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Jeffrey A. Thompson

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Open access Oct 2026

Zero-Shot Extraction of Structured Clinical Data from Free-Text CT Reports Using Foundational Large Language Models

Introduction. Large language models (LLMs) are being explored for multiple applications in medical research, including medical text classification. Authors of the study evaluated the performance of three off-the-shelf LLMs in classifying unstructured free-text CT pulmonary angiography reports for pulmonary embolism (PE...

Amulya Gupta, Alexander Hongslo, Q. Nguyen et al. · 0 citations
#artificial intelligence Preprint Oct 2026

DeepAJM: Deep Association Joint Model for Irregularly Sampled data

Joint Models simultaneously model longitudinal and survival outcomes, leveraging patterns in patients'longitudinal trajectory to improve the prediction of survival outcomes. The classical parametric joint models, however, rely on fixed parametric assumptions, making them susceptible to bias under model misspecification...

Barsha Halder, J. Thompson · 0 citations

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