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Extraction of fetal heartbeat locations in abdominal phonocardiograms using deep attention transformer.

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第一作者： Murad M,Almadani

第一单位： Khalifa University, Department of Biomedical Engineering and Biotechnology, Abu Dhabi, 127788, United Arab Emirates. Electronic address: 100060577@ku.ac.ae.

作者： Murad M,Almadani ^[1] ; Mohanad,Alkhodari ^[2] ; Samit Kumar,Ghosh ^[3] ; Leontios,Hadjileontiadis ^[4] ; Ahsan,Khandoker ^[3]

作者单位： Khalifa University, Department of Biomedical Engineering and Biotechnology, Abu Dhabi, 127788, United Arab Emirates. Electronic address: 100060577@ku.ac.ae. ^[1] Khalifa University, Department of Biomedical Engineering and Biotechnology, Abu Dhabi, 127788, United Arab Emirates; University of Oxford, Cardiovascular Clinical Research Facility, Radcliffe Department of Medicine, Oxford, OX1 4BH, UK. ^[2] Khalifa University, Department of Biomedical Engineering and Biotechnology, Abu Dhabi, 127788, United Arab Emirates. ^[3] Khalifa University, Department of Biomedical Engineering and Biotechnology, Abu Dhabi, 127788, United Arab Emirates; Aristotle University of Thessaloniki, Department of Electrical and Computer Engineering, Thessaloniki, 54124, Greece. ^[4]

关键词 Deep learning Fetal heart rate estimation Fetal phonocardiography Medical signal processing Transformer deep learning U-net

主题词人类(Humans);心音描记术(Phonocardiography);女(雌)性(Female);心率, 胎儿(Heart Rate, Fetal);妊娠(Pregnancy);信号处理, 计算机辅助(Signal Processing, Computer-Assisted);胎儿监测(Fetal Monitoring)

DOI 10.1016/j.compbiomed.2025.110002

PMID 40096767

发布时间 2025-05-13

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准确一般字义偏差语意偏离译文作用小提交