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265 * ! Tue, 8/9/2022, 10:30 AM - 12:20 PM CC-143C
Stochastic Processes in Medicine and Medical Engineering: Theoretical Foundations and Applications — Topic Contributed Papers
Section on Medical Devices and Diagnostics, IMS, Section on Physical and Engineering Sciences
Organizer(s): Jan Beran, University of Konstanz
Chair(s): Sucharita Ghosh, Swiss Federal Research Institute WSL
10:35 AM Functional Time Series Modeling of Mechanically Ventilated Breathing Activity
Jan Beran, University of Konstanz
10:55 AM Scalable Gaussian Process Regression for Biomedical Time-Series Data
Jan GraƟhoff, Fraunhofer Research Institution for Individualized and Cell-Based Medical Engineering; Philipp Rostalski, Fraunhofer Research Institution for Individualized and Cell-Based Medical Engineering
11:15 AM Incorporating Model Mismatch in a Bayesian Uncertainty Quantification Analysis of a Fluid-Dynamics Model of Pulmonary Blood Circulation
Mihaela Paun, University of Glasgow; Mitchel Colebank, University of California; Mette Olufsen, North Carolina State University; Nicholas Hill, University of Glasgow; Dirk Husmeier, University of Glasgow
11:35 AM Adaptive Frequency Band Analysis for Multivariate Biomedical Time Series
Scott Alan Bruce, Texas A&M University; Raanju Sundararajan, Southern Methodist University
11:55 AM Benefits of Noise in Biomedical Research: A Multiscale Point of View
Brani Vidakovic, Texas A&M University
12:15 PM Floor Discussion