Scientific Data (Jan 2023)

MedMNIST v2 - A large-scale lightweight benchmark for 2D and 3D biomedical image classification

Jiancheng Yang,
Rui Shi,
Donglai Wei,
Zequan Liu,
Lin Zhao,
Bilian Ke,
Hanspeter Pfister,
Bingbing Ni

Affiliations

Jiancheng Yang: Shanghai Jiao Tong University
Rui Shi: Shanghai Jiao Tong University
Donglai Wei: Boston College
Zequan Liu: RWTH Aachen University
Lin Zhao: Department of Endocrinology and Metabolism, Fudan Institute of Metabolic Diseases, Zhongshan Hospital, Fudan University
Bilian Ke: Department of Ophthalmology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine
Hanspeter Pfister: Harvard University
Bingbing Ni: Shanghai Jiao Tong University

DOI: https://doi.org/10.1038/s41597-022-01721-8
Journal volume & issue: Vol. 10, no. 1
pp. 1 – 10

Abstract

Measurement(s) supervised machine learning Technology Type(s) machine learning

Published in Scientific Data

ISSN: 2052-4463 (Online)
Publisher: Nature Portfolio
Country of publisher: United Kingdom
LCC subjects: Science
Website: https://www.nature.com/sdata/

About the journal