首页> Neurologia medico-chirurgica> Development of Machine-learning Model to Predict Anticoagulant Use and Type in Geriatric Traumatic Brain Injury Using Coagulation Parameters.

Development of Machine-learning Model to Predict Anticoagulant Use and Type in Geriatric Traumatic Brain Injury Using Coagulation Parameters.

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第一作者： Gaku,Fujiwara

第一单位： Department of Neurosurgery, Saiseikai Shiga Hospital, Imperial Gift Foundation Inc.

作者： Gaku,Fujiwara ^[1] ; Yohei,Okada ^[2] ; Eiichi,Suehiro ^[3] ; Hiroshi,Yatsushige ^[4] ; Shin,Hirota ^[5] ; Shu,Hasegawa ^[6] ; Hiroshi,Karibe ^[7] ; Akihiro,Miyata ^[8] ; Kenya,Kawakita ^[9] ; Kohei,Haji ^[10] ; Hideo,Aihara ^[11] ; Shoji,Yokobori ^[12] ; Motoki,Inaji ^[13] ; Takeshi,Maeda ^[14] ; Takahiro,Onuki ^[15] ; Kotaro,Oshio ^[16] ; Nobukazu,Komoribayashi ^[17] ; Michiyasu,Suzuki ^[10] ; Naoto,Shiomi ^[18]

作者单位： Department of Neurosurgery, Saiseikai Shiga Hospital, Imperial Gift Foundation Inc. ^[1] Department of Preventive Services, School of Public Health, Kyoto University.;Health Services and Systems Research, Duke-NUS Medical School, National University of Singapore. ^[2] Department of Neurosurgery, International University of Health and Welfare School of Medicine. ^[3] Department of Neurosurgery, National Hospital Organization Disaster Medical Center. ^[4] Department of Neurosurgery, Tsuchiura Kyodo General Hospital. ^[5] Department of Neurosurgery, Kumamoto Red Cross Hospital. ^[6] Department of Neurosurgery, Sendai City Hospital. ^[7] Department of Neurosurgery, Chiba Emergency Medical Center. ^[8] Emergency Medical Center, Kagawa University Hospital. ^[9] Department of Neurosurgery, Yamaguchi University School of Medicine. ^[10] Department of Neurosurgery, Hyogo Prefectural Kakogawa Medical Center. ^[11] Department of Emergency and Critical Care Medicine, Graduate School of Medicine, Nippon Medical School. ^[12] Department of Neurosurgery, Institute of Science Tokyo. ^[13] Department of Neurological Surgery, Nihon University School of Medicine. ^[14] Department of Emergency Medicine, Teikyo University School of Medicine. ^[15] Department of Neurosurgery, St. Marianna University School of Medicine. ^[16] Iwate Prefectural Advanced Critical Care and Emergency Center, Iwate Medical University. ^[17] Department of Critical and Intensive Care Medicine, Shiga University of Medical Science. ^[18]

关键词 anticoagulant therapy direct oral anticoagulants machine learning traumatic brain injury vitamin K antagonist