26-30 July 2026

EMBC 2026

Toronto, Canada
Mo.1.1: Activity and Wearable Data Processing
Monday, 27 July, 11:45 - 13:15
Location: Room 701A
Session Type: Oral
Session Co-Chairs: Javier Escudero and Sowmya K.B.
Theme 1: Biomedical Signal Processing
Mon, 27 Jul, 11:45 - 12:00

Mo.1.1.1: Blurry Class-Incremental Learning for IMU-Based Human Activity Recognition: An Empirical Study
Takumi Yamamoto, Keio University; Suguru Kanoga, Mitsunori Tada, National Institute of Advanced Industrial Science and Technology (AIST); Yuta Sugiura, Keio University
Mon, 27 Jul, 12:00 - 12:15

Mo.1.1.2: CLASS-CONDITIONAL ADVERSARIAL DOMAIN ADAPTATION FOR PATIENT-INDEPENDENT FREEZING OF GAIT PREDICTION
Mengcong Li, Arthur Tay, National University of Singapore; Wing Lok Au, National Neuroscience Institute; Dawn M.L. Tan, Singapore General Hospital; Shih-Cheng Yen, National University of Singapore
Mon, 27 Jul, 12:15 - 12:30

Mo.1.1.3: WARM: Warm-up Readiness from \\ Multivariate Wearable Physiology
Alessandra Isella, Susanna Bardini, Marco Domenico Santambrogio, Politecnico di Milano
Mon, 27 Jul, 12:30 - 12:45

Mo.1.1.4: FRAILTY PREDICTION USING FOOT-TAPPING AND ACCELEROMETER: A MACHINE LEARNING APPROACH
Shamim Noroozi, Jacquelyn Puckey, Sabine Weyand, Jennifer Jakobi, University of British Columbia Okanagan
Mon, 27 Jul, 12:45 - 13:00

Mo.1.1.5: LEARNING TEMPORAL DEPENDENCIES OF GAIT CYCLES FOR FREEZING OF GAIT PREDICTION
Yurui Shao, Arthur Tay, Chun Huat Heng, National University of Singapore; Wing Lok Au, National Neuroscience Institute; Dawn M.L. Tan, Singapore General Hospital; Shih-Cheng Yen, National University of Singapore
Mon, 27 Jul, 13:00 - 13:15

Mo.1.1.6: TCAF: Temporal Causal Attention Fusion for Fall Detection
Zhixing Yuan, Guangdong Laboratory of Artificial Intelligence and Digital Economy (SZ); Shenzhen University; Si Shi, Guangdong Laboratory of Artificial Intelligence and Digital Economy (SZ); F. Richard Yu, School of Information Technology, Carleton University; Peng Zhao, Guangdong Laboratory of Artificial Intelligence and Digital Economy (SZ); Shenzhen University; Puyu Wang, Shenzhen University; Bing Dai, College of Intelligent Textile and Textile Electronics, Zhongyuan University of Technology