IEEE EMBC 2026 || Toronto, Canada || 26-30 July 2026

Mo.2.1: Biomedical Signal Modeling

Monday, 27 July, 14:30 - 16:00

Location: Room 715A

Session Type: Oral

Session Co-Chairs: Saumya Kareem Reni and George Kolostoumpis

Theme 1: Biomedical Signal Processing

Mon, 27 Jul, 14:30 - 14:45

Mo.2.1.1: CAUSALITY AS A MINIMUM ENERGY PRINCIPLE

Moo Chung, University of Wisconsin, Madison; D. Vijay Anand, University College London, London; Anass El-Yaagoubi, KAUST, Saudi Arabia; Jae-Hun Jung, POSTECH; Anqi Qiu, Hong Kong Polytechnic University; Hernando Ombao, KAUST

Mon, 27 Jul, 14:45 - 15:00

Mo.2.1.2: Adaptive Fusion of Extended and Unscented Kalman Filters for time-varying Multivariate Autoregressive Modeling

Abdul Rauf Anwar, Uniklinik RWTH Aachen; Fabienne Schlechter, University of Bielefeld; Julia Siemann, Isabel Wrachtrup Calzado, Evangelical Hospital Bethel; Anna Sotnikova, Michael Siniatchkin, Uniklinik RWTH Aachen

Mon, 27 Jul, 15:00 - 15:15

Mo.2.1.3: ROBUST BAYESIAN OPTIMIZATION FOR RELIABLE FUNCTIONAL ELECTRICAL STIMULATION CALIBRATION

Keisuke Onoue, Nara Institute of Science and Technology; Satoshi Endo, Technical University of Munich; Kazushi Ikeda, Nara Institute of Science and Technology; Sandra Hirche, Technical University of Munich

Mon, 27 Jul, 15:15 - 15:30

Mo.2.1.4: Reaction-Diffusion Neural Modeling of Cardiac Rotor Dynamics from Physics-Informed Machine Learning Towards Physics Discovered by Machine Learning

Daljit Takher, Emily Wittrup, Kayvan Najarian, Omer Berenfeld, University of Michigan

Mon, 27 Jul, 15:30 - 15:45

Mo.2.1.5: Extended Kalman Filtering for Radar-Based Cardiorespiratory Tracking

Laura Miro, Ruochen Wu, Antoni Broquetas, Albert Aguasca, Universitat Politècnica de Catalunya; Oriol Estrada, Cosme Garcia, Hospital Germans Trias i Pujol; Montse Najar, Universitat Politècnica de Catalunya

Mon, 27 Jul, 15:45 - 16:00

Mo.2.1.6: DISCOVERING LATENT OSCILLATIONS DRIVING OBSERVED POINT PROCESS USING A DOUBLY STOCHASTIC MODEL

Aditi Aravind, Foundation for Research and Technology - Hellas (FORTH); Proloy Das, TCG CREST