Explainable Artificial Intelligence and Process Mining Applications for Healthcare

4th International Workshop, XAI-Healthcare 2025, and 2nd International Workshop, PM4H 2025, Pavia, Italy, June 26, 2025, Proceedings

AvJose M. Juarez,Carlos Fernandez-Llatas

Häftad, Engelska, 2026

Del 2749 i serien Communications in Computer and Information Science

667 kr

Beställningsvara. Skickas inom 10-15 vardagar. Fri frakt över 249 kr.

Beskrivning

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.

Produktinformation

Utgivningsdatum:2026-05-15
Mått:155 x 235 x 10 mm
Vikt:277 g
Format:Häftad
Språk:Engelska
Serie:Communications in Computer and Information Science
Antal sidor:162
Förlag:Springer Nature Switzerland AG
ISBN:9783032215130

Utforska kategorier

Innehållsförteckning

.- 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.

Du kanske också är intresserad av

Del 2749

Sein Zum Tode.

Laura-Concetta Rizzotto

Häftad, 2015

1 136 kr

Del 2749

Massentourismus

Christian Pongratz

Häftad, 2001

584 kr

Explainable Artificial Intelligence and Process Mining Applications for Healthcare

Gregor Stiglic, Jorge Munoz-Gama, Niels Martin, Primoz Kocbek, Owen Johnson, Denisse Kim, Carlos Fernandez-Llatas, Jose M. Juarez

E-bok

2026

896 kr

Del 2749

Modelltheoretische Berechnung der tektonischen Spannungen im tiefen Ruhrkarbon nach der Methode der finiten Elemente

Helmut Kratzsch

Häftad, 1978

556 kr

Explainable Artificial Intelligence and Process Mining Applications for Healthcare

Alfredo Vellido, Marcos Sepulveda, Gregor Stiglic, Jorge Munoz-Gama, Niels Martin, Pedro Larranaga, Primoz Kocbek, Owen Johnson, Concha Bielza, Carlos Fernandez-Llatas, Jose M. Juarez

E-bok

2024

894 kr

Del 2749

Epithelial Cell Culture

Mario Baratta

Häftad, 2024

1 399 kr

Del 2749

Schutz Der Opfer Von Gewaltdelikten Durch Den Ausschluß Der Oeffentlichkeit Im Strafverfahren

Nadja Hagendorn

Häftad, 1999

537 kr

Jose M. Juarez, Carlos Fernandez-Llatas, Concha Bielza, Owen Johnson, Primoz Kocbek, Pedro Larrañaga, Niels Martin, Jorge Munoz-Gama, Gregor Štiglic, Marcos Sepulveda, Alfredo Vellido - Explainable Artificial Intelligence and Process Mining Applications for Healthcare, Häftad

Del 2020

Explainable Artificial Intelligence and Process Mining Applications for Healthcare

Jose M. Juarez, Carlos Fernandez-Llatas, Concha Bielza, Owen Johnson, Primoz Kocbek, Pedro Larrañaga, Niels Martin, Jorge Munoz-Gama, Gregor Štiglic, Marcos Sepulveda, Alfredo Vellido

Häftad, 2024

722 kr

Signerad!

SIGNERAD - Klaras husman

Klara Ingemyr

Kartonnage, 2026

269 kr

Artificial Intelligence in Medicine: Knowledge Representation and Transparent and Explainable Systems

Gregor Stiglic, Jerzy Stefanowski, Mor Peleg, Slawomir Nowaczyk, Grzegorz J. Nalepa, Richard Lenz, Jose M. Juarez, Mar Marcos

E-bok

2020

690 kr