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Elizabeth Woo, Michael Craig Burkhart, Emily Alsentzer, et al.
In our recent study, we used Llama-3.1-70B-Instruct to generate synthetic training examples resembling clinical trial eligibility criteria. We manually reviewed 1000 of these examples and release them here.
large language models
synthetic data distillation
clinical trial eligibility
Published: April 22, 2025.
Version: 1.0.0
Database
Restricted Access
Elizabeth Woo, Michael Craig Burkhart, Emily Alsentzer, et al.
In our recent study, we used Llama-3.1-70B-Instruct to generate synthetic training examples resembling clinical trial eligibility criteria. We manually reviewed 1000 of these examples and release them here.
large language models
synthetic data distillation
clinical trial eligibility
Published: April 22, 2025.
Version: 1.0.0
Database
Restricted Access
Elizabeth Woo, Michael Craig Burkhart, Emily Alsentzer, et al.
We created 23 questions resembling eligibility criteria from the apixaban clinical trial and evaluated them on a random sample of 100 patient notes from MIMIC-IV. We release the 2300 total question-answer pairs as a dataset here.
clinical q and a evaluation set
clinical trial eligibility
Published: April 30, 2025.
Version: 1.0.0
Database
Restricted Access
Elizabeth Woo, Michael Craig Burkhart, Emily Alsentzer, et al.
We created 23 questions resembling eligibility criteria from the apixaban clinical trial and evaluated them on a random sample of 100 patient notes from MIMIC-IV. We release the 2300 total question-answer pairs as a dataset here.
clinical q and a evaluation set
clinical trial eligibility
Published: April 30, 2025.
Version: 1.0.0