output
20062025
most citedEnhancing Clinical Concept Extraction with Contextual Embeddings

338 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2025Show all

5 papers · 1 filter

cs.CL2025

Clinical Document Metadata Extraction: A Scoping Review

Kurt Miller, Qiuhao Lu, William Hersh +4

Clinical document metadata, such as document type, structure, author role, medical specialty, and encounter setting, is essential for accurate interpretation of information capture…

stat.ME2025

Bayesian Geostatistical Modeling for Cluster Randomized Trials

Jooyeon Lee, M. S., Evan Kwiatkowski +1

Cluster randomized trials (CRTs) offer a practical alternative for addressing logistical challenges and ensuring feasibility in community health, education, and prevention studies,…

cs.CL2025★ 1 cited

Memorization in Large Language Models in Medicine: Prevalence, Characteristics, and Implications

Anran Li, Lingfei Qian, Mengmeng Du +18

Large Language Models (LLMs) have demonstrated significant potential in medicine, with many studies adapting them through continued pre-training or fine-tuning on medical data to e…

cs.CL2025

Synthesized Annotation Guidelines are Knowledge-Lite Boosters for Clinical Information Extraction

Enshuo Hsu, Martin Ugbala, Krishna Kumar Kookal +4

Generative information extraction using large language models, particularly through few-shot learning, has become a popular method. Recent studies indicate that providing a detaile…

q-bio.NC2025★ 119 cited

KMT2B-related disorders: expansion of the phenotypic spectrum and long-term efficacy of deep brain stimulation

L Cif, D Demailly, JP Lin +112

Heterozygous mutations in KMT2B are associated with an early-onset, progressive, and often complex dystonia (DYT28). Key characteristics of typical disease include focal motor feat…