Wed PM1.L3: Artificial Intelligence in Biomedical Applications I
Wed, 6 Sep, 14:00 - 15:40 Finland Time (UTC +3)
Location: Nordia
Session Type: Lecture
Session Chair: Aleksandra Pižurica, UGent
Track: BISA - Biomedical Image & Signal Analytics
Wed, 6 Sep, 14:00 - 14:20 Finland Time (UTC +3)

Wed PM1.L3.1: TS-MoCo: Time-Series Momentum Contrast for Self-Supervised Physiological Representation Learning
Philipp Hallgarten, TU Munich / Porsche AG, Germany; David Bethge, LMU Munich, Germany; Ozan Özdenizci, Institute of Theoretical Computer Science, TU Graz / TU Graz-SAL DES Lab, Austria; Tobias Grosse-Puppendahl, Porsche AG, Germany; Enkelejda Kasneci, TU Munich, Germany
Wed, 6 Sep, 14:20 - 14:40 Finland Time (UTC +3)

Wed PM1.L3.2: Assessing the Quality of Photoplethysmograms via Gramian Angular Fields and Vision Transformer
Pedro Garcia Freitas, University of Brasília, Brazil; Rafael de Lima, Giovani Lucafo, Otavio Penatti, Samsung Electronics, Brazil
Wed, 6 Sep, 14:40 - 15:00 Finland Time (UTC +3)

Wed PM1.L3.3: SLEEP APNEA EVENTS CLASSIFICATION FROM A DUAL ACCELEROMETRY SYSTEM USING DEEP LEARNING MODELS
Hugo Lafaye de Micheaux, Julie Fontecave-Jallon, Aurélien Bricout-Serrurier, Pierre-Yves Guméry, Univ. Grenoble Alpes, CNRS, UMR 5525, VetAgro Sup, Grenoble INP, TIMC, France
Wed, 6 Sep, 15:00 - 15:20 Finland Time (UTC +3)

Wed PM1.L3.4: ACTIVE LEARNING BASED DOMAIN ADAPTATION FOR TISSUE SEGMENTATION OF HISTOPATHOLOGICAL IMAGES
Saul Fuster, University of Stavanger, Norway; Farbod Khoraminia, Erasmus Medical Center, Netherlands; Trygve Eftestøl, University of Stavanger, Norway; Tahlita C. M. Zuiverloon, Erasmus Medical Center, Netherlands; Kjersti Engan, University of Stavanger, Norway
Wed, 6 Sep, 15:20 - 15:40 Finland Time (UTC +3)

Wed PM1.L3.5: COUNTERFACTUAL FUNCTIONAL CONNECTOMES FOR NEUROLOGICAL CLASSIFIER SELECTION
Nicolas Vercheval, UGent, Belgium; Marin Benčević, FERIT, Croatia (Hrvatska); Dario Mužević, Osijek University Hospital Center, Croatia (Hrvatska); Irena Irena Galić, FERIT, Croatia (Hrvatska); Aleksandra Pižurica, UGent, Croatia (Hrvatska)