BISA-P4: Explainable and Interpretable Machine Learning for Medical Diagnosis
Thu, 3 Sep, 10:30 - 12:30
Location: Balcony II West
Session Type: Poster
Session Chair: Bart Vanrumste, KU Leuven
Track: 3: BISA - Biomedical Image & Signal Analytics
Thu, 3 Sep, 10:30 - 12:30

BISA-P4.1: Complex-Moment Invariant Descriptors for Enhancing ResNet50-Based Breast Cancer Mammography Classification
Chaima Dhaouadi, Chaima Athimni, Mohamed Amine Mezghich, Faouzi Ghorbel, University of Manouba, Tunisia
Thu, 3 Sep, 10:30 - 12:30

BISA-P4.2: Interpretable Multiple Myeloma Prognosis with Observational Medical Outcomes Partnership Data
Salma Rachidi, Aso Bozorgpanah, Aalto University, Finland; Eric Fey, Helsinki University Hospital, Finland; Alexander Jung, Aalto University, Finland
Thu, 3 Sep, 10:30 - 12:30

BISA-P4.3: JOINT WEIGHTED AVERAGE FUSION METHOD FOR ROBUST MULTIMODAL (AUDIO VIDEO) DEPRESSION DETECTION
Dianthika Puteri Andini, Syed Mohsen Naqvi, Newcastle University, United Kingdom
Thu, 3 Sep, 10:30 - 12:30

BISA-P4.4: QUANTIFYING EXPLAINABLE AI-INTRODUCED SIGNAL NOISE ON ECG DATA WITH SPECTRAL ENTROPY
David A Kelly, Nathan Blake, King's College London, United Kingdom
Thu, 3 Sep, 10:30 - 12:30

BISA-P4.5: SCBA++: COUNTERFACTUAL CONSISTENCY AUDITING OF DECODER-FOCUSED CAMS FOR LUNG SEGMENTATION IN CHEST X RAYS
Mohammed Mohaisen, Gábor Hullám, Budapest University of Technology and Economics, Hungary
Thu, 3 Sep, 10:30 - 12:30

BISA-P4.6: A Graph-Based Approach for Athlete ECG Abnormalities Classification
Salman Almuhammad Alali, Amar Kachenoura, Guy Carrault, Alfredo I. Hernandez, Lotfi Senhadji, Frédéric Schnell, Ahmad Karfoul, Univ. Rennes, Inserm, LTSI-UMR 1099, France
Thu, 3 Sep, 10:30 - 12:30

BISA-P4.7: UNet-WGAN: A U-Net Based Adversarial Framework for Global and Local Feedback in Antimicrobial Peptide Generation
Georgios Kotsopoulos, Michaela Areti Zervou, University of Crete, Greece; Effrosyni Doutsi, Panagiotis Tsakalides, Foundation for Research and Technology - Hellas, Greece
Thu, 3 Sep, 10:30 - 12:30

BISA-P4.8: An extension of Modular Response Analysis for global perturbations and robust connectivity inference of gene regulatory networks
Gabriel Jimenez-Dominguez, Université Lyon 1, France; Benjamin Audit, Pierre Borgnat, Ecole Normale Supérieure de Lyon (ENS Lyon), France; Patrice Ravel, Université de Montpellier, France; Jean-Michel Arbona, Université Aix Marseille, France
Thu, 3 Sep, 10:30 - 12:30

BISA-P4.9: ContextMAR: A Transformer-Based Multi-Scale Framework for Metal Artifact Reduction in CT Imaging
Manav Patel, Farzan Niknejad Mazandarani, Javad Alirezaie, Toronto Metropolitan University, Canada