Conference Agenda

Overview and session details of the ESB2023 congress.
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Session Overview
Session
AI / Data-driven modelling in biomechanics III: Musculoskeletal System
Time:
Wednesday, 12/July/2023:
9:30 - 10:30

Session Chair: Marie-Christine Ho Ba Tho
Session Chair: Bernardo Innocenti
Location: Copenhagen (Room 0.3)


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Presentations
9:30 - 9:42
ID: 551

PHYSICS-INFORMED NEURAL NETWORKS FOR PREDICTING FATIGUE DURING INTERMITTENT ISOMETRIC TASKS

I. Loi, K. Moustakas

University of Patras, Patras, Greece

ESB2023_3.3_Loi_551.pdf


9:42 - 9:54
ID: 366

ESTIMATION OF KNEE JOINT CONTACT FORCE MAXIMA DURING GAIT USING A VIDEO CAMERA AND DEMOGRAPHIC DATA

J. J. Lavikainen1, L. Stenroth1, P. Vartiainen1, T. Alkjær2, M. Liukkonen3, R. Korhonen1, M. Mononen1

1University of Eastern Finland, Finland; 2University of Copenhagen; 3Kuopio University Hospital

ESB2023_3.3_Lavikainen_366.pdf


9:54 - 10:06
ID: 205

LEARNING FACIAL MOTION USING DEEP REINFORCEMENT LEARNING AND FINITE ELEMENT MODELING

D. P. Nguyen1, M.-C. HO BA THO1, T.-T. DAO2

1Université de technologie de Compiègne, CNRS, Biomechanics and Bioengineering, Centre de recherche Royallieu, CS 60 319 - 60 203, Compiègne Cedex, France; 2Univ. Lille, CNRS, Centrale Lille, UMR 9013 - LaMcube - Laboratoire de Mécanique, Multiphysique, Multiéchelle, F-59000 Lille, France

ESB2023_3.3_Nguyen_205.pdf


10:06 - 10:18
ID: 724

CRITICAL SHOULDER ANGLE VARIABILITY ESTIMATED WITH A CAUSAL BAYESIAN NETWORK

P. Eghbali1, O. B. Satir2, F. Becce3, P. Goetti3, P. Büchler2, D. Pioletti1, A. Terrier1,3

1EPFL, Switzerland; 2ARTORG Center for Biomedical Engineering Research, Switzerland; 3Lausanne University Hospital (CHUV), Switzerland

ESB2023_3.3_Eghbali_724.pdf


10:18 - 10:30
ID: 568

GENERALIZATION OF MACHINE LEARNING MODEL PREDICTIONS OF KNEE JOINT FORCES TO POST STROKE GAIT

G. Giarmatzis1, C. Kokkotis1, E. Giannakou1, K. Vadikolias2, N. Aggelousis1

1Physical Education and Sport Science Department, Democritus University of Thrace, Greece; 2Department of Medicine, Democritus University of Thrace, Greece

ESB2023_3.3_Giarmatzis_568_abstract.pdf


 
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