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

Foundation Models for Text-guided 3D Biomedical Image Segmentation

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

Cell classification via image processing

Breast Cancer Immunohistochemical Image Generation Challenge

Breast cancer immunohistochemical image generation

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

MULTI-STAIN AND MULTI-ORGAN PATHOLOGY IMAGE RESTORATION

Medical Image De-Identification Benchmark (MIDI-B) Challenge

Assessment rule-based DICOM image de-identification (deID) algorithms

Ultrasound Image Enhancement challenge 2023

Ultrasound image enhancement challenge 2023

CellMap Segmentation Challenge

Setting the stage for significant breakthroughs in image segmentation

Low-dose Computed Tomography Perceptual Image Quality Assessment

Low-dose CT perceptual image quality assessment challenge

Foundation Model Prompting for Medical Image Classification

Model adaptation for medical image classification challenge

iBioHash 2024-FGVC11

A task of large-scale zero-shot fine-grained image hashing.

Parasite detection

Detect if cell image has parasite or is uninfected

QUBIQ

Biomedical image segmentation uncertainties

RIADD (ISBI-2021)

Retinal image analysis for disease detection

CT diagnosis of COVID-19

COVID-19 CT Image Diagnosis Competition

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.

iChallenges

Eye image modalities, including REFUGE, PALM, RETOUCH, among others

CATARACTS

Image-based tool detection algorithms for cataract surgery

CADA

Cerebral aneurysm image analysis challenge

Recursion Cellular Image Classification

CellSignal-Disentangling biological signal in cellular images

BYU - Locating Bacterial Flagellar Motors 2025

Help locate flagellar motors in three-dimensional reconstructions of bacteria.

Mushroom multiclass classification

Create a model that classifies images of the most famous mushrooms from Estonia.

CADA - Aneurysm Segmentation

Cerebral aneurysm image analysis: detect, segment, assess risk

Spot the Mask Challenge

Can you predict whether a person in an image is wearing a face mask?

UW-Madison GI Tract Image Segmentation

Track healthy organs in medical scans to improve cancer treatment