Papers by Nafis Neehal
Are Large Language Models Effective in Clinical Trial Design? A Study on Baseline Feature Generation (2025.findings-naacl)
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Nafis Neehal, Bowen Wang, Shayom Debopadhaya, Corey Curran, Keerthiram Murugesan, Soham Dan, Vibha Anand, Kristin Bennett
| Challenge: | Clinical trials require baseline features to characterize participants and ensure accurate study outcomes. |
| Approach: | They evaluate LLMs' ability to generate appropriate baseline features for clinical trials . they use CT-Repo and CT-Pub datasets to generate features from clinical trials. |
| Outcome: | The proposed framework improves the performance of the baseline feature generation model on a clinical trial. |