Biomedical Informatics Publications
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Shamim Nemati, Supreeth P. Shashikumar, Fatemeh Amrollahi, Tsung-Ting Kuo and Lucila Ohno-Machado, Leveraging Artificial Intelligence to maximize use of Electronic Health Record data at pg 277 (and in espanol at pg125).
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Ohno-Machado L, Xu H. Coronavirus: indexed data speed up solutions. Nature 584, 192 (2020)
- Reeves J, Hollandsworth H, Longhurst, CA Rapid response to COVID-19: health informatics support for outbreak management in an academic health system. 2020 Jun 1;27(6):853-859. doi: 10.1093/jamia/ocaa037.
- Shashikumar, S, Paul, P, Nemati, S Development and Prospective Validation of a Transparent Deep Learning Algorithm for Predicting Need for Mechanical Ventilation. 2020 Jun 3;2020.05.30.20118109. doi: 10.1101/2020.05.30.20118109. Preprint
- Bonomi, L., Huang, Y. & Ohno-Machado, L. Privacy challenges and research opportunities for genomic data sharing. Nat Genet 52, 646–654 (2020).
- Kuo T, Gabriel R, Cidambi K, Ohno-Machado, L, EXpectation Propagation LOgistic REgRession on permissioned blockCHAIN (ExplorerChain): decentralized online healthcare/genomics predictive model learning. Journal of the American Medical Informatics Association, Volume 27, Issue 5, May 2020, Pages 747–756
- Tully J, Dameff C, Longhurst CA. Wave of Wearables: Clinical Management of Patients and the Future of Connected Medicine. Clin Lab Med. 2020 Mar;40(1):69-82. doi: 10.1016/j.cll.2019.11.004. Epub 2020 Jan 7. Review. PMID: 32008641 [PubMed - in process].
- Dow, M., Pyke, R. M., Tsui, B. Y., Alexandrov, L. B., Nakagawa, H., Taniguchi, K., … Font-Burgada, J. Integrative genomic analysis of mouse and human hepatocellular carcinoma. Proceedings of the National Academy of Sciences. 2018. doi: 10.1073/pnas.1811029115
- Kim J, Kim H, Bell E, Bath T, Paul P, Pham A, Jiang X, Zheng K, Ohno-Machado L. Patient Perspectives About Decisions to Share Medical Data and Biospecimens for Research. JAMA Netw Open. 2019 Aug 2;2(8):e199550. doi: 10.1001/jamanetworkopen.2019.9550.