Abstract is missing.
- Towards Explainable Deep Learning in Oncology: Integrating EfficientNet-B7 with XAI techniques for Acute Lymphoblastic LeukaemiaDost Muhammad, Ayse Keles, Malika Bendechache. [doi]
- Explaining Predictions of Hypertension Disease through AnchorsGabriella Casalino, Giovanna Castellano, Katarzyna Kaczmarek-Majer, Pietro Giovanni Rizzo, Gianluca Zaza. [doi]
- ProtoAL: Interpretable deep active learning with prototypes for medical imagingIury Santos, André Carvalho. [doi]
- Latent diffusion models for Privacy-preserving Medical Case-based ExplanationsFilipe Campos, Liliana Petrychenko, Luís F. Teixeira 0001, Wilson Silva. [doi]
- Mechanistic Causal Models for Explainable AI in Medicine: Coupling Respiratory and Immunological Systems for In Silico Medicine SimulationsJosé Ignacio Lorenzo, María Dolores Corbacho, Fernando Corbacho. [doi]
- Evaluating Machine Learning Models against Clinical Protocols for Enhanced Interpretability and Continuity of CareChristel Sirocchi, Muhammad Suffian Nizami, Federico Sabbatini, Alessandro Bogliolo, Sara Montagna. [doi]
- Explainable skin lesion classification with multitask learningChih-Hao Liu, Sheng-Lung Huang. [doi]
- Identifying Candidates for Protein-Protein Interaction: A Focus on NKp46's LigandsAlessia Borghini, Federico Di Valerio, Alessio Ragno, Roberto Capobianco. [doi]
- Editorial: The First Workshop on Explainable Artificial Intelligence for the medical domain - EXPLIMED@ECAI2024 [doi]
- Prediction of Continuous Targets by Explainable Imbalanced Regression from Omics Data in Childhood ObesityMaría Arteaga, Álvaro Torres-Martos, Augusto Anguita-Ruiz, Jesús Alcalá-Fdez, Rafael Alcalá, María José Gacto. [doi]
- VISE: Validated and Invalidated Symbolic Explanations for Knowledge Graph IntegrityDisha Purohit, Yashrajsinh Chudasama, Maria Torrente, Maria-Esther Vidal. [doi]
- Towards Explainable Federated Learning in Healthcare: A Focus on Heart Arrhythmia DetectionSileshi Nibret Zeleke, Mario A. Bochicchio. [doi]
- Explaining Bayesian Networks in Natural Language using Factor Arguments. Evaluation in the medical domainJaime Sevilla, Nikolay Babakov, Ehud Reiter, Alberto Bugarín. [doi]
- Explainability by Shapley attribution for electrocardiogram-based algorithmic diagnosis under subtractive counterfactual reasoning setupArijit Ukil, Antonio J. Jara, Leandro Marín. [doi]
- Reliable central nervous system tumor diagnosis on MRI images with Deep Neural Networks and Conformal PredictionLuis Balderas, María Moreno de Castro, Miguel Lastra, José Pablo Martínez, Francisco Javier Pérez, Antonio Láinez, Antonio Arauzo-Azofra, José Manuel Benítez 0001. [doi]
- Towards Explainable General Medication PlanningLee-or Alon, Hana Weitman, Alexander Shleyfman, Gal A. Kaminka. [doi]
- Integrating Graph Neural Networks and Fuzzy Logic to Enhance Deep Learning InterpretabilityGiovanna Castellano, Raffaele Scaringi, Gennaro Vessio, Gianluca Zaza. [doi]
- An Explainable Convolutional Neural Network for the Detection of Drug AbuseGiulia Tufo, Meriam Zribi, Paolo Pagliuca, Francesca Pitolli. [doi]
- AI Readiness in Healthcare through Storytelling XAIAkshat Dubey, Zewen Yang, Georges Hattab. [doi]