Research Focus

Information Systems; Principal Machine Learning Engineer (Not for Use)

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1. Utility of a large language model for extraction of clinical findings from healthcare data following lung ablation: A feasibility study

   Journal Article

   Geevarghese, R.; Solomon, S. B.; Alexander, E. S.; Marinelli, B.; Chatterjee, S.; Jain, P.; Cadley, J.; Hollingsworth, A.; Chatterjee, A.; Ziv, E.
   Journal of Vascular and Interventional Radiology (2025)

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2. Extraction and classification of structured data from unstructured hepatobiliary pathology reports using large language models: A feasibility study compared with rules-based natural language processing

   Journal Article

   Geevarghese, R.; Sigel, C.; Cadley, J.; Chatterjee, S.; Jain, P.; Hollingsworth, A.; Chatterjee, A.; Swinburne, N.; Bilal, K. H.; Marinelli, B.
   Journal of Clinical Pathology (2025)

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