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Federated and distributed learning applications for electronic health records and structured medical data: a scoping review.

, , , , , , , , , , , , , , and . J. Am. Medical Informatics Assoc., 30 (12): 2041-2049 (November 2023)

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Foundation Model Makes Clustering a Better Initialization for Active Learning., and . CoRR, (2024)Leveraging Anatomical Constraints with Uncertainty for Pneumothorax Segmentation., , , , and . CoRR, (2023)Enabling FPGAs for future deep space exploration missions: Improving fault-tolerance and computation density with R3TOS., , , , , and . AHS, page 104-112. IEEE, (2011)Automated ICD coding via unsupervised knowledge integration (UNITE)., , , , , , and . Int. J. Medical Informatics, (2020)sureLDA: A multidisease automated phenotyping method for the electronic health record., , , , , , , , and . J. Am. Medical Informatics Assoc., 27 (8): 1235-1243 (2020)An adaptive FPGA implementation of multi-core K-nearest neighbour ensemble classifier using dynamic partial reconfiguration., , , and . FPL, page 627-630. IEEE, (2012)Federated and distributed learning applications for electronic health records and structured medical data: A scoping review., , , , , , , , , and 5 other author(s). CoRR, (2023)SurvMaximin: Robust federated approach to transporting survival risk prediction models., , , , , , , , , and 48 other author(s). J. Biomed. Informatics, (2022)Trans-Balance: Reducing demographic disparity for prediction models in the presence of class imbalance., , , , , and . J. Biomed. Informatics, (January 2024)sureLDA: A Novel Multi-Disease Automated Phenotyping Method for the Electronic Health Record., , , , , , , , and . AMIA, AMIA, (2019)