Integration of Machine Learning and Computer Simulation in Solving Complex Physiological and Medical Questions

Nicole Y. K. Li-Jessen, Gary An, Michael Döllinger

Frontiers Media SA

Science Physiology Computational Physiology and Medicine

Keywords: machine learning,­Computer Simulation,­Hybrid model,­Multi-scale modelling

Proceedings of the 2021 Indiana O’Brien Center Microscopy Workshop

Bruce Molitoris, Andrew Hall, Ken William Dunn

Frontiers Media SA

Science Physiology Medical Physics and Imaging

Artificial Intelligence in Heart Modelling

Rafael Sebastian, Linwei Wang, Natalia A. Trayanova

Frontiers Media SA

Science Physiology Computational Physiology and Medicine

Keywords: Cardiac Imaging Analysis and Segmentation,­Model Parameter Personalization,­Diagnosis and prediction,­AI-based Cardiac Therapy Planning,­Multi-Scale and Multi-Physics Simulation,­Drug Screening for Cardiotoxicity

Investigation of the Inter-individual Variability of Physiological Responses to Changes in Activity Levels-, Gravity Loading-, Nutritional Status, Pharmaceuticals and Exposure to Radiation

Tobias Weber, Sarah Baatout, Audrey Bergouignan, David Andrew Green, Jonathan Paul Richard Scott, Virginia Wotring

Frontiers Media SA

Science Physiology Computational Physiology and Medicine

Advances in Mathematical and Computational Oncology

Doron Levy, George Bebis, Russell C. Rockne, Ernesto Augusto Bueno Da Fonseca Lima, Katharina Jahn, Panayiotis V. Benos

Frontiers Media SA

Science Applied Mathematics and Statistics

Keywords: tumor modeling,­Cancer genomics,­big data,­cancer biology,­precision medicine

Computational Biomechanics of the Heart and Vasculature with Potential Clinical and Surgical Applications

Dalin Tang, Estefania Peña, Daniela Valdez-Jasso, Zhiyong Li, Youjun Liu

Frontiers Media SA

Science Physiology Computational Physiology and Medicine

Keywords: Ventricle modeling,­Vulnerable plaques,­Plaque progression,­stent,­cardiovascular disease

Cardiac Pacemaking in Health and Disease: From Genes to Function

Pietro Mesirca, Alicia D’Souza, Futoshi Toyoda, Gerard J. J. Boink

Frontiers Media SA

Science Physiology Cardiac Electrophysiology

Keywords: Heart,­pacemaker tissue,­Ion Channels,­Atrial arrhythmia,­Channelopathies

Atrial Fibrillation: Technology for Diagnosis, Monitoring, and Treatment

Jose F. Rodriguez Matas, Omer Berenfeld, Axel Loewe, Valentina Corino, Juan Pablo Martínez

Frontiers Media SA

Science Physiology Cardiac Electrophysiology

Keywords: atrial disease,­risk stratification,­Electrical remodelling,­treatment planning,­Electrocardiographic markers,­machine learning,­numerical simulation