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Handbook of Artificial Intelligence in Healthcare
Vol. 1 - Advances and Applications
Taschenbuch von Chee-Peng Lim (u. a.)
Sprache: Englisch

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Beschreibung
This handbook on Artificial Intelligence (AI) in healthcare consists of two volumes. The first volume is dedicated to advances and applications of AI methodologies in specific healthcare problems, while the second volume is concerned with general practicality issues and challenges and future prospects in the healthcare context.

The advent of digital and computing technologies has created a surge in the development of AI methodologies and their penetration to a variety of activities in our daily lives in recent years. Indeed, researchers and practitioners have designed and developed a variety of AI-based systems to help advance health and well-being of humans.

In this first volume, we present a number of latest studies in AI-based tools and techniques from two broad categories, viz., medical signal, image, and video processing as well as healthcare information and data analytics in Part 1 and Part 2, respectively. These selected studies offer readers practical knowledge and understanding pertaining to the recent advances and applications of AI in the healthcare sector.
This handbook on Artificial Intelligence (AI) in healthcare consists of two volumes. The first volume is dedicated to advances and applications of AI methodologies in specific healthcare problems, while the second volume is concerned with general practicality issues and challenges and future prospects in the healthcare context.

The advent of digital and computing technologies has created a surge in the development of AI methodologies and their penetration to a variety of activities in our daily lives in recent years. Indeed, researchers and practitioners have designed and developed a variety of AI-based systems to help advance health and well-being of humans.

In this first volume, we present a number of latest studies in AI-based tools and techniques from two broad categories, viz., medical signal, image, and video processing as well as healthcare information and data analytics in Part 1 and Part 2, respectively. These selected studies offer readers practical knowledge and understanding pertaining to the recent advances and applications of AI in the healthcare sector.
Zusammenfassung

Provides a comprehensive overview of Artificial Intelligence in Healthcare

Focuses on Recent Advances in Healthcare Data Analytics

Is written by experts in the field

Inhaltsverzeichnis
Advances in artificial intelligence for the identification of epileptiform discharges.- Characterizing EEG electrodes in directed functional brain networks using normalized transfer entropy and page rank.- Autistic verbal behaviour language parameterization.- Case studies to demonstrate real-world applications in ophthalmic image analysis.- Segmentation of petri plate images for automatic reporting of urine culture tests.- Repurposing routine imaging for cancer biomarker discovery using machine learning.

Details
Erscheinungsjahr: 2022
Fachbereich: Technik allgemein
Genre: Technik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Reihe: Intelligent Systems Reference Library
Inhalt: xvii
456 S.
21 s/w Illustr.
133 farbige Illustr.
456 p. 154 illus.
133 illus. in color.
ISBN-13: 9783030791636
ISBN-10: 3030791637
Sprache: Englisch
Ausstattung / Beilage: Paperback
Einband: Kartoniert / Broschiert
Redaktion: Lim, Chee-Peng
Vaidya, Ashlesha
Jain, Lakhmi C.
Mahorkar, Virag U.
Jain, Kiran
Herausgeber: Chee-Peng Lim/Ashlesha Vaidya/Kiran Jain et al
Auflage: 1st ed. 2022
Hersteller: Springer International Publishing
Springer International Publishing AG
Intelligent Systems Reference Library
Maße: 235 x 155 x 26 mm
Von/Mit: Chee-Peng Lim (u. a.)
Erscheinungsdatum: 18.09.2022
Gewicht: 0,715 kg
Artikel-ID: 123646736
Zusammenfassung

Provides a comprehensive overview of Artificial Intelligence in Healthcare

Focuses on Recent Advances in Healthcare Data Analytics

Is written by experts in the field

Inhaltsverzeichnis
Advances in artificial intelligence for the identification of epileptiform discharges.- Characterizing EEG electrodes in directed functional brain networks using normalized transfer entropy and page rank.- Autistic verbal behaviour language parameterization.- Case studies to demonstrate real-world applications in ophthalmic image analysis.- Segmentation of petri plate images for automatic reporting of urine culture tests.- Repurposing routine imaging for cancer biomarker discovery using machine learning.

Details
Erscheinungsjahr: 2022
Fachbereich: Technik allgemein
Genre: Technik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Reihe: Intelligent Systems Reference Library
Inhalt: xvii
456 S.
21 s/w Illustr.
133 farbige Illustr.
456 p. 154 illus.
133 illus. in color.
ISBN-13: 9783030791636
ISBN-10: 3030791637
Sprache: Englisch
Ausstattung / Beilage: Paperback
Einband: Kartoniert / Broschiert
Redaktion: Lim, Chee-Peng
Vaidya, Ashlesha
Jain, Lakhmi C.
Mahorkar, Virag U.
Jain, Kiran
Herausgeber: Chee-Peng Lim/Ashlesha Vaidya/Kiran Jain et al
Auflage: 1st ed. 2022
Hersteller: Springer International Publishing
Springer International Publishing AG
Intelligent Systems Reference Library
Maße: 235 x 155 x 26 mm
Von/Mit: Chee-Peng Lim (u. a.)
Erscheinungsdatum: 18.09.2022
Gewicht: 0,715 kg
Artikel-ID: 123646736
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