Effectiveness of Transfer Learning for Deep Learning-Based Electrocardiogram Analysis

Objectives Many deep learning-based predictive models evaluate the waveforms of electrocardiograms (ECGs). Because deep learning-based models are data-driven, large and labeled biosignal datasets are required. Most individual researchers find it difficult to collect adequate training data. We sugges...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς: Jong-Hwan Jang, Tae Young Kim, Dukyong Yoon
Μορφή: Άρθρο
Γλώσσα:English
Έκδοση: The Korean Society of Medical Informatics 2021-01-01
Σειρά:Healthcare Informatics Research
Θέματα:
Διαθέσιμο Online:http://e-hir.org/upload/pdf/hir-2021-27-1-19.pdf