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De-black-boxing health AI: demonstrating reproducible machine learning computable phenotypes using the N3C-RECOVER Long COVID model in the All of Us data repository.

, , , , , , , , , , , , , and . J. Am. Medical Informatics Assoc., 30 (7): 1305-1312 (June 2023)

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Computer Aided Histopathological Classification of Cancer Subtypes., , , , and . BIBE, page 503-508. IEEE Computer Society, (2007)An Analysis of Scale and Rotation Invariance in the Bag-of-Features Method for Histopathological Image Classification., , , , and . MICCAI (3), volume 6893 of Lecture Notes in Computer Science, page 66-74. Springer, (2011)Harmonizing units and values of quantitative data elements in a very large nationally pooled electronic health record (EHR) dataset., , , , , , , , , and 13 other author(s). J. Am. Medical Informatics Assoc., 29 (7): 1172-1182 (2022)Evolving Biological Behavior in Gene-Based Cellular Simulations., , , and . BIBE, page 509-516. IEEE Computer Society, (2007)SecureMed-ID: memorable and private identifiers for off-site access to medical records., , and . BCB, page 541-543. ACM, (2011)Clinical encounter heterogeneity and methods for resolving in networked EHR data: a study from N3C and RECOVER programs., , , , , , , , , and 3 other author(s). J. Am. Medical Informatics Assoc., 30 (6): 1125-1136 (2023)De-black-boxing health AI: demonstrating reproducible machine learning computable phenotypes using the N3C-RECOVER Long COVID model in the All of Us data repository., , , , , , , , , and 4 other author(s). J. Am. Medical Informatics Assoc., 30 (7): 1305-1312 (June 2023)Subtype-Specific Spatial Descriptors of Tumor-Immune Microenvironment are Prognostic of Survival in Lung Adenocarcinoma., , , , and . ISBI, page 1-5. IEEE, (2022)SMOOTH-GAN: Towards Sharp and Smooth Synthetic EHR Data Generation., , , , , , , , , and . AIME, volume 12299 of Lecture Notes in Computer Science, page 37-48. Springer, (2020)Feasibility of multiplex quantum dot stain using primary antibodies from four distinct host animals., , , , and . EMBC, page 6576-6579. IEEE, (2012)