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

We introduce MedMNIST v2, a large-scale MNIST-like dataset collection of standardized biomedical images, including 12 datasets for 2D and 6 datasets for 3D. All images are pre-processed into a small size of 28 × 28 (2D) or 28 × 28 × 28 (3D) with the corresponding classification labels so that no bac...

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Detalles Bibliográficos
Autores principales: Yang, Jiancheng, Shi, Rui, Wei, Donglai, Liu, Zequan, Zhao, Lin, Ke, Bilian, Pfister, Hanspeter, Ni, Bingbing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9852451/
https://www.ncbi.nlm.nih.gov/pubmed/36658144
http://dx.doi.org/10.1038/s41597-022-01721-8