05681nam a22007215i 4500 978-3-031-54303-6 DE-He213 20251030111443.0 cr nn 008mamaa 240225s2024 sz | s |||| 0|eng d 9783031543036 978-3-031-54303-6 10.1007/978-3-031-54303-6 doi Q334-342 TA347.A78 UYQ bicssc COM004000 bisacsh UYQ thema Explainable Artificial Intelligence and Process Mining Applications for Healthcare [electronic resource] : Third International Workshop, XAI-Healthcare 2023, and First International Workshop, PM4H 2023, Portoroz, Slovenia, June 15, 2023, Proceedings / edited by 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. 1st ed. 2024. Cham : Springer Nature Switzerland : Imprint: Springer, 2024. XII, 131 p. 59 illus., 47 illus. in color. online resource. text txt rdacontent computer c rdamedia online resource cr rdacarrier text file PDF rda Communications in Computer and Information Science, 1865-0937 ; 2020 International Workshop on Explainable Artificial Intelligence in Healthcare -- Unlocking the Power of Explainability in Ranking Systems: A Visual Analytics Approach with XAI Techniques -- Explainable Artificial Intelligence Solutions for Musculoskeletal Rehabilitation -- An Explainable AI Framework for Treatment Failure Model for Oncology Patients -- Feature selection in bipolar disorder episode classification using cost-constrained methods -- ProbExplainer: A library for unified explainability of probabilistic models and an application in interneuron classification -- Interpreting Machine Learning models for Survival Analysis: A study of Cutaneous Melanoma using the SEER Database -- Explanations of Symbolic Reasoning to Effect Patient Persuasion and Education -- International Workshop on Process Mining applications for Healthcare -- PMApp: an Interactive Process Mining toolkit for building Healthcare Dashboards -- A data-driven framework for improving clinical management of severe paralytic ileus in ICU: From path discovery, model generation to empirical validation -- Phenotypes vs Processes: supporting the disease progression understanding in Type 2 Diabetes -- From Script to Application. A bupaR-PMApp Bridge for Process Mining Research -- Understanding Prostate Cancer care process using Process Mining: a Case Study. . This book constitutes the proceedings of the Third International Workshop on Explainable Artificial Intelligence in Healthcare, XAI-Healthcare 2023, and the First International Workshop on Process Mining Applications for Healthcare, PM4H 2023, which took place in conjunction with AIME 2023 in Portoroz, Slovenia, on June 15, 2023. The 7 full papers included from XAI-Healthcare were carefully reviewed and selected from 11 submissions. They focus on all aspects of eXplainable Artificial Intelligence (XAI) in the medical and healthcare field. For PM4H 5 papers have been accepted from 17 submissions. They deal with data-driven process analysis techniques in healthcare. . Artificial intelligence. 58441 Computer science. 58552 Application software. Computer science Mathematics. 64041 Data structures (Computer science). 66708 Information theory. 57783 Artificial Intelligence. 58441 Theory of Computation. 67552 Computer and Information Systems Applications. Mathematics of Computing. 66501 Data Structures and Information Theory. 66709 Juarez, Jose M. editor. (orcid)0000-0003-1776-1992 https://orcid.org/0000-0003-1776-1992 edt http://id.loc.gov/vocabulary/relators/edt 71713 Fernandez-Llatas, Carlos. editor. edt http://id.loc.gov/vocabulary/relators/edt 71714 Bielza, Concha. editor. edt http://id.loc.gov/vocabulary/relators/edt 71715 Johnson, Owen. editor. edt http://id.loc.gov/vocabulary/relators/edt 71716 Kocbek, Primoz. editor. edt http://id.loc.gov/vocabulary/relators/edt 71717 Larrañaga, Pedro. editor. edt http://id.loc.gov/vocabulary/relators/edt 71718 Martin, Niels. editor. edt http://id.loc.gov/vocabulary/relators/edt 71719 Munoz-Gama, Jorge. editor. edt http://id.loc.gov/vocabulary/relators/edt 71720 Štiglic, Gregor. editor. edt http://id.loc.gov/vocabulary/relators/edt 71721 Sepulveda, Marcos. editor. edt http://id.loc.gov/vocabulary/relators/edt 71722 Vellido, Alfredo. editor. edt http://id.loc.gov/vocabulary/relators/edt 71723 SpringerLink (Online service) Springer Nature eBook Printed edition: 9783031543029 Printed edition: 9783031543043 Communications in Computer and Information Science, 1865-0937 ; 2020 66508 https://doi.org/10.1007/978-3-031-54303-6 ZDB-2-SCS ZDB-2-SXCS 57870 57870