Deep Learning for Healthcare Decision Making

Deep Learning for Healthcare Decision Making
Author :
Publisher : CRC Press
Total Pages : 311
Release :
ISBN-10 : 9781000846522
ISBN-13 : 1000846520
Rating : 4/5 (520 Downloads)

Book Synopsis Deep Learning for Healthcare Decision Making by : Vishal Jain

Download or read book Deep Learning for Healthcare Decision Making written by Vishal Jain and published by CRC Press. This book was released on 2023-02-10 with total page 311 pages. Available in PDF, EPUB and Kindle. Book excerpt: Health care today is known to suffer from siloed and fragmented data, delayed clinical communications, and disparate workflow tools due to the lack of interoperability caused by vendor-locked health care systems, lack of trust among data holders, and security/privacy concerns regarding data sharing. The health information industry is ready for big leaps and bounds in terms of growth and advancement. This book is an attempt to unveil the hidden potential of the enormous amount of health information and technology. Throughout this book, we attempt to combine numerous compelling views, guidelines, and frameworks to enable personalized health care service options through the successful application of deep learning frameworks. The progress of the health-care sector will be incremental as it learns from associations between data over time through the application of suitable AI, deep net frameworks, and patterns. The major challenge health care is facing is the effective and accurate learning of unstructured clinical data through the application of precise algorithms. Incorrect input data leading to erroneous outputs with false positives is intolerable in healthcare as patients’ lives are at stake. This book is written with the intent to uncover the stakes and possibilities involved in realizing personalized health-care services through efficient and effective deep learning algorithms. The specific focus of this book will be on the application of deep learning in any area of health care, including clinical trials, telemedicine, health records management, etc.


Deep Learning for Healthcare Decision Making Related Books

Artificial Intelligence in Healthcare
Language: en
Pages: 385
Authors: Adam Bohr
Categories: Computers
Type: BOOK - Published: 2020-06-21 - Publisher: Academic Press

DOWNLOAD EBOOK

Artificial Intelligence (AI) in Healthcare is more than a comprehensive introduction to artificial intelligence as a tool in the generation and analysis of heal
Deep Learning for Healthcare Decision Making
Language: en
Pages: 311
Authors: Vishal Jain
Categories: Technology & Engineering
Type: BOOK - Published: 2023-02-10 - Publisher: CRC Press

DOWNLOAD EBOOK

Health care today is known to suffer from siloed and fragmented data, delayed clinical communications, and disparate workflow tools due to the lack of interoper
A Systematic Survey of Computer-Aided Diagnosis in Medicine: Past and Present Developments
Language: en
Pages: 51
Authors: Juri Yanase
Categories: Mathematics
Type: BOOK - Published: - Publisher: Infinite Study

DOWNLOAD EBOOK

Computer-aided diagnosis (CAD) in medicine is the result of a large amount of effort expended in the interface of medicine and computer science. As some CAD sys
Deep Learning Techniques for Biomedical and Health Informatics
Language: en
Pages: 370
Authors: Basant Agarwal
Categories: Science
Type: BOOK - Published: 2020-01-14 - Publisher: Academic Press

DOWNLOAD EBOOK

Deep Learning Techniques for Biomedical and Health Informatics provides readers with the state-of-the-art in deep learning-based methods for biomedical and heal
Demystifying Big Data and Machine Learning for Healthcare
Language: en
Pages: 227
Authors: Prashant Natarajan
Categories: Medical
Type: BOOK - Published: 2017-02-15 - Publisher: CRC Press

DOWNLOAD EBOOK

Healthcare transformation requires us to continually look at new and better ways to manage insights – both within and outside the organization today. Increasi