3 code implementations • 21 Jun 2016 • Tanmay Basu, Shraman Kumar, Abhishek Kalyan, Priyanka Jayaswal, Pawan Goyal, Stephen Pettifer, Siddhartha R. Jonnalagadda
Initially, it uses information contained in existing systematic reviews to identify the sentences from the PDF files of the included references that contain specific data elements of interest using a modified Jaccard similarity measure.
no code implementations • 6 Sep 2016 • Kalpana Raja, Andrew J Sauer, Ravi P Garg, Melanie R Klerer, Siddhartha R. Jonnalagadda
This is significantly high when compared to a query-expansion based baseline (F-score of 1. 3% on HF and 2. 2% on AFib) and a system that uses query expansion with disease hyponyms and journal names, concept-based screening, and term-based vector similarity system (F-score of 37. 5% on HF and 39. 5% on AFib).
no code implementations • 6 Sep 2016 • Abhishek Kalyan Adupa, Ravi Prakash Garg, Jessica Corona-Cox, Sanjiv. J. Shah, Siddhartha R. Jonnalagadda
To reduce the large amount of time spent screening, identifying, and recruiting patients into clinical trials, we need prescreening systems that are able to automate the data extraction and decision-making tasks that are typically relegated to clinical research study coordinators.
no code implementations • 6 Sep 2016 • Ravi P Garg, Kalpana Raja, Siddhartha R. Jonnalagadda
Conclusion: We showed that our proposed type system is precise and comprehensive in representing a large sample of recommendations available for various disorders.
no code implementations • 6 Sep 2016 • Ravi Garg, Shu Dong, Sanjiv Shah, Siddhartha R. Jonnalagadda
Rare diseases are very difficult to identify among large number of other possible diagnoses.
no code implementations • 6 Sep 2016 • Prakash Reddy Putta, John J. Dzak III, Siddhartha R. Jonnalagadda
We analyzed the treatments of two disorders - Atrial Fibrillation and Congestive Heart Failure.
no code implementations • 4 Jul 2016 • Papis Wongchaisuwat, Diego Klabjan, Siddhartha R. Jonnalagadda
In this study, we developed an algorithm to automatically answer health-related questions based on past questions and answers (QA).