Explainable Machine Intelligence in Healthcare

Language: English

Published by Springer, Palgrave Macmillan Nov 2025, 2025

3031913787 / 9783031913785

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This item is printed on demand - Print on Demand Titel. Neuware -Demystifying Healthcare AI: The Role of Explainable AI in Enhancing Clinical Decision Support.- Supporting Healthcare Decision-Making: A Journey through CDSS, Explainability, and Bias Mitigation with Explainable AI.- Designing a LLM-based Methodology for Assisting Physicians in Complex Clinical Data Interpretation.- Enhancing Decision Support in Healthcare with Explainable AI Models.- Improving Explanation Measures Inside the Decision-Making Process to Increase the Potential of AI Applications in Healthcare.- Batch Integrated Gradients: A Library for Explaining Temporal Electronic Health Records.- Embeddings and Domain Knowledge for Grounded Interpretable Sleep Staging.- Explainability-Enhanced Neural Network for Thoracic Diagnosis Improvement.- Decision Tree Models to Select High Risk Patients for Lung Cancer Screening and Model Interpretability.- Interpreting Convolutional Neural Networks for Brain Tumors: A Transparent Box Approach.- Explainable Artificial Intelligence for Melanoma Detection.- Shedding Light Inside the Black Box: Techniques for Explainable Artificial Intelligence in Healthcare.- Detection of Frontotemporal Dementia using an Interpretable Machine Learning Approach.- Evaluation of Explainability Methods in Medical Image Analysis.- Unveiling the Synergy of Explainable AI and Advanced Computational Techniques in Tuberculosis Detection.- Explainable AI in Healthcare: A Pathway to Trust and Regulatory Compliance.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 212 pp. Englisch.…

Seller Inventory # 9783031913785

Title
Explainable Machine Intelligence in Healthcare
Author
Riccardo Ortale
Publisher
Springer, Palgrave Macmillan Nov 2025
Publication year
2025
Condition
Neu
Binding
Buch
Language
English
ISBN 10
3031913787
ISBN 13
9783031913785
Item weight
525 grams
Dimensions
241x160x15 mm

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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