Overview

This book constitutes the proceedings of the 4th International Workshop on Explainable Artificial Intelligence in Healthcare, XAI-Healthcare 2025, and the Second International Workshop on Process Mining Applications for Healthcare, PM4H 2025, held in Pavia, Italy, during June 26, 2025. The 14 full papers were included in this were carefully reviewed and selected from 27 submissions. They focus on Machine Learning, Decision Support Systems, Natural Language, Human-Computer Interaction, and Healthcare sciences.

Full Product Details

Author:   Jose M. Juarez ,  Carlos Fernandez-Llatas ,  Denisse Kim ,  Owen Johnson
Publisher:   Springer Nature Switzerland AG
Imprint:   Springer Nature Switzerland AG
ISBN:  

9783032215130

ISBN 10:   3032215137
Pages:   162
Publication Date:   02 June 2026
Audience:   Professional and scholarly ,  College/higher education ,  Professional & Vocational ,  Postgraduate, Research & Scholarly
Format:   Paperback
Publisher's Status:   Forthcoming
Availability:   Not yet available  
This item is yet to be released. You can pre-order this item and we will dispatch it to you upon its release.

Table of Contents

.- International Workshop on Explainable Artificial Intelligence in Healthcare.   .- Enabling Visual and Textual Explanation in Diagnostics: A Federated Learning Approach with Medical Vision-Language Models. .- A User-Centric Analysis of Explainability in AI-Based Medical Image Diagnosis. .- Spot the Relevance: Evaluating Pixel Attribution Methods for Clinical Significance in Radiological Imaging. .- Evaluating LIME and SHAP under Class Imbalance: A Lung Cancer Prediction Case Study using CPRD data. .- Explainable Artificial Intelligence in Speech-Based Cognitive Decline Detection: A Systematic Review. .- Cancer Care Needs Explainable Artificial Intelligence: Motivations from Potential Users. .- Data-centric explanation methods for healthcare professionals.   .- International Workshop on Process Mining applications for Healthcare.   .- Predictive Process Monitoring for the Next Activities in Clinical Pathways. .- Towards Automated Compliance Checking for Care Trajectories: Process Extraction Using Large Language Models. .- Predicting Next Clinical Event in Amyotrophic Lateral Sclerosis using Process-Oriented Machine Learning Models: a Case Study. .- A Novel Way to Evaluate Medical Discharge Predictions, a research paper. .- Transforming Event Logs into Narrative Texts for Outcome Prediction: A Case Study in a Hospital Emergency Department. .- Federated I-PALIA: Privacy-By-Design Distributed Process Discovery for Duplicated Activities in Healthcare. .- From XAI-Driven Decision Paths to Processes: Mining and Clustering Decision Paths for Interpretable Kidney Transplant Prediction.

Reviews

Author Information

Tab Content 6

Author Website:  

Countries Available

All regions