Stefan Hegselmann

Large language models are few-shot clinical information extractors

Monica Agrawal, Stefan Hegselmann, Hunter Lang et al. · 2022 · 266 citations · Full text

Structured Prediction, Engineering, Machine Learning +21

Benchmark evaluation of DeepSeek large language models in clinical decision-making

Sarah Sandmann, Stefan Hegselmann, Michael Fujarski et al. · Nature Medicine · 2025 · 96 citations · Full text

Natural Language Processing, Large Ai Model, Engineering +9

TabLLM: Few-shot Classification of Tabular Data with Large Language Models

Stefan Hegselmann, Alejandro Buendia, Hunter Lang et al. · arXiv (Cornell University) · 2022 · 49 citations · Full text

Natural Language Processing, Few-shot Learning, Large Language Models +15

Large Language Models are Few-Shot Clinical Information Extractors

Monica Agrawal, Stefan Hegselmann, Hunter Lang et al. · arXiv (Cornell University) · 2022 · 48 citations · Full text

Structured Prediction, Engineering, Corpus Linguistics +18

CDEGenerator: an online platform to learn from existing data models to build model registries

Julian Varghese, Michael Fujarski, Stefan Hegselmann et al. · Clinical Epidemiology · 2018 · 18 citations · Full text