Session | ||
3.F: Big Data / Machine Learning III
| ||
Presentations | ||
3:30pm - 3:45pm
3.F: 1 A computational pipeline for fast surrogates of left atrial appendage occlusion fluid simulations 1Physense, BCN Medtech, Department of Information and Communication Technologies, Universitat Pompeu Fabra, Barcelona, Spain; 2IHU Liryc, CHU Bordeaux, Univ. Bordeaux, Bordeaux, France; 3Inria Centre, Université Côte d'Azur, Epione team, Sophia Antipolis, Valbonne, France 3:45pm - 4:00pm
3.F: 2 Generative 3D cardiac shape modelling for in-silico trials 1Advanta, Siemens SRL, Brașov, Romania; 2Faculty of Mathematics and Computer Science, Babeș-Bolyai University, Cluj-Napoca, Romania 4:00pm - 4:15pm
3.F: 3 Image segmentation of irradiated tumor spheroids by fully convolutional networks 1OncoRay—National Center for Radiation Research in Oncology, Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Helmholtz-Zentrum Dresden—Rossendorf, Germany; 2DataMedAssist Group, HTW Dresden—University of Applied Sciences, 01069 Dresden, Germany; 3Faculty of Informatics/Mathematics, HTW Dresden—University of Applied Sciences, 01069 Dresden, Germany; 4Helmholtz-Zentrum Dresden-Rossendorf, Institute of Radiooncology—OncoRay, 01328 Dresden, Germany; 5National Center for Tumor Diseases (NCT), Partner Site Dresden, 69120 Heidelberg, Germany 4:15pm - 4:30pm
3.F: 4 Accelerating osteoarthritis progression predictions: A machine learning and finite element analysis approach 1School of Mechanical Engineering, College of Engineering , University of Tehran, Iran; 2Department of Human Movement Sciences, KU Leuven, Belgium; 3Mechanical Engineering Department, KU Leuven, Belgium 4:30pm - 4:45pm
3.F: 5 Enhancing synthetic medical image fidelity through semantic segmentation guidance in diffusion models 1Department of Medical Physics in Radiation Oncology, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, Heidelberg, Germany; 2Heidelberg Institute of Radiation Oncology (HIRO) & National Center for Radiation Research in Oncology (NCRO), Heidelberg/Dresden, Germany; 3Karlsruhe Institute of Technology (KIT), Scientific Computing Center, Hermann-von-Helmholtz-Platz 1; 4Heidelberg Ion Beam Therapy Center (HIT), Heidelberg, Germany; 5Klinik fur Strahlentherapie und Radioonkologie, Universitätsklinikum, Mannheim, Germany 4:45pm - 5:00pm
3.F: 6 Towards multi-scale model selection for rare data applications 1Institute for Partial Differential Equations, TU Braunschweig, Germany; 2Department of Visceral, Transplant, Thoracic and Vascular Surgery, University of Leipzig Medical Center, Germany |