We.3.1.2
A Hybrid Adaptive Multiscale ECG/PCG Fusion Network with Bidirectional Cross-Modal Attention for Automated Cardiac Disease Detection on Wearable Devices
Yijing Wang, Tiancheng Cao, Tong Zou, Haining Zhao, Hen-Wei Huang, Nanyang Technological University
Session:
We.3.1: ECG Deep Signal Processing Oral
Track:
Biomedical Signal Processing
Location:
Room 801B
Presentation Time:
Wednesday, 29 July, 14:45 - 15:00
Session Co-Chairs:
Roberto Sassi and Nooshin Maghsoodi
Presentation
Discussion
Resources
No resources available.
Session We.3.1
We.3.1.1: Graph-Based Pseudo-multimodal Contrastive Learning for 12-Lead ECG Representations
Mengyu Wang, Yokohama National University; Kozo Okada, Yokohama City University; Takafumi Goto, Natsuko Jinba, Hiroki Yamaya, Fukuda Denshi Co.,Ltd; Kiyoshi Hibi, Yokohama City University; Tomoki Hamagami, Yokohama National University
We.3.1.2: A Hybrid Adaptive Multiscale ECG/PCG Fusion Network with Bidirectional Cross-Modal Attention for Automated Cardiac Disease Detection on Wearable Devices
Yijing Wang, Tiancheng Cao, Tong Zou, Haining Zhao, Hen-Wei Huang, Nanyang Technological University
We.3.1.3: DYNAMIC MULTI-STAGE ECG FEATURE FUSION OF DEEP LEARNING AND T-WAVE MORPHOLOGY FOR CORONARY MICROVASCULAR DYSFUNCTION DETECTION
Yuting Li, Xiaohan Zang, Na Zhao, Yantao Xing, Yinhua Zhuang, Jianqing Li, Chengyu Liu, Southeast University
We.3.1.4: DISR-ECG: RESIDUAL SHIFTING CONDITIONAL DIFFUSION FOR ROBUST ECG SUPER-RESOLUTION
Fan-Yi Hsu, National Yang Ming Chiao Tung University; I Chiu, Kuan-Chen Wang, Academia Sinica; Sheng-Yu Peng, National Yang Ming Chiao Tung University; Yu Tsao, Academia Sinica
We.3.1.5: RECURRENT VARIATIONAL AUTOENCODER BEAT CLASSIFICATION IN MULTI-LEAD ELECTROCARDIOGRAM DATA
Ethan Fogarty, Shervin Tabatabai, Emily P. Hendryx Lyons, Tyler Cook, University of Central Oklahoma
We.3.1.6: Physiology-Guided Adversarial Attacks on ECG Foundation Model Using QRS-Selective Gradient Modulation
Sudhanshu Gaurhar, IIT Jodhpur; Tushar Shinde, Surender Deora, IIT Madras,Zanzibar; Anil Kumar Tiwari, IIT Jodhpur
Resources
No resources available.