26-30 July 2026

EMBC 2026

Toronto, Canada
Tu.P17: Sleep
Tuesday, 28 July, 16:30 - 18:30
Location: Hall E
Session Type: Poster
Theme 4: Cardiopulmonary Systems and Physiology-based Engineering
Poster Board: B-45

Tu.P17.B-45: Coupling-Aware Evidential Transfer Learning for Motor Imagery EEG Decoding

Dekui Wang, Taoyuan Liu, Yunzhi Tian, Qirong Bo, Wei Zhou, Jun Feng, Northwest University
Poster Board: B-46

Tu.P17.B-46: EviSleep: Cross-Domain Evidential Learning for Sleep Stage Classification

Yunzhi Tian, Dekui Wang, Qirong Bo, Jun Feng, Northwest University
Poster Board: B-48

Tu.P17.B-48: Associations Between Maternal Sleep-Disordered Breathing and Fetal Heart Rate Variability in Late Pregnancy

Md Ariful Islam, Sajib Biswas Shuvo, Arizona State University; Umesh Goswami, Chad M Ruoff, Mayo Clinic; Tabitha Moe, HonorHealth; Md Mobashir Hasan Shandhi, Arizona State University
Poster Board: B-49

Tu.P17.B-49: Application of Wavelet Quantization Normalization and Catch22 Features in Automatic Sleep Staging

Bokai Zhang, Dalian University of Technology; Yongxuan Wang, Dalian University; Hongyu Liang, Zengyun Gong, Yuxin Li, Rong Liu, Dalian University of Technology
Poster Board: B-50

Tu.P17.B-50: EXTRACTING CARDIORESPIRATORY MEASUREMENTS FROM A BALLISTOCARDIOGRAM TO ANALYZE CARDIOPULMONARY COUPLING DURING SLEEP

Dominic Jaworski, Tae-Ho Kim, Bohyung Choi, Edward Park, Simon Fraser University
Poster Board: B-51

Tu.P17.B-51: END-TO-END MACHINE LEARNING FOR DEPRESSIVE STATE CLASSIFICATION VIA EEG AND FNIRS

Riki Sakurai, Shibaura Institute of Technology; Simon Kojima, University of Bordeaux; Mihoko Otake-Matsuura, RIKEN; Shin’ichiro Kanoh, Shibaura Institute of Technology; Tomasz M. Rutkowski, The University of Tokyo
Poster Board: B-52

Tu.P17.B-52: Subject-Adaptive Adapters for Parameter-Efficient Source-Free EEG Sleep Staging

Roufang Yao, Chung Tin, City University of Hong Kong
Poster Board: B-53

Tu.P17.B-53: SLEEP EEG SIGNAL CRITICALITY AS A NON-INVASIVE PREDICTOR OF COGNITIVE DECLINE IN DEMENTIA

Stanisław Narębski, Tomasz Komendziński, Nicolaus Copernicus University; Tomasz M. Rutkowski, The University of Tokyo
Poster Board: B-54

Tu.P17.B-54: AUTOMATED NEONATAL SLEEP STAGING BASED ON CARDIORESPIRATORY SIGNALS

Yilin Guan, Chuchu Liao, Southern University of Science and Technology; Liping Pan, The Third People's Hospital of Shenzhen; Zhenlang Lin, Jingyun Mai, The Second Affiliated Hospital of Wenzhou Medical University; Wenjin Wang, Southern University of Science and Technology
Poster Board: B-55

Tu.P17.B-55: QUANTIFYING NIGHT-TO-NIGHT SLEEP ARCHITECTURE STABILITY USING FOUNDATION MODEL EMBEDDINGS

Aravind Ravi, Maurice Abou Jaoude, Taha Morshedzadeh, Jiansheng Niu, Nicolas Florez Torres, David Marcel Baum, Christopher Aimone, InteraXon Inc.
Poster Board: B-56

Tu.P17.B-56: CROSS-ATTENTION FUSION OF MULTI-VIEW ECG AND SLEEP-STAGE RARITY FOR AUTOMATED APNEA DETECTION

Aisha Hamad Hassan, IIT MADRAS ZANZIBAR CAMPUS; RITIKA JAIN, IIT GUWAHATI
Poster Board: B-57

Tu.P17.B-57: UBIQUITOUS SLEEP APNEA SCREENING DURING WAKEFULNESS USING TRANSFER LEARNING ON CRANIOFACIAL VIDEOS

Behrad Taghibeyglou, University of Toronto; Devin Brown, University of Michigan; Azadeh Yadollahi, University of Toronto
Poster Board: B-58

Tu.P17.B-58: A MULTIMODAL FRAMEWORK FOR VARIABLE-LENGTH SLEEP STAGING IN WEARABLE APPLICATIONS

Hyeonjeong Lee, Minseong Kim, Hwi-Gang Kim, Borum Nam, Kwang-Yong Kim, Electronics and Telecommunications Research Institute (ETRI)