24 citations · 49 across the 8 of their papers we have counts for
4 papers · 1 filter
Enhancing Lung Cancer Treatment Outcome Prediction through Semantic Feature Engineering Using Large Language Models
MunHwan Lee, Shaika Chowdhury, Xiaodi Li +7
Accurate prediction of treatment outcomes in lung cancer remains challenging due to the sparsity, heterogeneity, and contextual overload of real-world electronic health data. Tradi…
Evaluation of GPT-3 for Anti-Cancer Drug Sensitivity Prediction
Shaika Chowdhury, Sivaraman Rajaganapathy, Lichao Sun +2
In this study, we investigated the potential of GPT-3 for the anti-cancer drug sensitivity prediction task using structured pharmacogenomics data across five tissue types and evalu…
Mixed Pooling Multi-View Attention Autoencoder for Representation Learning in Healthcare
Shaika Chowdhury, Chenwei Zhang, Philip S. Yu +1
Distributed representations have been used to support downstream tasks in healthcare recently. Healthcare data (e.g., electronic health records) contain multiple modalities of data…
Multi-Task Pharmacovigilance Mining from Social Media Posts
Shaika Chowdhury, Chenwei Zhang, Philip S. Yu
Social media has grown to be a crucial information source for pharmacovigilance studies where an increasing number of people post adverse reactions to medical drugs that are previo…