Explainable Artificial Intelligence and Process Mining Applications for Healthcare [E-Book] : 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.
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 Portor...
Saved in:
|
Full text |
|
| Personal Name(s): | Bielza, Concha, editor |
| Fernandez-Llatas, Carlos, editor / Johnson, Owen, editor / Juarez, Jose M., editor / Kocbek, Primoz, editor / Larrañaga, Pedro, editor / Martin, Niels, editor / Munoz-Gama, Jorge, editor / Sepulveda, Marcos, editor / Štiglic, Gregor, editor / Vellido, Alfredo, editor | |
| Edition: |
1st edition 2024. |
| Imprint: |
Cham :
Springer,
2024
|
| Physical Description: |
XII, 131 pages 59 illustrations, 47 illustrations in color (online resource) |
| Note: |
englisch |
| ISBN: |
9783031543036 |
| DOI: |
10.1007/978-3-031-54303-6 |
| Series Title: |
Communications in Computer and Information Science ;
2020 |
| Subject (LOC): |
- 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. .