An efficient landmark model for prediction of suicide attempts in multiple clinical settings

Autor: Sheu, Yi-han, Sun, Jiehuan, Lee, Hyunjoon, Castro, Victor M., Barak-Corren, Yuval, Song, Eugene, Madsen, Emily M., Gordon, William J., Kohane, Isaac S., Churchill, Susanne E., Reis, Ben Y., Cai, Tianxi, Smoller, Jordan W.

Publikováno v: In Psychiatry Research May 2023 323

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Validation of an ICD-code-based case definition for psychotic illness across three health systems.

Autor: Deo AJ; Department of Psychiatry and Behavioral Sciences, Boston Children's Hospital, Harvard Medical School, Boston, MA.; Department of Psychiatry, Harvard Medical School, Boston, MA.; Department of Psychiatry, Rutgers-Robert Wood Johnson Medical School, Piscataway, NJ.; Rutgers University Behavioral Health Care, Piscataway, NJ., Castro VM; Research Information Science and Computing, Mass General Brigham, Somerville, MA., Baker A; Ascend Integrative Medicine LLC / Massachusetts., Carroll D; Department of Psychiatry and Behavioral Sciences, Boston Children's Hospital, Harvard Medical School, Boston, MA.; University of Rhode Island, Providence, RI, USA., Gonzalez-Heydrich J; Department of Psychiatry and Behavioral Sciences, Boston Children's Hospital, Harvard Medical School, Boston, MA.; Department of Psychiatry, Harvard Medical School, Boston, MA.; Tommy Fuss Center for Neuropsychiatric Disease Research, Boston Children's Hospital, Harvard Medical School, Boston, MA.; Early Psychosis Investigation Center, Boston Children's Hospital, Harvard Medical School, Boston, MA., Henderson DC; Boston Medical Center, Boston MA.; Boston University Chobanian & Avedisian School of Medicine, Boston MA., Holt DJ; Department of Psychiatry, Harvard Medical School, Boston, MA.; Department of Psychiatry, Massachusetts General Hospital, Boston MA., Hook K; Harvard T.H. Chan School of Public Health, Boston, MA., Karmacharya R; Department of Psychiatry, Harvard Medical School, Boston, MA.; Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA.; Chemical Biology and Therapeutic Science Program, Broad Institute of MIT and Harvard, Cambridge, MA.; Schizophrenia and Bipolar Disorder Program, McLean Hospital, Belmont, MA., Roffman JL; Department of Psychiatry, Harvard Medical School, Boston, MA.; Department of Psychiatry, Massachusetts General Hospital, Boston MA., Madsen EM; Psychiatric & Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA.; Center for Precision Psychiatry, Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA., Song E; Psychiatric & Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA., Adams WG; Boston Medical Center, Boston MA.; Boston University Chobanian & Avedisian School of Medicine, Boston MA., Camacho L; Boston Medical Center, Boston MA., Gasman S; Boston Medical Center, Boston MA., Gibbs JS; Rutgers New Jersey Medical School, Newark, New Jersey 07103., Fortgang RG; Center for Precision Psychiatry, Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA.; Department of Psychology, Harvard University, Cambridge, MA., Kennedy CJ; Department of Psychiatry, Harvard Medical School, Boston, MA.; Center for Precision Psychiatry, Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA., Lozinski G; Boston Medical Center, Boston MA., Perez DC; Boston Medical Center, Boston MA.; Boston University Chobanian & Avedisian School of Medicine, Boston MA., Wilson M; Psychiatric & Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA.; Center for Precision Psychiatry, Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA., Reis BY; Predictive Medicine Group, Harvard Medical School, Boston, MA.; Computational Health Informatics Program, Boston Children's Hospital, Boston, MA., Smoller JW; Department of Psychiatry, Harvard Medical School, Boston, MA.; Psychiatric & Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA.; Center for Precision Psychiatry, Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA.; Stanley Center for Psychiatric Research, Broad Institute, Cambridge, MA.

Publikováno v: MedRxiv : the preprint server for health sciences [medRxiv] 2024 Feb 29. Date of Electronic Publication: 2024 Feb 29.

Implementing Machine Learning Models for Suicide Risk Prediction in Clinical Practice: Focus Group Study With Hospital Providers.

Autor: Bentley KH; Center for Precision Psychiatry, Department of Psychiatry, Massachusetts General Hospital, Boston, MA, United States.; Department of Psychology, Harvard University, Cambridge, MA, United States.; Harvard Medical School, Boston, MA, United States., Zuromski KL; Department of Psychology, Harvard University, Cambridge, MA, United States., Fortgang RG; Department of Psychology, Harvard University, Cambridge, MA, United States., Madsen EM; Center for Precision Psychiatry, Department of Psychiatry, Massachusetts General Hospital, Boston, MA, United States.; Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, United States., Kessler D; Department of Psychology, Harvard University, Cambridge, MA, United States., Lee H; Center for Precision Psychiatry, Department of Psychiatry, Massachusetts General Hospital, Boston, MA, United States.; Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, United States., Nock MK; Department of Psychology, Harvard University, Cambridge, MA, United States., Reis BY; Harvard Medical School, Boston, MA, United States.; Predictive Medicine Group, Computational Health Informatics Program, Boston Children's Hospital, Boston, MA, United States., Castro VM; Research Information Science and Computing, Mass General Brigham, Somerville, MA, United States., Smoller JW; Center for Precision Psychiatry, Department of Psychiatry, Massachusetts General Hospital, Boston, MA, United States.; Harvard Medical School, Boston, MA, United States.; Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, United States.

Publikováno v: JMIR formative research [JMIR Form Res] 2022 Mar 11; Vol. 6 (3), pp. e30946. Date of Electronic Publication: 2022 Mar 11.