medmnist
Datasets
All datasets matching “medmnist”Enhanced-MedMNIST
Cross-Dimensional Evaluation Datasets
Transfer learning in machine learning models, particularly deep learning architectures, requires diverse datasets to ensure robustness and generalizability across tasks and domains. This repository provides comprehensive details on the datasets used for evaluation, categorized into 2D and 3D datasets. These datasets span variations in image dimensions, pixel ranges, label types, and unique labels, facilitating a thorough assessment of… See the full description on the dataset page: https://huggingface.co/datasets/convergedmachine/Enhanced-MedMNIST.medmnist-v2MedMNIST v2 is a large-scale MNIST-like collection of standardized biomedical images, including 12 datasets for 2D and 6 datasets for 3D.medmnist-v2MedMNIST v2 is a large-scale MNIST-like collection of standardized biomedical images, including 12 datasets for 2D and 6 datasets for 3D.medmnist
Dataset Card for MedMNIST
Dataset Details
Dataset Description
MedMNIST is a large-scale MNIST-like collection of standardized biomedical images, including 12 datasets for 2D and 6 datasets for 3D. All images are pre-processed into 28x28 (2D) or 28x28x28 (3D) with the corresponding classification labels.
License: CC BY 4.0
Dataset Sources
Homepage: https://medmnist.com/
Paper: Yang, J., Shi, R., Wei, D., Liu, Z., Zhao, L., Ke, B., ... & Ni… See the full description on the dataset page: https://huggingface.co/datasets/galilai-group/medmnist.medmnist
Dataset Card for PathMedMNIST
This is currently the PathMedMNIST part of the MedMNIST dataset in 64x64 resolution.
Dataset Source
Website: https://medmnist.com/
The entire dataset on HF albertvillanova/medmnist-v2
MedMNIST