Annotation of a Large Clinical Entity Corpus

no code implementations • EMNLP 2018 • Pinal Patel, Disha Davey, Vishal Panchal, Parth Pathak

But in order to take full advantage of the ML approaches, an accurately annotated corpus becomes an essential requirement.

Machine Translation Small Data Image Classification

A Treebank for the Healthcare Domain

no code implementations • COLING 2018 • Nganthoibi Oinam, Diwakar Mishra, Pinal Patel, Narayan Choudhary, Hitesh Desai

Berkeley parser performed better on our treebank with an average F1 measure of 91 across 5-folds.

ezDI: A Supervised NLP System for Clinical Narrative Analysis

no code implementations • SEMEVAL 2015 • Parth Pathak, Pinal Patel, Vishal Panchal, Sagar Soni, Kinjal Dani, Amrish Patel, Narayan Choudhary

Slot Filling

Annotating a Large Representative Corpus of Clinical Notes for Parts of Speech

no code implementations • WS 2014 • Narayan Choudhary, Parth Pathak, Pinal Patel, Vishal Panchal

ezDI: A Hybrid CRF and SVM based Model for Detecting and Encoding Disorder Mentions in Clinical Notes

no code implementations • SEMEVAL 2014 • Parth Pathak, Pinal Patel, Vishal Panchal, Narayan Choudhary, Amrish Patel, Gautam Joshi

Fraud Detection Text Summarization