Abstract is missing.
- MRxaI: Black-Box Explainability for Image Classifiers in a Medical SettingNathan Blake, David A. Kelly, Santiago Calderon Pena, Akchunya Chanchal, Hana Chockler. [doi]
- Exploring the Expressive Power of Large Language Models in Neuro-Fuzzy System Explainability: A Study on EEG-Based Seizure DetectionGabriella Casalino, Giovanna Castellano, Daniele Margherita, Alberto Gaetano Valerio, Gennaro Vessio, Gianluca Zaza. [doi]
- LLM-Driven Clinical Trial Matching for Lung Cancer Patients: An Explainable ApproachVittoria Peppoloni, Giuseppe Leone, Laura Mazzeo, Alberto Ferrarin, Vanja Miskovic, Giuseppe Lo Russo, Paolo Baili, Arsela Prelaj, Federica Corso. [doi]
- Using Design Thinking for Explainable AI: A Case Study Predicting the Start of the Palliative Phase in Patients with COPD or Heart FailureIris Heerlien, Jeroen Linssen, Lorenzo Gatti, Maya Sappelli, Betsie Van Gaal, Richard Evering, Noah Letwory. [doi]
- Evaluation of Explainable AI by Medical Experts: a Survey of the Existing ApproachesNikolay Babakov, Elena Rezgova, Ehud Reiter, Alberto Bugarín. [doi]
- xSTAE: Explaining Classifier Decisions through EEG Signal Style Transfer AutoencodingNatalia Koliou, Panagiotis Zazos, Christophoros Romesis, Cristian Bosch, Stasinos Konstantopoulos, Panagiotis Trakadas. [doi]
- Beyond Static Importance: Quantifying Stability and Distribution DriftMarcin Ostrowski, Olgierd Hryniewicz. [doi]
- Comparative Plausibility Evaluation of Heatmaps for Vision Transformers in Digital MammographyRamsha Aasim, Ghada Zamzmi, Jana G. Delfino, Joseph F. JáJá, Miguel A. Lago. [doi]
- Pilot Assessment of Transparency of LLM-based Systems to Support Emergency RoomsMichal Chojnicki, Katarzyna Kaczmarek-Majer, Pawel Burchardt, Yanwu Ren, Marek Z. Reformat. [doi]
- An Interpretable Prototype Parts-based Neural Network for Medical Tabular DataJacek Karolczak, Jerzy Stefanowski. [doi]
- Vision-Language Models in ECG Interpretation: An Exploratory StudySileshi Nibret Zeleke, Mario A. Bochicchio. [doi]
- High Cost, Low Trust? MSA-PNet Fixes Both for Medical ImagingDost Muhammad, Muhammad Salman, Malika Bendechache. [doi]
- Federated Inductive Logic Programming for Explainable Artificial IntelligenceYasmine Akaichi, Jean-Marie Jacquet, Isabelle Linden, Wim Vanhoof. [doi]
- Massive Activations in Graph Neural Networks: Decoding Attention dor Domain-Dependent InterpretabilityLorenzo Bini, Marco Sorbi, Stéphane Marchand-Maillet. [doi]
- CRISP-NAM: Competing Risk Interpretable Survival Prediction with Neural Additive ModelsDhanesh Ramachandram, Ananya Raval. [doi]