Image: Kaggle competition pageKaggle · 2025
RSNA Intracranial Aneurysm Detection
Detect the presence and location of intracranial aneurysms in multimodal imaging data
Medical imagingVolume classification
- Winners
- 4
- Teams
- 1,147
- Prize pool
- $50,000
Medical imaging
Photo: MART PRODUCTION on Pexels
AI competitions
Albumentations in Medical imaging AI competitions
Used by winning teams in 25 AI competitions
Clinical and biomedical imaging used for diagnosis, treatment, anatomical analysis, and digital pathology.
Public examples
AI competitions — newest first
25 competitions
Image: Kaggle competition page
Image: Kaggle competition pageKaggle · 2024
HMS - Harmful Brain Activity Classification
Classify seizures and other patterns of harmful brain activity in critically ill patients
Life sciencesImage classification
- Winners
- 3
- Teams
- 2,767
- Prize pool
- $50,000
Image: Kaggle competition pageKaggle · 2024
ISIC 2024 - Skin Cancer Detection with 3D-TBP
Identify cancers among skin lesions cropped from 3D total body photographs
Medical imagingImage classification
- Winners
- 8
- Teams
- 2,739
- Prize pool
- $80,000
Image: Kaggle competition pageKaggle · 2024
RSNA 2024 Lumbar Spine Degenerative Classification
Classify lumbar spine degenerative conditions
Medical imagingVolume classification
- Winners
- 5
- Teams
- 1,874
- Prize pool
- $50,000
Image: Kaggle competition pageKaggle · 2024
SenNet + HOA - Hacking the Human Vasculature in 3D
Segment vasculature in 3D scans of human kidney
Life sciencesVolume segmentation
- Winners
- 7
- Teams
- 1,149
- Prize pool
- $80,000
Image: Kaggle competition pageKaggle · 2024
UBC Ovarian Cancer Subtype Classification and Outlier Detection (UBC-OCEAN)
Navigating Ovarian Cancer: Unveiling Common Histotypes and Unearthing Rare Variants
Medical imagingImage classification
- Winners
- 3
- Teams
- 1,326
- Prize pool
- $50,000
Image: Kaggle competition pageKaggle · 2023
HuBMAP - Hacking the Human Vasculature
Segment instances of microvascular structures from healthy human kidney tissue slides.
Life sciencesInstance segmentation
- Winners
- 3
- Teams
- 1,021
- Prize pool
- $50,000
Image: Kaggle competition pageKaggle · 2023
RSNA 2023 Abdominal Trauma Detection
Detect and classify traumatic abdominal injuries
Medical imagingVolume classification
- Winners
- 4
- Teams
- 1,125
- Prize pool
- $50,000
Image: Kaggle competition pageKaggle · 2023
RSNA Screening Mammography Breast Cancer Detection
Find breast cancers in screening mammograms
Medical imagingImage classification
- Winners
- 10
- Teams
- 1,687
- Prize pool
- $50,000
Image: Kaggle competition pageKaggle · 2022
HuBMAP + HPA - Hacking the Human Body
Segment multi-organ functional tissue units
Life sciencesSemantic segmentation
- Winners
- 1
- Teams
- 1,174
- Prize pool
- $60,000
Mayo Clinic - STRIP AI: competition imagePexelsKaggle · 2022
Mayo Clinic - STRIP AI
Image Classification of Stroke Blood Clot Origin
Medical imagingImage classification
- Winners
- 1
- Teams
- 888
- Prize pool
- $10,000
Image: Kaggle competition pageKaggle · 2022
RSNA 2022 Cervical Spine Fracture Detection
Identify cervical fractures from scans
Medical imagingVolume classification
- Winners
- 7
- Teams
- 883
- Prize pool
- $30,000
UW-Madison GI Tract Image Segmentation: competition imagePexelsKaggle · 2022
UW-Madison GI Tract Image Segmentation
Track healthy organs in medical scans to improve cancer treatment
Medical imagingVolume segmentation
- Winners
- 4
- Teams
- 1,548
- Prize pool
- $25,000
Image: Kaggle competition pageKaggle · 2021
HuBMAP - Hacking the Kidney
Identify glomeruli in human kidney tissue images
Life sciencesSemantic segmentation
- Winners
- 3
- Teams
- 1,200
- Prize pool
- $60,000
Image: Kaggle competition pageKaggle · 2021
RANZCR CLiP - Catheter and Line Position Challenge
Classify the presence and correct placement of tubes on chest x-rays to save lives
Medical imagingMultilabel classification
- Winners
- 2
- Teams
- 1,547
- Prize pool
- $50,000
Image: Kaggle competition pageKaggle · 2021
RSNA-MICCAI Brain Tumor Radiogenomic Classification
Predict the status of a genetic biomarker important for brain cancer treatment
Medical imagingVolume classification
- Winners
- 2
- Teams
- 1,555
- Prize pool
- $30,000
Image: Kaggle competition pageKaggle · 2021
SIIM-FISABIO-RSNA COVID-19 Detection
Identify and localize COVID-19 abnormalities on chest radiographs
Medical imagingObject detection
- Winners
- 9
- Teams
- 1,305
- Prize pool
- $100,000
VinBigData Chest X-ray Abnormalities Detection: competition imagePexelsKaggle · 2021
VinBigData Chest X-ray Abnormalities Detection
Automatically localize and classify thoracic abnormalities from chest radiographs
Medical imagingObject detection
- Winners
- 2
- Teams
- 1,275
- Prize pool
- $50,000
Image: Kaggle competition pageKaggle · 2020
Prostate cANcer graDe Assessment (PANDA) Challenge
Prostate cancer diagnosis using the Gleason grading system
Medical imagingOrdinal classification
- Winners
- 7
- Teams
- 1,010
- Prize pool
- $25,000
Image: Kaggle competition pageKaggle · 2020
RSNA STR Pulmonary Embolism Detection
Classify Pulmonary Embolism cases in chest CT scans
Medical imagingVolume classification
- Winners
- 9
- Teams
- 784
- Prize pool
- $30,000
Image: Kaggle competition pageKaggle · 2020
SIIM-ISIC Melanoma Classification
Identify melanoma in lesion images
Medical imagingImage classification
- Winners
- 2
- Teams
- 3,308
- Prize pool
- $30,000
Image: Kaggle competition pageKaggle · 2020
TReNDS Neuroimaging
Multiscanner normative age and assessments prediction with brain function, structure, and connectivity
Medical imagingVisual regression
- Winners
- 1
- Teams
- 1,047
- Prize pool
- $25,000
Image: Kaggle competition pageKaggle · 2019
APTOS 2019 Blindness Detection
Detect diabetic retinopathy to stop blindness before it's too late
Medical imagingOrdinal classification
- Winners
- 3
- Teams
- 2,928
- Prize pool
- $50,000
Image: Kaggle competition pageKaggle · 2019
RSNA Intracranial Hemorrhage Detection
Identify acute intracranial hemorrhage and its subtypes
Medical imagingMultilabel classification
- Winners
- 5
- Teams
- 432
- Prize pool
- $25,000
Image: Kaggle competition pageKaggle · 2019
SIIM-ACR Pneumothorax Segmentation
Identify Pneumothorax disease in chest x-rays
Medical imagingSemantic segmentation
- Winners
- 8
- Teams
- 350
- Prize pool
- $30,000
Academic challenges
Additional public challenge use
These challenge solution links are separate from the AI competition winner count above.
Used in 6 public MICCAI and ISBI challenges
- MICCAI2026
Foundation Model Challenge for Ultrasound Biometry
3 public solution and leaderboard links
- ISBI2024
Justified Referral in AI Glaucoma Screening
- MICCAI2024
Ultra-Widefield Fundus Imaging for Diabetic Retinopathy
10 public solution and leaderboard links
- MICCAI2023
OCELOT 2023: Cell Detection from Cell-Tissue Interaction
11 public solution and leaderboard links
- ISBI2021
Retinal Image Analysis for multi-Disease Detection Challenge (RIADD, ISBI 2021)
5 public solution and leaderboard links
- MICCAI2018
MICCAI 2018 Robotic Scene Segmentation Challenge (ROBOT18)
4 public solution and leaderboard links