Towards global model generalizability: independent cross-site feature evaluation for patient-level risk prediction models using the OHDSI network.

Autor: Naderalvojoud B; Department of Medicine, Stanford University, Stanford, CA 94305, United States., Curtin CM; Department of Surgery, Veterans Affairs Palo Alto Health Care System, Palo Alto, CA 94304, United States., Yanover C; KI Research Institute, Kfar Malal, 4592000, Israel., El-Hay T; KI Research Institute, Kfar Malal, 4592000, Israel., Choi B; Department of Biomedical Informatics, Ajou University Graduate School of Medicine, Suwon, 16499, Korea., Park RW; Department of Biomedical Informatics, Ajou University Graduate School of Medicine, Suwon, 16499, Korea., Tabuenca JG; Institute for Molecular Medicine Finland (FIMM), HiLIFE, University of Helsinki, Helsinki, 00014, Finland., Reeve MP; Institute for Molecular Medicine Finland (FIMM), HiLIFE, University of Helsinki, Helsinki, 00014, Finland., Falconer T; Department of Biomedical Informatics, Columbia University, New York, NY 10032, United States., Humphreys K; Department of Psychiatry and the Behavioral Sciences, Stanford University, Stanford, CA 94305, United States.; Center for Innovation to Implementation, Veterans Affairs Palo Alto Health Care System, Palo Alto, CA 94304, United States., Asch SM; Department of Medicine, Stanford University, Stanford, CA 94305, United States.; Center for Innovation to Implementation, Veterans Affairs Palo Alto Health Care System, Palo Alto, CA 94304, United States., Hernandez-Boussard T; Department of Medicine, Stanford University, Stanford, CA 94305, United States.

Publikováno v: Journal of the American Medical Informatics Association : JAMIA [J Am Med Inform Assoc] 2024 Apr 19; Vol. 31 (5), pp. 1051-1061.

Machine learning for improving high-dimensional proxy confounder adjustment in healthcare database studies: An overview of the current literature.

Autor: Wyss R; Division of Pharmacoepidemiology and Pharmacoeconomics, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA., Yanover C; KI Research Institute, Kfar Malal, Israel., El-Hay T; KI Research Institute, Kfar Malal, Israel.; IBM Research-Haifa Labs, Haifa, Israel., Bennett D; Global Evidence and Outcomes, Takeda Pharmaceutical Company Ltd., Cambridge, Massachusetts, USA., Platt RW; Department of Epidemiology, Biostatistics, and Occupational Health, McGIl University, Montreal, Canada., Zullo AR; Department of Health Services, Policy, and Practice, Brown University School of Public Health and Center of Innovation in Long-Term Services and Supports, Providence Veterans Affairs Medical Center, Providence, Rhode Island, USA., Sari G; Real World Evidence Strategy Lead, Visible Analytics Ltd, Oxford, UK., Wen X; Health Outcomes, Pharmacy Practice, College of Pharmacy, University of Rhode Island, Kingston, Rhode Island, USA., Ye Y; Global Epidemiology, AbbVie Inc., Illinois, USA., Yuan H; Canadian Agency for Drugs and Technologies in Health, Ottawa, Canada., Gokhale M; Pharmacoepidemiology, Center for Observational and Real-world Evidence, Merck, Pennsylvania, USA., Patorno E; Division of Pharmacoepidemiology and Pharmacoeconomics, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA., Lin KJ; Division of Pharmacoepidemiology and Pharmacoeconomics, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA.; Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts, USA.

Publikováno v: Pharmacoepidemiology and drug safety [Pharmacoepidemiol Drug Saf] 2022 Sep; Vol. 31 (9), pp. 932-943. Date of Electronic Publication: 2022 Jul 05.

How the weather affects the pain of citizen scientists using a smartphone app.

Autor: Dixon WG; 1Centre for Epidemiology Versus Arthritis, Manchester Academic Health Science Centre, The University of Manchester, Manchester, UK.; 2Health eResearch Centre, Manchester Academic Health Science Centre, The University of Manchester, Manchester, UK.; 3NIHR Greater Manchester Biomedical Research Centre, Manchester Academic Health Science Centre, The University of Manchester, Manchester, UK., Beukenhorst AL; 1Centre for Epidemiology Versus Arthritis, Manchester Academic Health Science Centre, The University of Manchester, Manchester, UK., Yimer BB; 1Centre for Epidemiology Versus Arthritis, Manchester Academic Health Science Centre, The University of Manchester, Manchester, UK., Cook L; 1Centre for Epidemiology Versus Arthritis, Manchester Academic Health Science Centre, The University of Manchester, Manchester, UK., Gasparrini A; 4Department of Public Health Environments and Society, London School of Hygiene & Tropical Medicine, London, UK.; 5Centre for Statistical Methodology, London School of Hygiene & Tropical Medicine, London, UK., El-Hay T; 6IBM Research, Haifa, Israel., Hellman B; uMotif Limited, London, UK., James B; uMotif Limited, London, UK., Vicedo-Cabrera AM; 4Department of Public Health Environments and Society, London School of Hygiene & Tropical Medicine, London, UK., Maclure M; 8Department of Anesthesiology, Pharmacology and Therapeutics, University of British Columbia, Vancouver, BC Canada., Silva R; Department of Statistical Science, UCL London, UK.; 10Alan Turing Institute, London, UK., Ainsworth J; 2Health eResearch Centre, Manchester Academic Health Science Centre, The University of Manchester, Manchester, UK., Pisaniello HL; 1Centre for Epidemiology Versus Arthritis, Manchester Academic Health Science Centre, The University of Manchester, Manchester, UK.; 11Discipline of Medicine, The University of Adelaide, Adelaide, Australia., House T; 12School of Mathematics, The University of Manchester, Manchester, UK.; IBM Research, Hartree Centre, Sci-Tech, Daresbury, UK., Lunt M; 1Centre for Epidemiology Versus Arthritis, Manchester Academic Health Science Centre, The University of Manchester, Manchester, UK., Gamble C; 3NIHR Greater Manchester Biomedical Research Centre, Manchester Academic Health Science Centre, The University of Manchester, Manchester, UK.; 14Greater Manchester Patient Safety Translational Research Centre, The University of Manchester, Manchester, UK.; 15NIHR School of Primary Care, Manchester Academic Health Science Centre, The University of Manchester, Manchester, UK., Sanders C; 14Greater Manchester Patient Safety Translational Research Centre, The University of Manchester, Manchester, UK.; 15NIHR School of Primary Care, Manchester Academic Health Science Centre, The University of Manchester, Manchester, UK., Schultz DM; 16Centre for Atmospheric Science, School of Earth and Environmental Sciences, The University of Manchester, Manchester, UK., Sergeant JC; 1Centre for Epidemiology Versus Arthritis, Manchester Academic Health Science Centre, The University of Manchester, Manchester, UK.; 3NIHR Greater Manchester Biomedical Research Centre, Manchester Academic Health Science Centre, The University of Manchester, Manchester, UK.; 17Centre for Biostatistics, Manchester Academic Health Science Centre, The University of Manchester, Manchester, UK., McBeth J; 1Centre for Epidemiology Versus Arthritis, Manchester Academic Health Science Centre, The University of Manchester, Manchester, UK.; 3NIHR Greater Manchester Biomedical Research Centre, Manchester Academic Health Science Centre, The University of Manchester, Manchester, UK.

Publikováno v: NPJ digital medicine [NPJ Digit Med] 2019 Oct 24; Vol. 2, pp. 105. Date of Electronic Publication: 2019 Oct 24 (Print Publication: 2019).

Integrated multisystem analysis in a mental health and criminal justice ecosystem.

Autor: Falconer E; ODH, Inc., 508 Carnegie Center, Princeton, NJ, 08540, USA. Erin.Falconer@ODHsolutions.com., El-Hay T; IBM Research, IBM R&D Labs in Israel, Haifa University Campus, Mount Carmel, Haifa, 3498825, Israel., Alevras D; IBM Global Business Services, 1475 Phoenixville Pike, West Chester, PA, 19380, USA., Docherty JP; ODH, Inc., 508 Carnegie Center, Princeton, NJ, 08540, USA., Yanover C; IBM Research, IBM R&D Labs in Israel, Haifa University Campus, Mount Carmel, Haifa, 3498825, Israel., Kalton A; IBM Research, Catholic University of Eastern Africa, P.O Box 62157 Bogani E Rd, Nairobi, Kenya.; Present Address: Ernst & Young, 1 Maagplatz, 8005, Zürich, Switzerland., Goldschmidt Y; IBM Research, IBM R&D Labs in Israel, Haifa University Campus, Mount Carmel, Haifa, 3498825, Israel., Rosen-Zvi M; IBM Research, IBM R&D Labs in Israel, Haifa University Campus, Mount Carmel, Haifa, 3498825, Israel.

Publikováno v: Health & justice [Health Justice] 2017 Dec; Vol. 5 (1), pp. 4. Date of Electronic Publication: 2017 Mar 22.

Development and Preliminary Validation of an Equine Brief Pain Inventory for Owner Assessment of Chronic Pain Due to Osteoarthritis in Horses.

Autor: Howard, Diane L.¹ (AUTHOR) dianehowardct@gmail.com, Lancaster, Bryony² (AUTHOR) bryony.lancaster@ed.ac.uk, de Grauw, Janny^3,4 (AUTHOR) j.c.degrauw@uu.nl

Publikováno v: Animals (2076-2615). Jan2024, Vol. 14 Issue 2, p181. 14p.