| Time | Authors | Title |
|---|---|---|
| 14:30-14:45 | Luis Gustavo Souza Machado, Victor Henrique Alves Ribeiro and Gilberto Reynoso-Meza | The High-Frequency Bias: Why Optimized XAI Ensembles Prefer Anatomical Edges Over Pathology in Medical Imaging |
| 14:45-15:00 | Rafael Ferreira, Julio Azancort Neto, Sidnir Ferreira, Carlos Teixeira, Evelin Gomes, Jasmine Araújo, Paulo Assumpção and Carlos Francês | Evaluating XAI Metric Sensitivity to Ultrasound Noise Using a U-Net Segmentation Model |
| 15:00-15:15 | Alfa Marine Ferreira, Sidnir Ferreira, Julio Azancort Neto, Carlos Teixeira, Evelin Gomes, Jasmine Priscyla Leite de Araújo, Paulo Pimentel de Assumpção and Carlos Francês | Evaluation of Grad-CAM Fidelity Applied to Binary Classification of Pap Smear Cytology |
| 15:15-15:30 | Mishell Cadena-Yanez, Angela Bernardini and Marisol Gómez | A Human-Centered Explainability Framework for Medical AI Systems |
| 15:30-15:45 | Leonardo Ferreira, Craig Pirie, Gabriel de Almeida Sá Coutrin, Lucas Pereira Carlini, Carlos Francisco Moreno-Garcia, Marina Carvalho de Moraes Barros, Ruth Guinsburg and Carlos Eduardo Thomaz | From Pixels to Pain Scales: Robust Evaluation of Explainable AI in Neonatal Pain Detection |
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CHAIRS: Ruairi O' Reilly
