26-30 July 2026

EMBC 2026

Toronto, Canada
Th.1.5: Multimodal Cardiovascular Signal Analysis
Thursday, 30 July, 08:30 - 10:00
Location: Room 803AB
Session Type: Oral
Session Co-Chairs: Ahsan Khandoker and Justyna Krzywdziak
Theme 4: Cardiopulmonary Systems and Physiology-based Engineering
Thu, 30 Jul, 08:30 - 08:45

Th.1.5.1: AI-Enabled Functional Cardiac Phenotyping Using ECG-Gated Electrical Impedance Tomography
Justin Q.J. Ge, E-SENSE Innovation & Technology, Hong Kong, China and the School of Biomedical Engineering, The University of Hong Kong, Hong Kong; Michael Lawson, E-SENSE Innovation & Technology, Hong Kong; Kevin C. Chan, Department of Ophthalmology, Stanford University School of Medicine, Palo Alto, CA, USA.; Erik Fung, HKUST School of Medicine, HKUST Sports Science and Research Technology Center, and CUHK Medical Centre, Hong Kong; Kai Hang Yiu, Department of Medicine, School of Clinical Medicine, The University of Hong Kong, Hong Kong; Bradley J. Edelman, E-SENSE Innovation & Technology, Hong Kong, China and the Department of Medicine, School of Clinical Medicine, The University of Hong Kong, Hong Kong; Russell W. Chan, E-SENSE Innovation & Technology, Hong Kong, China and the School of Biomedical Engineering, The University of Hong Kong, Hong Kong
Thu, 30 Jul, 08:45 - 09:00

Th.1.5.2: SEMI-SUPERVISED FINE-GRAINED ECG SEGMENTATION VIA CONSISTENCY REGULARIZATION AND MULTI-DIMENSIONAL PCS EVALUATION
Chengwei Lin, School of Future Technology, South China University of Technology; Juncheng Zhuang, Global Health Research Center, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Sciences, Southern Medical University; Tianwen Huang, Guangdong Provincial Key Laboratory of Chip and Integration Technology School of Semiconductor Science and Technology, South China Normal University; Zheng Xu, School of Microelectronics, South China University of Technology; Stavros Ntalampiras, Department of Computer Science, University of Milan; Andrea Aliverti, Department of Electronics, Information, and Bioengineering, Politecnico di Milano; Wen Qi, School of Future Technology, South China University of Technology
Thu, 30 Jul, 09:00 - 09:15

Th.1.5.3: MOTIF-BASED MORPHOLOGY SIGNATURES FOR INTERPRETABLE ECG SCREENING AND MONITORING
Nivedita Bijlani, Mauricio Villarroel, University of Oxford
Thu, 30 Jul, 09:15 - 09:30

Th.1.5.4: Motion-Robust Cardiac Volume Signal Estimation by using Clean Signal-Based Spatial Filtering
Junhyeok Choi, Daeun Gwon, Handong Global University; Sung Hyun Hong, BiLab; Minkyu Ahn, Handong Global University
Thu, 30 Jul, 09:30 - 09:45

Th.1.5.5: Comparison of Peak- and Frequency-Based Approaches for Neonatal Respiratory Rate and Rate Variability Estimation Using Simulated Transthoracic Impedance Signals
Emily Jeanne, Ethan Grooby, McGill University; Guilherme Sant'Anna, Montreal Children's Hospital; Robert Kearney, McGill University; Wissam Shalish, Montreal Children's Hospital
Thu, 30 Jul, 09:45 - 10:00

Th.1.5.6: ENDOTYPE-BASED CLUSTERING REVEALS DISTINCT PHYSIOLOGICAL SUBGROUPS OF OPIOIDS-ASSOCIATED SLEEP APNEA
Atousa Assadi, University of Toronto; Daniel Vena, Brigham & Women’s Hospital; Frances Chung, Clodagh Ryan, University Health Network; Azadeh Yadollahi, KITE-Toronto Rehabilitation Institute