Data distribution impacts the performance and generalisability of contrastive learning-based foundation models of electrocardiograms
数据分布会影响基于对比学习的心电图基础模型的性能和泛化能力。
期刊:PLOS Digital Health
影响因子:7.700
doi:10.1371/journal.pdig.0001623
Khattak, Gul Rukh; Patlatzoglou, Konstantinos; Barker, Joseph; Pastika, Libor; Zeidaabadi, Boroumand; Birdi, Aidan R; Huo, Jiayu; El-Medany, Ahmed; Aggour, Hesham; Liang, Yixiu; Ribeiro, Antonio H; Annis, Jeffrey; Ribeiro, Antonio Luiz Pinho; Ge, Junbo; Kramer, Daniel B; Waks, Jonathan W; Brittain, Evan; Peters, Nicholas; Ng, Fu Siong; Sau, Arunashis