Classification of Normal vs Malignant Cells in B-ALL White Blood Cancer Microscopic Image - ISBI 2019

Cell classification via image processing

MAGPIE: MULTI-STAIN AND MULTI-ORGAN PATHOLOGY IMAGE RESTORATION CHALLENGE (2025)

MULTI-STAIN AND MULTI-ORGAN PATHOLOGY IMAGE RESTORATION

ClinIQLink 2025 - LLM Lie Detector Test

Produce factually accurate medical information

ArchEHR-QA 2025 Shared Task on Grounded Electronic Health Record Question Answering

Automatically answer patients'' questions given important clinical evidence

Una Europa Epilepsy Data Challenge

Seizure Detection Challenge

CVPR 2025: Foundation Models for Text-guided 3D Biomedical Image Segmentation

Foundation Models for Text-guided 3D Biomedical Image Segmentation

Shared Task: Identification of the severity of the depression in forum posts

Automated analysis of depression severity

ECG Compression Challenge

Evaluate the performance of ECG signal compression algorithms.

INFO 511 Spring 2025 - Healthcare Equity Explorer

Build a predictive model to identify disparities in access and outcomes.

MICCAI STSR 2025 CBCT teeth and root plup canal segmentation

Precise segmentation of the root pulp canal allows for a clearer visualization of its morphology, branches, and curvatures, facilitating the development of more refined filling strategies. However, the annotation of tooth root pulp canal regions in CBCT images is inherently labor-intensive, requiring a substantial investment of time and human resources. STS 2024: Tooth instance segmentation in 2D panoramic X-ray images and 3D dental CBCT scans. Task1: tooth instance segmentation in 2D panoramic X-ray images Task2:tooth instance segmentation in 3D dental CBCT scans In STS 2025, we extend the STS 2024 Challenge and a novel reigstration task was added into the challenge: Task 1: Teeth and pulp root canal segmentation in CBCT scans Task 2: Crown and root registration for IOS scans and CBCT scans In MICCAI STSR 2025 Challenge Task 1, we scale up the dataset and provide more fine-grained annotations for different teeth, including teeth and corresponding root plup canal. The segmentat...

Foundation Models for Genomic Modeling and Understanding

Challenge on Foundation Models for Genomic Modeling and Understanding

MICCAI FLARE 2025

Organ and cancer segmentation in medical images

MICCAI AIIB23 Airway-Informed Quantitative CT Imaging Biomarker for Fibrotic Lung Disease

Airway-Informed Quantitative CT Imaging Biomarker for Fibrotic Lung Disease

MAMA-MIA Challenge

Breast MRI Tumour Segmentation and Treatment Response Prediction

BioLaySumm 2025-Shared Task on Lay Summarization of Biomedical Research Articles and Radiology Reports

Abstractive summarization of biomedical articles.

Robust AI-driven Identification and Quantification of Medical Imaging biomarkers: Pulmonary Fibrosis Segmentation Challenge 2025 PuFiSeg2025 Task 2

Low-dose CT denoising of pulmonary imaging.

Robust AI-driven Identification and Quantification of Medical Imaging biomarkers: Pulmonary Fibrosis Segmentation Challenge 2025 PuFiSeg2025 Task 1

Robust AI-driven Identification and Quantification of Medical Imaging biomarkers

BioCreative IX Track 2 - Sentence segmentation of real-life clinical notes

Segment clinical notes into sentences

BioCreative IX Track 1: MedHopQA

Advance LLM-based systems in answering multi-step reasoning questions.

CellMap Segmentation Challenge

Setting the stage for significant breakthroughs in image segmentation

Predict Calorie Expenditure

Your goal is to predict how many calories were burned during a workout.

First DREAM Target 2035 Drug Discovery Challenge

Build DEL-ML models to discover hits (bioactive drug-like molecules)

FungiCLEF25

Few shot classification with rare fungi species.

Cell Maps for AI

Map human cells and use these maps for interpretable genotype-phenotype learning