On requestColour fundus photography
Retinal Fundus Image Dataset
Colour fundus photographs of inherited and common retinal diseases from UKB Ophthalmology and Beirut Arab University, used to study affordable and …
Open science
Datasets
Datasets curated or released by the lab. Each dataset links to the papers that use it and the funded project that produced it.
On request
On requestMRI · MR Fingerprinting
Prostate MRI Dataset with MR Fingerprinting
3D bi-parametric prostate MRI with quantitative MR-Fingerprinting relaxometry and histopathological reference for clinically significant prostate …
On requestCT
Pancreatic Ductal Adenocarcinoma Multi-Center CT Dataset
Retrospective multi-center CT cohort for federated lymph-node metastasis detection in PDAC, collected at UKB, Charité Berlin and University Medical …
On requestMRI
Neonatal Ultra-Low-Field / High-Field MRI Dataset
Unique paired ultra-low-field (Hyperfine, 0.064 T) and high-field (3 T) neonatal brain MRI of infants under six months with nine distinct pathologies.
On requestCT (photon-counting)
Musculoskeletal Photon-Counting CT Dataset
In-house whole-body / lower-limb CT scans used for cross-institutional generalisation and federated musculoskeletal segmentation with NAIST, Japan.
On requestMRI
MR-Linac Adaptive Radiotherapy MRI Dataset
Longitudinal multi-center MRI cohort of planning and fraction scans for MRI-guided online adaptive radiotherapy (DFG project 469106425).
OpenHistopathology (IHC)
LYSTO — Lymphocyte Assessment Hackathon Benchmark
Benchmark for lymphocyte assessment in IHC computational pathology, introduced as a MICCAI 2019 hackathon.
On requestUltrasound
Giant Cell Arteritis Ultrasound Dataset
In-house ultrasound dataset of temporal and axillary artery scans with expert annotations of hypoechoic wall thickening, intima–media thickness and …
OpenHistopathology · CT · Dermatology · Tabular
FLamby — Federated Learning Benchmark for Healthcare
Benchmark suite of seven real-world medical datasets with natural silo splits for cross-silo federated learning (NeurIPS 2022, Datasets & …
On requestUltrasound
Fetal Ultrasound Dataset for Congenital Diaphragmatic Hernia
Retrospective fetal ultrasound collection assembled with UKB Prenatal Medicine; informed a systematic review of AI in obstetric and gynaecologic …
On requestHistopathology
Conjunctival Melanocytic Intraepithelial Lesion (CMIL) Histopathology Dataset
Multi-center, expert-annotated conjunctival biopsy image patches labelled along five clinically defined grading axes — basis of INTERACT-CMIL.
On requestMammography
Breast Mammography Dataset (Lebanon & international cohorts)
Biopsy-confirmed mammography cohort from the Lebanese Hospital Geitaoui (Beirut), complemented by international datasets to audit bias and robustness …
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