Areas of interest and sentiment analysis towards second generation antipsychotics, lithium and mood stabilizing anticonvulsants: Unsupervised analysis using Twitter.

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作者： Juan Pablo,Chart-Pascual ^[1] ; Maria,Montero-Torres ^[2] ; Miguel Angel,Ortega ^[3] ; Lorea,Mar-Barrutia ^[4] ; Iñaki,Zorrilla Martinez ^[5] ; Melchor,Alvarez-Mon ^[6] ; Ana,Gonzalez-Pinto ^[5] ; Miguel Angel,Alvarez-Mon ^[7]

作者单位： Psychiatry Department, Osakidetza Basque Health Service, Araba University Hospital, Vitoria-Gasteiz, Spain; University of the Basque Country UPV/EHU, Vitoria-Gasteiz, Spain; Bioaraba Health Research Institute, Vitoria-Gasteiz, Spain; CIBERSAM. Electronic address: johnnychart@gmail.com. ^[1] Ramón y Cajal Institute of Sanitary Research (IRYCIS), 28034 Madrid, Spain; Department of Medicine and Medical Specialities, University of Alcala, 28801 Alcala de Henares, Madrid, Spain. ^[2] Cancer Registry and Pathology Department, Hospital Universitario Príncipe de Asturias, Alcalá de Henares, Spain; Ramón y Cajal Institute of Sanitary Research (IRYCIS), 28034 Madrid, Spain; Department of Medicine and Medical Specialities, University of Alcala, 28801 Alcala de Henares, Madrid, Spain. ^[3] Psychiatry Department, Osakidetza Basque Health Service, Araba University Hospital, Vitoria-Gasteiz, Spain; Bioaraba Health Research Institute, Vitoria-Gasteiz, Spain; CIBERSAM. ^[4] Psychiatry Department, Osakidetza Basque Health Service, Araba University Hospital, Vitoria-Gasteiz, Spain; University of the Basque Country UPV/EHU, Vitoria-Gasteiz, Spain; Bioaraba Health Research Institute, Vitoria-Gasteiz, Spain; CIBERSAM. ^[5] Immune System Diseases-Rheumatology and Internal Medicine Service, Centro de Investigación Biomédica en Red Enfermedades Hepáticas y Digestivas, University Hospital Príncipe de Asturias, Alcala de Henares, Spain; Ramón y Cajal Institute of Sanitary Research (IRYCIS), 28034 Madrid, Spain; Department of Medicine and Medical Specialities, University of Alcala, 28801 Alcala de Henares, Madrid, Spain. ^[6] Ramón y Cajal Institute of Sanitary Research (IRYCIS), 28034 Madrid, Spain; Department of Medicine and Medical Specialities, University of Alcala, 28801 Alcala de Henares, Madrid, Spain; Department of Psychiatry and Mental Health, Hospital Universitario Infanta Leonor, Madrid, Spain. ^[7]

关键词 Bipolar disorder Machine learning Natural language processing Psychosis Social media Twitter

主题词人类(Humans);锂(Lithium);抗惊厥药(Anticonvulsants);抗精神病药(Antipsychotic Agents);人工智能(Artificial Intelligence);生活质量(Quality of Life)

DOI 10.1016/j.jad.2024.01.234

PMID 38290587

发布时间 2024-02-28

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