no code implementations • 4 Oct 2022 • Suraj Kothawade, Atharv Savarkar, Venkat Iyer, Lakshman Tamil, Ganesh Ramakrishnan, Rishabh Iyer
It is often the case that a suboptimal performance is obtained on some classes due to the natural class imbalance issue that comes with medical data.
no code implementations • 16 Jul 2017 • Zhuo Chen, Elmer Salazar, Kyle Marple, Gopal Gupta, Lakshman Tamil, Sandeep Das, Alpesh Amin
A standard approach to managing chronic diseases by medical community is to have a committee of experts develop guidelines that all physicians should follow.
no code implementations • 25 Oct 2016 • Zhuo Chen, Kyle Marple, Elmer Salazar, Gopal Gupta, Lakshman Tamil
In this paper we describe a physician-advisory system for CHF management that codes the entire set of clinical practice guidelines for CHF using answer set programming.