TY  - JOUR
AU  - González-Cabeza, Sergio
AU  - Sanz-Guerrero, Mario
AU  - Piñuel, Luis
AU  - Buelga Suárez, Mauro Luis
AU  - Alonso Salinas, Gonzalo Luis
AU  - Diaz-Vicente, Marian
AU  - Recas Piorno, Joaquín
PY  - 2025
DO  - 10.1016/j.medengphy.2025.104419
UR  - https://hdl.handle.net/20.500.14352/132929
T2  - Medical Engineering & Physics
AB  - Inspired by recent advances in clinical research and the growing adoption of wearable ECG devices, this study explores the feasibility of using reduced-lead ECGs for automated detection of heart anomalies using deep learning, providing a more...
LA  - eng
KW  - Deep learning
KW  - Electrocardiography
KW  - One-vs-All classification
KW  - Reduced-lead ECG
KW  - Transfer learning
TI  - Reducing leads, enhancing wearable practicality: A comparative study of 3-lead vs. 12-lead ECG classification
TY  - journal article
VL  - 145
ER  -