Predicting hematoma expansion in acute spontaneous intracerebral hemorrhage: integrating clinical factors with a multitask deep learning model for non-contrast head CT.

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作者： Hyochul,Lee ^[1] ; Junhyeok,Lee ^[2] ; Joon,Jang ^[1] ; Inpyeong,Hwang ^[2] ; Kyu Sung,Choi ^[3] ; Jung Hyun,Park ^[4] ; Jin Wook,Chung ^[5] ; Seung Hong,Choi ^[6]

作者单位： Interdisciplinary Program in Cancer Biology, Seoul National University College of Medicine, Seoul, 03080, Republic of Korea. ^[1] Department of Radiology, Seoul National University Hospital, 101 Daehak-Ro, Jongno-Gu, Seoul, 03080, Republic of Korea. ^[2] Department of Biomedical Sciences, Seoul National University, Seoul, 03080, Korea. ^[3] Department of Radiology, Seoul National University Hospital, 101 Daehak-Ro, Jongno-Gu, Seoul, 03080, Republic of Korea. mit3000kr@gmail.com. ^[4] Department of Radiology, Seoul National University College of Medicine, 101 Daehak-Ro, Jongno-Gu, Seoul, 03080, Republic of Korea. mit3000kr@gmail.com. ^[5] Artificial Intelligence Collaborative Network, Department of Radiology, Seoul National University Hospital, Seoul, 03080, Republic of Korea. mit3000kr@gmail.com. ^[6] Department of Radiology, Seoul National University Hospital, 101 Daehak-Ro, Jongno-Gu, Seoul, 03080, Republic of Korea. kyuchoi86@gmail.com. ^[7] Artificial Intelligence Collaborative Network, Department of Radiology, Seoul National University Hospital, Seoul, 03080, Republic of Korea. kyuchoi86@gmail.com. ^[8] Department of Radiology, Seoul Metropolitan Government Seoul National University Boramae Medical Center, Seoul, 07061, South Korea. ^[9] Department of Radiology, Seoul National University College of Medicine, 101 Daehak-Ro, Jongno-Gu, Seoul, 03080, Republic of Korea. ^[10] Artificial Intelligence Collaborative Network, Department of Radiology, Seoul National University Hospital, Seoul, 03080, Republic of Korea. ^[11] Center for Nanoparticle Research, Institute for Basic Science (IBS), Seoul, 08826, Republic of Korea. ^[12]

关键词 Acute intracerebral hemorrhage Clinical finding Computed tomography Deep learning Hematoma expansion

主题词人类(Humans);体层摄影术, X线计算机(Tomography, X-Ray Computed);回顾性研究(Retrospective Studies);脑出血(Cerebral Hemorrhage);血肿(Hematoma)

DOI 10.1007/s00234-024-03298-y

PMID 38337016

发布时间 2024-03-16

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