RadQA: A Question Answering Dataset to Improve Comprehension of Radiology Reports

no code implementations • LREC 2022 • Sarvesh Soni, Meghana Gudala, Atieh Pajouhi, Kirk Roberts

We present a radiology question answering dataset, RadQA, with 3074 questions posed against radiology reports and annotated with their corresponding answer spans (resulting in a total of 6148 question-answer evidence pairs) by physicians.

Question Answering Reading Comprehension

Extracting Adherence Information from Electronic Health Records

no code implementations • COLING 2020 • Jordan Sanders, Meghana Gudala, Kathleen Hamilton, Nishtha Prasad, Jordan Stovall, Eduardo Blanco, Jane E Hamilton, Kirk Roberts

Patient adherence is a critical factor in health outcomes.

Sentence

Extraction of Lactation Frames from Drug Labels and LactMed

no code implementations • WS 2019 • Heath Goodrum, Meghana Gudala, Ankita Misra, Kirk Roberts

This paper describes a natural language processing (NLP) approach to extracting lactation-specific drug information from two sources: FDA-mandated drug labels and the NLM Drugs and Lactation Database (LactMed).