34 citations · 54 across the 5 of their papers we have counts for
10 papers
Toward Improving Health Literacy in Patient Education Materials with Neural Machine Translation Models
David Oniani, Sreekanth Sreekumar, Renuk DeAlmeida +6
Health literacy is the central focus of Healthy People 2030, the fifth iteration of the U.S. national goals and objectives. People with low health literacy usually have trouble und…
HealthPrompt: A Zero-shot Learning Paradigm for Clinical Natural Language Processing
Sonish Sivarajkumar, Yanshan Wang
Deep learning algorithms are dependent on the availability of large-scale annotated clinical text datasets. The lack of such publicly available datasets is the biggest bottleneck f…
Neural Language Models with Distant Supervision to Identify Major Depressive Disorder from Clinical Notes
Bhavani Singh Agnikula Kshatriya, Nicolas A Nunez, Manuel Gardea- Resendez +6
Major depressive disorder (MDD) is a prevalent psychiatric disorder that is associated with significant healthcare burden worldwide. Phenotyping of MDD can help early diagnosis and…
Social and behavioral determinants of health in the era of artificial intelligence with electronic health records: A scoping review
Anusha Bompelli, Yanshan Wang, Ruyuan Wan +8
Background: There is growing evidence that social and behavioral determinants of health (SBDH) play a substantial effect in a wide range of health outcomes. Electronic health recor…
Extracting Lifestyle Factors for Alzheimer's Disease from Clinical Notes Using Deep Learning with Weak Supervision
Zitao Shen, Yoonkwon Yi, Anusha Bompelli +3
Since no effective therapies exist for Alzheimer's disease (AD), prevention has become more critical through lifestyle factor changes and interventions. Analyzing electronic health…
A Qualitative Evaluation of Language Models on Automatic Question-Answering for COVID-19
David Oniani, Yanshan Wang
COVID-19 has resulted in an ongoing pandemic and as of 12 June 2020, has caused more than 7.4 million cases and over 418,000 deaths. The highly dynamic and rapidly evolving situati…