2 papers
cs.AI2025
Leveraging LLMs for Structured Data Extraction from Unstructured Patient Records
Mitchell A. Klusty, Elizabeth C. Solie, Caroline N. Leach +8
Manual chart review remains an extremely time-consuming and resource-intensive component of clinical research, requiring experts to extract often complex information from unstructu…
cs.LG2025
Semantic Nutrition Estimation: Predicting Food Healthfulness from Text Descriptions
Dayne R. Freudenberg, Daniel G. Haughian, Mitchell A. Klusty +8
Accurate nutritional assessment is critical for public health, but existing profiling systems require detailed data often unavailable or inaccessible from colloquial text descripti…