scholarly journals Explainable Artificial Intelligence (XAI) for Population Health Management – An Appraisal

2021 ◽  
Vol 5 (6) ◽  
pp. 64-76
Author(s):  
Het Naik ◽  
Priyanka Goradia ◽  
Vomini Desai ◽  
Yukta Desai ◽  
Muralikrishna Iyyanki
Keyword(s):  
Artificial Intelligence ◽  
Population Health ◽  
Healthcare System ◽  
Health Management ◽  
Practical Implementation ◽  
Population Health Management ◽  
Explainable Artificial Intelligence ◽  
The Future ◽  
Potential Use

This study explores Explainable Artificial Intelligence (XAI) in general and then talked about its potential use for the India Healthcare system. It also demonstrated some XAI techniques on a diabetes dataset with an aim to show practical implementation and implore the readers to think about more application areas. However, there are certain limitations of the technology which are highlighted along with the future scope in the discussion.

Accountable Care: Building Systems for Population Health Management

2014 ◽  
Author(s):  
Sarah Klein Klein ◽  
Douglas McCarthy McCarthy ◽  
Alexander Cohen Cohen
Keyword(s):  
Population Health ◽  
Health Management ◽  
Accountable Care ◽  
Population Health Management ◽  
Building Systems

Using High-Tech and High-Touch Methods for Effective Population Health Management

Iproceedings ◽  
2016 ◽  
Vol 2 (1) ◽  
pp. e17
Author(s):  
Sashi Padarthy ◽  
Cristina Crespo ◽  
Keri Rich ◽  
Nagaraja Srivatsan
Keyword(s):  
Population Health ◽  
Health Management ◽  
High Tech ◽  
Effective Population ◽  
Population Health Management

Technology-Enabled Population Health Management: Two Communities' Use of an Electronic Care Alert System

PM&R ◽  
2017 ◽  
Vol 9 ◽  
pp. S75-S84 ◽  
Author(s):  
Todd Rowland ◽  
Jill Nielsen-Farrell ◽  
Kathy Church ◽  
Barbara Riddell
Keyword(s):  
Population Health ◽  
Health Management ◽  
Alert System ◽  
Population Health Management
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