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Machine learning based study of longitudinal HbA1c trends and their association with all‐cause mortality: Analyses from a National Diabetes Registry.

Autor: Cahn, Avivit, Zuker, Inbar, Eilenberg, Roni, Uziel, Moshe, Tsadok, Meytal Avgil, Raz, Itamar, Lutski, Miri

Publikováno v: Diabetes/Metabolism Research & Reviews; Jan2022, Vol. 38 Issue 1, p1-9, 9p

Identifying Diabetes Related-Complications in a Real-World Free-Text Electronic Medical Records in Hebrew Using Natural Language Processing Techniques.

Autor: Saban M; Nursing Department, School of Health Professions, Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel., Lutski M; The Israel Center for Disease Control, Ministry of Health, Ramat Gan, Israel.; Department of Epidemiology and Preventive Medicine, School of Public Health, Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel., Zucker I; The Israel Center for Disease Control, Ministry of Health, Ramat Gan, Israel.; Department of Epidemiology and Preventive Medicine, School of Public Health, Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel., Uziel M; TIMNA-Israel Ministry of Health's Big Data Platform, Ministry of Health, Jerusalem, Israel., Ben-Moshe D; TIMNA-Israel Ministry of Health's Big Data Platform, Ministry of Health, Jerusalem, Israel., Israel A; Department of Epidemiology and Preventive Medicine, School of Public Health, Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel.; Leumit Research Institute and Department of Family Medicine, Leumit Health Care Services, Tel Aviv, Israel., Vinker S; Leumit Research Institute and Department of Family Medicine, Leumit Health Care Services, Tel Aviv, Israel.; Department of Family Medicine, Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel., Golan-Cohen A; Leumit Research Institute and Department of Family Medicine, Leumit Health Care Services, Tel Aviv, Israel.; Department of Family Medicine, Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel., Laufer I; Leumit Research Institute and Department of Family Medicine, Leumit Health Care Services, Tel Aviv, Israel., Green I; Leumit Research Institute and Department of Family Medicine, Leumit Health Care Services, Tel Aviv, Israel.; Adelson School of Medicine, Ariel University, Ariel, Israel., Eldor R; Leumit Research Institute and Department of Family Medicine, Leumit Health Care Services, Tel Aviv, Israel.; Diabetes Unit, Institute of Endocrinology, Metabolism and Hypertension, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel., Merzon E; Leumit Research Institute and Department of Family Medicine, Leumit Health Care Services, Tel Aviv, Israel.; Adelson School of Medicine, Ariel University, Ariel, Israel.

Publikováno v: Journal of diabetes science and technology [J Diabetes Sci Technol] 2024 Jan 30, pp. 19322968241228555. Date of Electronic Publication: 2024 Jan 30.