/chest-xray-pneumonia-detection0 public downloads · python ast import in app.py
Verified runtime dependency · Hugging Face space
PreetiK2172/ScratchRadiology0 public downloads · dependency manifest in 02_Pre-Train And Best Model.ipynb
Verified runtime dependency · Hugging Face space
rabia12345/DermAI0 public downloads · dependency manifest in Dockerfile
Verified runtime dependency · Hugging Face space
rachit-ml/Women_disease_app_biobuilders_0.10 public downloads · dependency manifest in requirements.txt
Verified runtime dependency · Hugging Face model
raiyanz/diabetic-retinopathy-analysis0 public downloads · card code import in README.md
Verified runtime dependency · Hugging Face space
RajanD/chestXrayClassifier0 public downloads · python ast import in app.py
Verified runtime dependency · Hugging Face space
RioJune/AG-KD0 public downloads · python ast import in app.py
Verified runtime dependency · Hugging Face space
RishiNalem/monoscan0 public downloads · python ast import in app.py
Verified runtime dependency · Hugging Face space
Ritik1718/oral-cancer-detection0 public downloads · python ast import in app.py
Verified runtime dependency · Hugging Face space
RudraShivm/skin-cancer-detection-demo0 public downloads · python ast import in app.py
Verified runtime dependency · Hugging Face space
sandy45/ChestViT-Explainable-XRay-AI0 public downloads · python ast import in data/preprocessing.py
Verified runtime dependency · Hugging Face space
selba/melanoma-api0 public downloads · dependency manifest in Dockerfile
Verified runtime dependency · Hugging Face space
selba/melanoma-gradio0 public downloads · dependency manifest in Dockerfile
Verified runtime dependency · Hugging Face space
Shahid-Asghar/DeepMediScan0 public downloads · dependency manifest in Dockerfile
Verified runtime dependency · Hugging Face space
shipr1611/xray-explainer0 public downloads · python ast import in app.py
Verified public-code use · Hugging Face space
ShivamIIItian/lung-disease-classifier0 public downloads · python ast import in app.py
Verified runtime dependency · Hugging Face space
Snehithasai1250/Rhinoplasty0 public downloads · python ast import in app.py
Verified runtime dependency · Hugging Face space
Srivatsav09/PneumothoraxDetection0 public downloads · python ast import in app.py
Verified runtime dependency · Hugging Face space
Sumit0098073e5/scientific-forgery-detector0 public downloads · python ast import in app.py
Verified runtime dependency · Hugging Face space
Tada-tot/BrainVision0 public downloads · python ast import in app.py
Verified runtime dependency · Hugging Face space
TerryWang502/cxr-report-copilot0 public downloads · dependency manifest in Dockerfile
Verified runtime dependency · Hugging Face model
uncleMehrzad/polyp-segmentation0 public downloads · dependency manifest in README.md
Verified runtime dependency · Hugging Face space
usamyy/isic-skin-lesion-segmentation0 public downloads · python ast import in app.py
Verified runtime dependency · Hugging Face model
YYama0/RadFig-classifier0 public downloads · dependency manifest in README.md