Not finding it? Sign in to also search OpenAlex live.
-
Overcoming data scarcity in biomedical imaging with a foundational multi-task model2024 Nature Computational Science article Medicine Radiomics and Machine Learning in Medical Imaging Open access
Till Nicke, Henning Höfener, Annkristin Lange, Dorit Merhof, Friedrich Feuerhake, Volkmar Schulz, +2 more
73citations -
Overcoming Data Scarcity in Biomedical Imaging with a Foundational Multi-Task Model2023 arXiv (Cornell University) preprint Medicine Radiomics and Machine Learning in Medical Imaging Open access
Raphael Schäfer, Till Nicke, Henning Höfener, Annkristin Lange, Dorit Merhof, Friedrich Feuerhake, +3 more
2citations -
Biomedical Large Languages Models Seem not to be Superior to Generalist Models on Unseen Medical Data2024 arXiv (Cornell University) preprint Biochemistry, Genetics and Molecular Biology Cancer Genomics and Diagnostics Open access
Felix J. Dorfner, Amin Dada, Felix Busch, Marcus R. Makowski, Daniel Truhn, Jens Kleesiek, +4 more
8citations -
MedMNIST v2 - A large-scale lightweight benchmark for 2D and 3D biomedical image classification2023 Scientific Data data-paper Computer Science AI in cancer detection Open access cited by 1 patent
Jiancheng Yang, Rui Shi, Donglai Wei, Zequan Liu, Lin Zhao, Hanspeter Pfister, +1 more
1,032citations -
MedMNIST: 18x Standardized Datasets for 2D and 3D Biomedical Image Classification2024 Zenodo (CERN European Organization for Nuclear Research) dataset Medicine Radiomics and Machine Learning in Medical Imaging Open access
Jiancheng Yang, Rui Shi, Donglai Wei, Zequan Liu, Lin Fan Zhao, Hanspeter Pfister, +1 more
0citations -
MedMNIST v2: A Large-Scale Lightweight Benchmark for 2D and 3D Biomedical Image Classification2022 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science AI in cancer detection Open access
Jiancheng Yang, Rui Shi, Donglai Wei, Zequan Liu, Lin Zhao, Hanspeter Pfister, +1 more
0citations -
MedMNIST v2: A Large-Scale Lightweight Benchmark for 2D and 3D Biomedical Image Classification2021 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science AI in cancer detection Open access
Jiancheng Yang, Rui Shi, Donglai Wei, Zequan Liu, Lin Zhao, Hanspeter Pfister, +1 more
2citations -
Label scarcity in biomedicine: Data-rich latent factor discovery enhances phenotype prediction2021 arXiv (Cornell University) preprint Biochemistry, Genetics and Molecular Biology Biomedical Text Mining and Ontologies Open access
Marc-André Schulz, Bertrand Thirion, Alexandre Gramfort, Gaël Varoquaux, Danilo Bzdok
1citations -
CDE-Mapper: Using retrieval-augmented language models for linking clinical data elements to controlled vocabularies2025 Computers in Biology and Medicine article Biochemistry, Genetics and Molecular Biology Biomedical Text Mining and Ontologies Open access
Komal Gilani, Marlo Verket, Michel J. Dumontier, Hans‐Peter Brunner‐La Rocca, Visara Urovi
4citations