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  • Explainable artificial intelligence and process mining applications for healthcare = third International Workshop, XAI-Healthcare 2023, and first International Workshop, PM4H 2023, Portoroz, Slovenia, June 15, 2023 : proceedings /
  • 紀錄類型: 書目-電子資源 : Monograph/item
    正題名/作者: Explainable artificial intelligence and process mining applications for healthcare/ edited by Jose M. Juarez ... [et al.].
    其他題名: third International Workshop, XAI-Healthcare 2023, and first International Workshop, PM4H 2023, Portoroz, Slovenia, June 15, 2023 : proceedings /
    其他題名: XAI-Healthcare 2023
    其他作者: Juarez, Jose M.
    團體作者: International Workshop on Explainable Artificial Intelligence in Healthcare
    出版者: Cham :Springer Nature Switzerland : : 2024.,
    面頁冊數: xii, 131 p. :ill. (chiefly col.), digital ;24 cm.
    內容註: 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.
    Contained By: Springer Nature eBook
    標題: Artificial intelligence - Medical applications -
    電子資源: https://doi.org/10.1007/978-3-031-54303-6
    ISBN: 9783031543036
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