Explainable AI in Healthcare
eBook - ePub

Explainable AI in Healthcare

Unboxing Machine Learning for Biomedicine

Mehul S Raval, Mohendra Roy, Tolga Kaya, Rupal Kapdi, Mehul S Raval, Mohendra Roy, Tolga Kaya, Rupal Kapdi

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  1. 304 pages
  2. English
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  4. Available on iOS & Android
eBook - ePub

Explainable AI in Healthcare

Unboxing Machine Learning for Biomedicine

Mehul S Raval, Mohendra Roy, Tolga Kaya, Rupal Kapdi, Mehul S Raval, Mohendra Roy, Tolga Kaya, Rupal Kapdi

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About This Book

This book combines technology and the medical domain. It covers advances in computer vision (CV) and machine learning (ML) that facilitate automation in diagnostics and therapeutic and preventive health care. The special focus on eXplainable Artificial Intelligence (XAI) uncovers the black box of ML and bridges the semantic gap between the technologists and the medical fraternity. Explainable AI in Healthcare: Unboxing Machine Learning for Biomedicine intends to be a premier reference for practitioners, researchers, and students at basic, intermediary levels and expert levels in computer science, electronics and communications, information technology, instrumentation and control, and electrical engineering.

This book will benefit readers in the following ways:



  • Explores state of art in computer vision and deep learning in tandem to develop autonomous or semi-autonomous algorithms for diagnosis in health care



  • Investigates bridges between computer scientists and physicians being built with XAI



  • Focuses on how data analysis provides the rationale to deal with the challenges of healthcare and making decision-making more transparent



  • Initiates discussions on human-AI relationships in health care



  • Unites learning for privacy preservation in health care

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Yes, you can access Explainable AI in Healthcare by Mehul S Raval, Mohendra Roy, Tolga Kaya, Rupal Kapdi, Mehul S Raval, Mohendra Roy, Tolga Kaya, Rupal Kapdi in PDF and/or ePUB format, as well as other popular books in Informatica & Algoritmi di programmazione. We have over one million books available in our catalogue for you to explore.

Information

Publisher
Chapman and Hall/CRC
Year
2023
ISBN
9781000906400
Edition
1
Topic
Informatica
Subtopic
Algoritmi di programmazione

Table of contents