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Explainable Machine Intelligence in Healthcare

By Riccardo Ortale

Explainable Machine Intelligence in Healthcare

By Riccardo Ortale

0 - Default Title
Description
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.
Product details
Number of Pages:
212
Release Date:
2025-11-02
Publication Date:
2025-11-02
Publisher:
Springer
Languages:
Original: English
ISBN10:
3031913787
ISBN13:
9783031913785
GPSR Manufacturer Reference:
[email protected]
Weight:
525 g
Height:
160 cm
Width:
241 cm
Thickness:
15 cm
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