An open-source framework for end-to-end analysis of electronic health record data.
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| Title: | An open-source framework for end-to-end analysis of electronic health record data. |
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| Authors: | Heumos L; Institute of Computational Biology, Helmholtz Munich, Munich, Germany.; Institute of Lung Health and Immunity and Comprehensive Pneumology Center with the CPC-M bioArchive; Helmholtz Zentrum Munich; member of the German Center for Lung Research (DZL), Munich, Germany.; TUM School of Life Sciences Weihenstephan, Technical University of Munich, Munich, Germany., Ehmele P; Institute of Computational Biology, Helmholtz Munich, Munich, Germany., Treis T; Institute of Computational Biology, Helmholtz Munich, Munich, Germany.; TUM School of Life Sciences Weihenstephan, Technical University of Munich, Munich, Germany., Upmeier Zu Belzen J; Health Data Science Unit, Heidelberg University and BioQuant, Heidelberg, Germany., Roellin E; Institute of Computational Biology, Helmholtz Munich, Munich, Germany.; Department of Mathematics, School of Computation, Information and Technology, Technical University of Munich, Munich, Germany., May L; Institute of Computational Biology, Helmholtz Munich, Munich, Germany.; Department of Mathematics, School of Computation, Information and Technology, Technical University of Munich, Munich, Germany., Namsaraeva A; Institute of Computational Biology, Helmholtz Munich, Munich, Germany.; Konrad Zuse School of Excellence in Learning and Intelligent Systems (ELIZA), Darmstadt, Germany., Horlava N; Institute of Computational Biology, Helmholtz Munich, Munich, Germany.; TUM School of Life Sciences Weihenstephan, Technical University of Munich, Munich, Germany., Shitov VA; Institute of Computational Biology, Helmholtz Munich, Munich, Germany.; TUM School of Life Sciences Weihenstephan, Technical University of Munich, Munich, Germany., Zhang X; Institute of Computational Biology, Helmholtz Munich, Munich, Germany., Zappia L; Institute of Computational Biology, Helmholtz Munich, Munich, Germany.; Department of Mathematics, School of Computation, Information and Technology, Technical University of Munich, Munich, Germany., Knoll R; Systems Medicine, Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE), Bonn, Germany., Lang NJ; Institute of Lung Health and Immunity and Comprehensive Pneumology Center with the CPC-M bioArchive; Helmholtz Zentrum Munich; member of the German Center for Lung Research (DZL), Munich, Germany., Hetzel L; Institute of Computational Biology, Helmholtz Munich, Munich, Germany.; Department of Mathematics, School of Computation, Information and Technology, Technical University of Munich, Munich, Germany., Virshup I; Institute of Computational Biology, Helmholtz Munich, Munich, Germany., Sikkema L; Institute of Computational Biology, Helmholtz Munich, Munich, Germany.; TUM School of Life Sciences Weihenstephan, Technical University of Munich, Munich, Germany., Curion F; Institute of Computational Biology, Helmholtz Munich, Munich, Germany.; Department of Mathematics, School of Computation, Information and Technology, Technical University of Munich, Munich, Germany., Eils R; Health Data Science Unit, Heidelberg University and BioQuant, Heidelberg, Germany.; Center for Digital Health, Berlin Institute of Health (BIH) at Charité - Universitätsmedizin Berlin, Berlin, Germany., Schiller HB; Institute of Lung Health and Immunity and Comprehensive Pneumology Center with the CPC-M bioArchive; Helmholtz Zentrum Munich; member of the German Center for Lung Research (DZL), Munich, Germany.; Research Unit, Precision Regenerative Medicine (PRM), Helmholtz Munich, Munich, Germany., Hilgendorff A; Institute of Lung Health and Immunity and Comprehensive Pneumology Center with the CPC-M bioArchive; Helmholtz Zentrum Munich; member of the German Center for Lung Research (DZL), Munich, Germany.; Center for Comprehensive Developmental Care (CDeCLMU) at the Social Pediatric Center, Dr. von Hauner Children's Hospital, LMU Hospital, Ludwig Maximilian University, Munich, Germany., Theis FJ; Institute of Computational Biology, Helmholtz Munich, Munich, Germany. fabian.theis@helmholtz-muenchen.de.; TUM School of Life Sciences Weihenstephan, Technical University of Munich, Munich, Germany. fabian.theis@helmholtz-muenchen.de.; Department of Mathematics, School of Computation, Information and Technology, Technical University of Munich, Munich, Germany. fabian.theis@helmholtz-muenchen.de. |
| Source: | Nature medicine [Nat Med] 2024 Nov; Vol. 30 (11), pp. 3369-3380. Date of Electronic Publication: 2024 Sep 12. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Nature Publishing Company Country of Publication: United States NLM ID: 9502015 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1546-170X (Electronic) Linking ISSN: 10788956 NLM ISO Abbreviation: Nat Med Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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