Deep Learning and Other Soft Computing Techniques: Biomedical and Related Applications (Studies in Computational Intelligence, 1097)

✍ Scribed by Nguyen Hoang Phuong (editor), Vladik Kreinovich (editor)

Publisher: Springer
Year: 2023
Tongue: English
Leaves: 300
Edition: 1st ed. 2023
Category: Library

No coin nor oath required. For personal study only.

✦ Synopsis

This book focuses on the use of artificial intelligence (AI) and computational intelligence (CI) in medical and related applications. Applications include all aspects of medicine: from diagnostics (including analysis of medical images and medical data) to therapeutics (including drug design and radiotherapy) to epidemic- and pandemic-related public health policies.

Corresponding techniques include machine learning (especially deep learning), techniques for processing expert knowledge (e.g., fuzzy techniques), and advanced techniques of applied mathematics (such as innovative probabilistic and graph-based techniques).

The book also shows that these techniques can be used in many other applications areas, such as finance, transportation, physics.

This book helps practitioners and researchers to learn more about AI and CI methods and their biomedical (and related) applications―and to further develop this important research direction.

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