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Artificial Intelligence and Machine Learning for Healthcare
Vol. 1: Image and Data Analytics
Buch von Chee-Peng Lim (u. a.)
Sprache: Englisch

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Beschreibung
Artificial intelligence (AI) and machine learning (ML) have transformed many standard and conventional methods in undertaking health and well-being issues of humans. AL/ML-based systems and tools play a critical role in this digital and big data era to address a variety of medical and healthcare problems, improving treatments and quality of care for patients.

This edition on AI and ML for healthcare consists of two volumes. The first presents selected AI and ML studies on medical imaging and healthcare data analytics, while the second unveils emerging methodologies and trends in AI and ML for delivering better medical treatments and healthcare services in the future.
In this first volume, progresses in AI and ML technologies for medical image, video, and signal processing as well as health information and data analytics are presented. These selected studies offer readers theoretical and practical knowledge and ideas pertaining to recent advances in AI and ML for effective and efficient image and data analytics, leading to state-of-the-art AI and ML technologies for advancing the healthcare sector.
Artificial intelligence (AI) and machine learning (ML) have transformed many standard and conventional methods in undertaking health and well-being issues of humans. AL/ML-based systems and tools play a critical role in this digital and big data era to address a variety of medical and healthcare problems, improving treatments and quality of care for patients.

This edition on AI and ML for healthcare consists of two volumes. The first presents selected AI and ML studies on medical imaging and healthcare data analytics, while the second unveils emerging methodologies and trends in AI and ML for delivering better medical treatments and healthcare services in the future.
In this first volume, progresses in AI and ML technologies for medical image, video, and signal processing as well as health information and data analytics are presented. These selected studies offer readers theoretical and practical knowledge and ideas pertaining to recent advances in AI and ML for effective and efficient image and data analytics, leading to state-of-the-art AI and ML technologies for advancing the healthcare sector.
Zusammenfassung

Presents a sample of recent advances in the theory and applications of artificial intelligence for aging populations

Focuses on assisting aging populations using the recently evolved artificial intelligence-based paradigms

Is written by experts in the field

Inhaltsverzeichnis

An Introduction to Artificial Intelligence in Healthcare.- Radiomics: Approach to Precision Medicine.- Artificial Intelligence Based Strategies for Data-Driven Radial MRI.

Details
Erscheinungsjahr: 2022
Fachbereich: Technik allgemein
Genre: Technik
Rubrik: Naturwissenschaften & Technik
Medium: Buch
Seiten: 248
Reihe: Intelligent Systems Reference Library
Inhalt: xiii
231 S.
13 s/w Illustr.
53 farbige Illustr.
231 p. 66 illus.
53 illus. in color.
ISBN-13: 9783031111532
ISBN-10: 3031111532
Sprache: Englisch
Ausstattung / Beilage: HC runder Rücken kaschiert
Einband: Gebunden
Redaktion: Lim, Chee-Peng
Vaidya, Ashlesha
Jain, Lakhmi C.
Jain, Tejasvi
Chen, Yen-Wei
Herausgeber: Chee-Peng Lim/Ashlesha Vaidya/Yen-Wei Chen et al
Auflage: 1st ed. 2023
Hersteller: Springer International Publishing
Springer International Publishing AG
Intelligent Systems Reference Library
Maße: 241 x 160 x 20 mm
Von/Mit: Chee-Peng Lim (u. a.)
Erscheinungsdatum: 27.09.2022
Gewicht: 0,541 kg
preigu-id: 122013918
Zusammenfassung

Presents a sample of recent advances in the theory and applications of artificial intelligence for aging populations

Focuses on assisting aging populations using the recently evolved artificial intelligence-based paradigms

Is written by experts in the field

Inhaltsverzeichnis

An Introduction to Artificial Intelligence in Healthcare.- Radiomics: Approach to Precision Medicine.- Artificial Intelligence Based Strategies for Data-Driven Radial MRI.

Details
Erscheinungsjahr: 2022
Fachbereich: Technik allgemein
Genre: Technik
Rubrik: Naturwissenschaften & Technik
Medium: Buch
Seiten: 248
Reihe: Intelligent Systems Reference Library
Inhalt: xiii
231 S.
13 s/w Illustr.
53 farbige Illustr.
231 p. 66 illus.
53 illus. in color.
ISBN-13: 9783031111532
ISBN-10: 3031111532
Sprache: Englisch
Ausstattung / Beilage: HC runder Rücken kaschiert
Einband: Gebunden
Redaktion: Lim, Chee-Peng
Vaidya, Ashlesha
Jain, Lakhmi C.
Jain, Tejasvi
Chen, Yen-Wei
Herausgeber: Chee-Peng Lim/Ashlesha Vaidya/Yen-Wei Chen et al
Auflage: 1st ed. 2023
Hersteller: Springer International Publishing
Springer International Publishing AG
Intelligent Systems Reference Library
Maße: 241 x 160 x 20 mm
Von/Mit: Chee-Peng Lim (u. a.)
Erscheinungsdatum: 27.09.2022
Gewicht: 0,541 kg
preigu-id: 122013918
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