5 citations · 5 across the 1 of their papers we have counts for
3 papers
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…
Crowdsourcing with Enhanced Data Quality Assurance: An Efficient Approach to Mitigate Resource Scarcity Challenges in Training Large Language Models for Healthcare
P. Barai, G. Leroy, P. Bisht +5
Large Language Models (LLMs) have demonstrated immense potential in artificial intelligence across various domains, including healthcare. However, their efficacy is hindered by the…
Utilizing Large Language Models to Generate Synthetic Data to Increase the Performance of BERT-Based Neural Networks
Chancellor R. Woolsey, Prakash Bisht, Joshua Rothman +1
An important issue impacting healthcare is a lack of available experts. Machine learning (ML) models could resolve this by aiding in diagnosing patients. However, creating datasets…