Artificial intelligence : applications in healthcare delivery / Sandeep Reddy.

Format:

Book

Author/Creator:

Reddy, Sandeep, author.

Language:

English

Subjects (All):

Medical care.

Artificial intelligence--Medical applications.

Artificial intelligence.

Physical Description:

1 online resource (353 pages) : illustrations

Edition:

1st ed.

Place of Publication:

Boca Raton, Florida : Taylor and Francis Group, [2020]

Summary:

The rediscovery of the potential of artificial intelligence (AI) to improve healthcare delivery and patient outcomes has led to anincreasing application of AI techniques such as deep learning, computer vision, natural language processing, and robotics in the healthcare domain. Many governments and health authorities have prioritized the application of AI in the delivery of healthcare. Also, technological giants and leading universities have established teams dedicated to the application of AI in medicine. These trends will mean an expanded role for AI in the provision of healthcare. Yet, there is an incomplete understanding of what AI is and its potential for use in healthcare. This book discusses the different types of AI applicable to healthcare and their application in medicine, population health, genomics, healthcare administration, and delivery. Readers, especially healthcare professionals and managers, will find the book useful to understand the different types of AI and how they are relevant to healthcare delivery. The book provides examples of AI being applied in medicine, population health, genomics, healthcare administration, and delivery and how they can commence applying AI in their health services. Researchers and technology professionals will also find the book useful to note current trends in the application of AI in healthcare and initiate their own projects to enable the application of AI in healthcare/medical domains.

Contents:

1 Algorithmic Medicine

Sandeep Reddy

2 Use of Artificial Intelligence in the Screening and Treatment of Chronic Diseases

Chaitanya Mamillapalli, Daniel J. Fox, Ramanath Bhandari, Ricardo Correa, Vishnu Vardhan Garla and Rahul Kashyap

3 Al and Drug Discovery

Arash Keshavarzi Arshadi and Milad Salem

4 Mammographic screening and Breast Cancer Management-Part 1

James Condon and Lyle Palmer

5 Mammographic screening and Breast Cancer Management-Part 2

Mark R. Trail

6 Deep Learing for Drawing Insights from Patient Data for Diagnosis and Treatment

Dinesh Kumar

7 A Simple and Replicable Framework for the Implementaion of Clinical Data Science

Juan Luis Cruz, Mariano Provencio, Ernestina Menasalvas

8 Clinical Artificial Intelligence

technology application or change management?

Christopher Pearce, Adam McLeod, Anna Fragkoudi, Natalie Rinehart

9 Impacting Perioperative quality and patient safeety usinf Artificial Intelligence

Piyush Mathur, Jacek B. Cywinski, Francis Papay

10 Application of an Ittelligent Stochastic Optimization NonLinear Model

Gonzalo Hernandez and Fernando A. Crespo

11 Audit of Artificial Intelligence Algorithms and it's impact in Relieving Shortage of Specialist Doctors

Vidur Mahajan and Vasanth Venugopal

12 Knowledge Management in a Learning Health System

Uli K. Chettipally

13 Transfer learning to enhance amenorrhea status prediction in cancer and fertility data with missing values

Xuetong Wu, Hadi Akbarzadeh Khorshidi, Uwe Aickelin, Zobaida Edib and Michelle Peate

14 AMD Severity Prediction and Explainability Using Image Registration and Deep Embedded Clustering

Dwarikanath Mahapatra

15 Application of Artificial Intelligence in Thyroidology

Johnson Thomas

16 Use of Artificial Intelligence in Sepsis Detection and Management

Neha Deo and Rahul Kashyap

17 Transforming Clinical Trials with Artificial Intelligence

Stefanie Lip, Shyam Visweswaran and Sandosh Padmanabhan

18 An Industry Review of Neuromorphic Chips

Deepak Kumar Gopalakrishnan, Aditya Ravishankar and Hamid Abdi

19 Artificial Empathy

An Artificial Intelligence Challenge

Dharmendra Sharma and Balaji Bikshandi

Notes:

Description based on print version record.

ISBN:

9781000216868

1000216861

9780429317415

0429317417

9781000216844

1000216845

OCLC:

1223969759