26 citations · 34 across the 8 of their papers we have counts for
13 papers
Leveraging Natural Learning Processing to Uncover Themes in Clinical Notes of Patients Admitted for Heart Failure
Ankita Agarwal, Krishnaprasad Thirunarayan, William L. Romine +3
Heart failure occurs when the heart is not able to pump blood and oxygen to support other organs in the body as it should. Treatments include medications and sometimes hospitalizat…
Improving the Factual Accuracy of Abstractive Clinical Text Summarization using Multi-Objective Optimization
Amanuel Alambo, Tanvi Banerjee, Krishnaprasad Thirunarayan +1
While there has been recent progress in abstractive summarization as applied to different domains including news articles, scientific articles, and blog posts, the application of t…
Entity-driven Fact-aware Abstractive Summarization of Biomedical Literature
Amanuel Alambo, Tanvi Banerjee, Krishnaprasad Thirunarayan +1
As part of the large number of scientific articles being published every year, the publication rate of biomedical literature has been increasing. Consequently, there has been consi…
Clustering of Pain Dynamics in Sickle Cell Disease from Sparse, Uneven Samples
Gary K. Nave, Swati Padhee, Amanuel Alambo +3
Irregularly sampled time series data are common in a variety of fields. Many typical methods for drawing insight from data fail in this case. Here we attempt to generalize methods…
Predicting Early Indicators of Cognitive Decline from Verbal Utterances
Swati Padhee, Anurag Illendula, Megan Sadler +4
Dementia is a group of irreversible, chronic, and progressive neurodegenerative disorders resulting in impaired memory, communication, and thought processes. In recent years, clini…
COVID-19 and Mental Health/Substance Use Disorders on Reddit: A Longitudinal Study
Amanuel Alambo, Swati Padhee, Tanvi Banerjee +1
COVID-19 pandemic has adversely and disproportionately impacted people suffering from mental health issues and substance use problems. This has been exacerbated by social isolation…