A Deep Learning-Based Camera Approach for Vital Sign Monitoring Using Thermography Images for ICU Patients.

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作者： Simon,Lyra ^[1] ; Leon,Mayer ^[1] ; Liyang,Ou ^[1] ; David,Chen ^[2] ; Paddy,Timms ^[2] ; Andrew,Tay ^[2] ; Peter Y,Chan ^[2] ; Bergita,Ganse ^[3] ; Steffen,Leonhardt ^[1] ; Christoph,Hoog Antink ^[1]

作者单位： Medical Information Technology, Helmholtz Institute for Biomedical Engineering, RWTH Aachen University, 52074 Aachen, Germany. ^[1] Eastern Health Clinical School, Monash University Melbourne, Box Hill, VIC 3128, Australia. ^[2] Research Centre for Musculoskeletal Science and Sports Medicine, Manchester Metropolitan University, Manchester M1 5GD, UK. ^[3] Biomedical Engineering, Electrical Engineering and Information Technology, TU Darmstadt, 64289 Darmstadt, Germany. ^[4]

关键词 ICU monitoring IRT camera-based vital sign measurement deep learning infrared thermography object detection optical flow

主题词人类(Humans);重症监护病房(Intensive Care Units);温度记录法(Thermography);生命体征(Vital Signs)

DOI 10.3390/s21041495

PMID 33670066

发布时间 2024-03-31

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