Adaptive Epidemic Forecasting and Community Risk Evaluation of COVID-19

no code implementations • 3 Jun 2021 • Vishrawas Gopalakrishnan, Sayali Navalekar, Pan Ding, Ryan Hooley, Jacob Miller, Raman Srinivasan, Ajay Deshpande, Xuan Liu, Simone Bianco, James H. Kaufman

Pandemic control measures like lock-down, restrictions on restaurants and gatherings, social-distancing have shown to be effective in curtailing the spread of COVID-19.

Benchmarking Decision Making

A Novel Data-Driven Framework for Risk Characterization and Prediction from Electronic Medical Records: A Case Study of Renal Failure

no code implementations • 29 Nov 2017 • Prithwish Chakraborty, Vishrawas Gopalakrishnan, Sharon M. H. Alford, Faisal Farooq

To validate the identified factors, we use a specialized generalized linear model (GLM) to predict the probability of renal failure for individual patients within a specified time window.

Time-Independent and Language-Independent Extraction of Multiword Expressions From Twitter

no code implementations • COLING 2016 • Nikhil Londhe, Rohini Srihari, Vishrawas Gopalakrishnan

Multiword Expressions (MWEs) are crucial lexico-semantic units in any language.

Sentiment Analysis