Sunghwan Sohn

Desiderata for delivering NLP to accelerate healthcare AI advancement and a Mayo Clinic NLP-as-a-service implementation

2019 · 141 Zit. · npj Digital Medicine

Evaluation of the portability of computable phenotypes with natural language processing in the eMERGE network

2023 · 22 Zit. · Scientific Reports

A Technical Performance Study and Proposed Systematic and Comprehensive Evaluation of an ML-based CDS Solution for Pediatric Asthma.

2022 · 9 Zit. · PubMed

Application of Natural Language Processing in Total Joint Arthroplasty: Opportunities and Challenges

2023 · 9 Zit. · The Journal of Arthroplasty

Multicenter Validation of Natural Language Processing Algorithms for the Detection of Common Data Elements in Operative Notes for Total Hip Arthroplasty: Algorithm Development and Validation

2022 · 8 Zit. · JMIR Medical Informatics

DeepTKAClassifier: Brand Classification of Total Knee Arthroplasty Implants Using Explainable Deep Convolutional Neural Networks

2020 · 3 Zit. · Lecture notes in computer science

The Rise of Small Language Models in Healthcare: A Comprehensive Survey

2025 · 2 Zit. · ArXiv.org

Rx-LLM: a benchmarking suite to evaluate safe large language model performance for medication-related tasks

2025 · 1 Zit. · medRxiv

Drug or Pokémon? An analysis of the ability of large language models to discern fabricated medications

2026 · 0 Zit. · medRxiv