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

, , , , , , , and . Sci Data, 10 (1): 41 (January 2023)
DOI: 10.1038/s41597-022-01721-8

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LSSANet: A Long Short Slice-Aware Network for Pulmonary Nodule Detection., , , , and . MICCAI (1), volume 13431 of Lecture Notes in Computer Science, page 664-674. Springer, (2022)Representation-Agnostic Shape Fields., , , , , , , and . ICLR, OpenReview.net, (2022)LeFusion: Synthesizing Myocardial Pathology on Cardiac MRI via Lesion-Focus Diffusion Models., , , and . CoRR, (2024)EyeFound: A Multimodal Generalist Foundation Model for Ophthalmic Imaging., , , , , , , , and . CoRR, (2024)Reinventing 2D Convolutions for 3D Medical Images., , , , , and . CoRR, (2019)Learning Tumor Growth via Follow-Up Volume Prediction for Lung Nodules., , , , , , , and . MICCAI (6), volume 12266 of Lecture Notes in Computer Science, page 508-517. Springer, (2020)Stochastic Label Refinery: Toward Better Target Label Distribution., , and . ICPR, page 9115-9121. IEEE, (2020)Relational Learning Between Multiple Pulmonary Nodules via Deep Set Attention Transformers., , , , and . ISBI, page 1875-1878. IEEE, (2020)MedMNIST Classification Decathlon: A Lightweight AutoML Benchmark for Medical Image Analysis., , and . ISBI, page 191-195. IEEE, (2021)Asymmetric 3D Context Fusion for Universal Lesion Detection., , , , , and . MICCAI (5), volume 12905 of Lecture Notes in Computer Science, page 571-580. Springer, (2021)