10 citations · 20 across the 8 of their papers we have counts for
9 papers
A Canonical Architecture For Predictive Analytics on Longitudinal Patient Records
Parthasarathy Suryanarayanan, Bhavani Iyer, Prithwish Chakraborty +11
Many institutions within the healthcare ecosystem are making significant investments in AI technologies to optimize their business operations at lower cost with improved patient ou…
Explicit-Blurred Memory Network for Analyzing Patient Electronic Health Records
Prithwish Chakraborty, Fei Wang, Jianying Hu +1
In recent years, we have witnessed an increased interest in temporal modeling of patient records from large scale Electronic Health Records (EHR). While simpler RNN models have bee…
A Novel Data-Driven Framework for Risk Characterization and Prediction from Electronic Medical Records: A Case Study of Renal Failure
Prithwish Chakraborty, Vishrawas Gopalakrishnan, Sharon M. H. Alford +1
Electronic medical records (EMR) contain longitudinal information about patients that can be used to analyze outcomes. Typically, studies on EMR data have worked with established v…
A Framework for Evaluating Epidemic Forecasts
Farzaneh Sadat Tabataba, Prithwish Chakraborty, Naren Ramakrishnan +4
Background: Over the past few decades, numerous forecasting methods have been proposed in the field of epidemic forecasting. Such methods can be classified into different categorie…
Guided Deep List: Automating the Generation of Epidemiological Line Lists from Open Sources
Saurav Ghosh, Prithwish Chakraborty, Bryan L. Lewis +5
Real-time monitoring and responses to emerging public health threats rely on the availability of timely surveillance data. During the early stages of an epidemic, the ready availab…
Temporal Topic Modeling to Assess Associations between News Trends and Infectious Disease Outbreaks
Saurav Ghosh, Prithwish Chakraborty, Elaine O. Nsoesie +4
In retrospective assessments, internet news reports have been shown to capture early reports of unknown infectious disease transmission prior to official laboratory confirmation. I…