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Precision Health and Medicine: A Digital Revolution in Healthcare (Studies in Computational Intelligence, nr. 843)

Editat de Arash Shaban-Nejad, Martin Michalowski
Notă GoodReads:
en Limba Engleză Paperback – 25 Aug 2020
This book highlights the latest advances in the application of artificial intelligence to healthcare and medicine. It gathers selected papers presented at the 2019 Health Intelligence workshop, which was jointly held with the Association for the Advancement of Artificial Intelligence (AAAI) annual conference, and presents an overview of the central issues, challenges, and potential opportunities in the field, along with new research results.
By addressing a wide range of practical applications, the book makes the emerging topics of digital health and precision medicine accessible to a broad readership. Further, it offers an essential source of information for scientists, researchers, students, industry professionals, national and international public health agencies, and NGOs interested in the theory and practice of digital and precision medicine and health, with an emphasis on risk factors in connection with disease prevention, diagnosis, and intervention.
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Specificații

ISBN-13: 9783030244118
ISBN-10: 3030244113
Pagini: 197
Ilustrații: XIX, 197 p. 84 illus., 45 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 0.34 kg
Ediția: 1st ed. 2020
Editura: Springer
Colecția Springer
Seria Studies in Computational Intelligence

Locul publicării: Cham, Switzerland

Cuprins

Preface.- Chapter 1. From Precision Medicine to Precision Health: A Full Angle from Diagnosis to Treatment and Prevention.- Chapter 2. Constructing Accurate Confidence Intervals when Aggregating Social Media Data for Public Health Monitoring.- Chapter 3. MCA-based Rule Mining Enables Interpretable Inference in Clinical Psychiatry.- Chapter 4. Automatic Exercise Recognition with Machine Learning, etc.

Textul de pe ultima copertă

This book highlights the latest advances in the application of artificial intelligence to healthcare and medicine. It gathers selected papers presented at the 2019 Health Intelligence workshop, which was jointly held with the Association for the Advancement of Artificial Intelligence (AAAI) annual conference, and presents an overview of the central issues, challenges, and potential opportunities in the field, along with new research results.
By addressing a wide range of practical applications, the book makes the emerging topics of digital health and precision medicine accessible to a broad readership. Further, it offers an essential source of information for scientists, researchers, students, industry professionals, national and international public health agencies, and NGOs interested in the theory and practice of digital and precision medicine and health, with an emphasis on risk factors in connection with disease prevention, diagnosis, and intervention.

Caracteristici

Presents the latest research in the field of digital and precision medicine and health
Provides results on the theory, methods, and applications of data mining, machine learning, AI, and big data analytics
Includes the outcomes of the 2019 AAAI Workshop on Health Intelligence, held in Hawaii, USA on January 27–28, 2019