Shaban-Nejad / Michalowski Precision Health and Medicine

A Digital Revolution in Healthcare
Erscheinungsjahr 2019
ISBN: 978-3-030-24409-5
Verlag: Springer International Publishing
Format: PDF
Kopierschutz: 1 - PDF Watermark

E-Book, Englisch, Band 843, 197 Seiten, eBook

Reihe: Studies in Computational Intelligence

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.

Zielgruppe

Research

Autoren/Hrsg.

Shaban-Nejad, Arash

Michalowski, Martin

Inhaltsverzeichnis

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.