106 citations · 125 across the 11 of their papers we have counts for
4 papers · 1 filter
Deep learning for autism detection using clinical notes: A comparison of transfer learning for a transparent and black-box approach
Gondy Leroy, Prakash Bisht, Sai Madhuri Kandula +2
Autism spectrum disorder (ASD) is a complex neurodevelopmental condition whose rising prevalence places increasing demands on a lengthy diagnostic process. Machine learning (ML) ha…
Comparative Evaluation of Text and Audio Simplification: A Methodological Replication Study
Prosanta Barai, Gondy Leroy, Arif Ahmed
This study serves as a methodological replication of Leroy et al. (2022) research, which investigated the impact of text simplification on healthcare information comprehension in t…
Automated Feedback Loops to Protect Text Simplification with Generative AI from Information Loss
Abhay Kumara Sri Krishna Nandiraju, Gondy Leroy, David Kauchak +1
Understanding health information is essential in achieving and maintaining a healthy life. We focus on simplifying health information for better understanding. With the availabilit…
Are LLM-generated plain language summaries truly understandable? A large-scale crowdsourced evaluation
Yue Guo, Jae Ho Sohn, Gondy Leroy +1
Plain language summaries (PLSs) are essential for facilitating effective communication between clinicians and patients by making complex medical information easier for laypeople to…