Physiological Model Based Deep Learning Framework for Cardiac TMP Recovery

• Published in: Medical Image Computing and Computer Assisted Intervention - MICCAI 2022 Vol. 13432; pp. 433 - 443
• Main Authors: Huang, Xufeng, Yu, Chengjin, Liu, Huafeng
• Format: Book Chapter
• Language: English
• Published: Switzerland Springer 2022; Springer Nature Switzerland
• Series: Lecture Notes in Computer Science
• Subjects: Deep learning; Kalman filtering; Physiological model; TMP

Recovering cardiac transmembrane potential (TMP) from body surface potential (BSP) plays an important role in the noninvasive diagnosis of heart diseases. However, most current solutions for TMP recovery are typically proposed and designed to follow a static mapping paradigm between TMP and BSP, whi...