Title
HealthCareND: leveraging EHR and CARE for prospective healthcare
Abstract
The exorbitant cost of healthcare and the burden of preventable disease motivate the need for prospective health-care. In this paper we introduce HealthCareND, a user-friendly and interactive personalized disease prediction and information system. HealthCareND is based on our the Collaborative Assessment and Recommendation Engine (CARE) [2]. CARE incorporates innovative methods in collaborative filtering to suggest conditions that a patient may have a high risk of developing in the future, allowing physicians and other healthcare providers to more proactively approach the diagnosis and treatment process. HealthCareND also features an interactive visualization of an undirected complex disease network, which allows users to easily pinpoint disease pairs with a high rate of co-morbidity. Finally, our system also connects users to relevant, credible online med- ical information, making it an excellent 'one-stop-shop' for medical resources
Year
DOI
Venue
2010
10.1145/1882992.1883121
IHI
Keywords
Field
DocType
high rate,ical information,healthcare provider,preventable disease,information system,disease pair,undirected complex disease network,high risk,interactive visualization,interactive personalized disease prediction,prospective healthcare,recommendation systems,health care,recommender system,personalized medicine,collaborative filtering
Recommender system,Health care,Information system,World Wide Web,Disease,Collaborative filtering,Interactive visualization,Medicine,Personalized medicine
Conference
Citations 
PageRank 
References 
1
0.36
1
Authors
3
Name
Order
Citations
PageRank
Brian Dentino110.36
Darcy Davis21658.56
Nitesh Chawla37257345.79