Conference Time: 9th May 2025, 02:14:54pm CEST
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2.F: Big Data / Machine Learning II
Time:
Wednesday, 04/Sept/2024:
1:00pm - 2:30pm
Chair I: Federica Caforio
Location: 02.005 KII, Keplerstraße 17, Stuttgart
2nd floor, Room no. 005
Presentations
1:00pm - 1:15pm 2.F: 1
Virtual anatomical diagnosis of veridical human stroke patients
William W Lytton 1,2 , Jung-Hyun Lee1,2 , Eunhee Choi4 , Minjae Cho1,2 , Robert McDougal3
1 DHSU, United States of America; 2 Kings County Hospital, USA; 3 Yale University, USA; 4 Lincoln Medical Center, USA
1:15pm - 1:30pm 2.F: 2
Interpretable and generalizable mortality prediction in critical care settings: Integrating mechanistic knowledge with machine learning
Moein Einollahzadeh Samadi , Andreas Schuppert
University Hospital RWTH Aachen, Germany
1:30pm - 1:45pm 2.F: 3
Explainable machine learning explained in medicine
Karol Przystalski
Codete Global, Poland
1:45pm - 2:00pm 2.F: 4
A deep learning approach to discriminate sodium and chloride muscle channelopathies
Emilie Ismailova 1 , Alina Roitberg1 , Justus Marquetand2 , Thomas Klotz1 , Zoia Lateva3 , Oliver Röhrle1
1 University of Stuttgart, Germany; 2 University of Tuebingen, Germany; 3 VA Palo Alto Health Care System, CA, USA
2:00pm - 2:15pm 2.F: 5
Hybridising standard reduced-order modelling methods with interpretable sparse neural networks for real-time patient specific lung simulations
Alexandre Daby-Seesaram 1,2 , Kateřina Škardová1,2 , Martin Genet1,2
1 Laboratoire de Mécanique des Solides, École Polytechnique/ CNRS/IPP, France; 2 INRIA, France
