The Ethics of Population Health Management: Collapsing the Traditional Boundary Between Patient Care and Public Health

2017 ◽  
Vol 20 (3) ◽  
pp. 167-169 ◽  
Author(s):  
Thomas May ◽  
Joseph Byonanebye ◽  
John Meurer
Keyword(s):  
Public Health ◽  
Patient Care ◽  
Population Health ◽  
Health Management ◽  
Population Health Management

scholarly journals A Case Study for a Big Data and Machine Learning Platform to Improve Medical Decision Support in Population Health Management

Algorithms ◽  
2020 ◽  
Vol 13 (4) ◽  
pp. 102 ◽  
Author(s):  
Fernando López-Martínez ◽  
Edward Rolando Núñez-Valdez ◽  
Vicente García-Díaz ◽  
Zoran Bursac
Keyword(s):  
Public Health ◽  
Machine Learning ◽  
Big Data ◽  
Decision Support ◽  
Information Systems ◽  
Population Health ◽  
Health Management ◽  
Medical Decision ◽  
Population Health Management ◽  
Learning Platform

Big data and artificial intelligence are currently two of the most important and trending pieces for innovation and predictive analytics in healthcare, leading the digital healthcare transformation. Keralty organization is already working on developing an intelligent big data analytic platform based on machine learning and data integration principles. We discuss how this platform is the new pillar for the organization to improve population health management, value-based care, and new upcoming challenges in healthcare. The benefits of using this new data platform for community and population health include better healthcare outcomes, improvement of clinical operations, reducing costs of care, and generation of accurate medical information. Several machine learning algorithms implemented by the authors can use the large standardized datasets integrated into the platform to improve the effectiveness of public health interventions, improving diagnosis, and clinical decision support. The data integrated into the platform come from Electronic Health Records (EHR), Hospital Information Systems (HIS), Radiology Information Systems (RIS), and Laboratory Information Systems (LIS), as well as data generated by public health platforms, mobile data, social media, and clinical web portals. This massive volume of data is integrated using big data techniques for storage, retrieval, processing, and transformation. This paper presents the design of a digital health platform in a healthcare organization in Colombia to integrate operational, clinical, and business data repositories with advanced analytics to improve the decision-making process for population health management.

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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