98 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- George Mason UniversityUS6 papers
- University of WashingtonUS6 papers
- Christchurch HospitalNZ2 papers
- University of CanterburyNZ2 papers
- Behavioral Tech Research, Inc.US1 paper
- Brigham and Women's HospitalUS1 paper
- Center for Applied LinguisticsUS1 paper
- Columbia UniversityUS1 paper
- Dana-Farber Brigham Cancer CenterUS1 paper
- Dana-Farber Cancer InstituteUS1 paper
- Harvard UniversityUS1 paper
- Huntsman Cancer InstituteUS1 paper
13 papers
A Scoping Review of Natural Language Processing in Addressing Medically Inaccurate Information: Errors, Misinformation, and Hallucination
Zhaoyi Sun, Wen-Wai Yim, Ozlem Uzuner +2
Objective: This review aims to explore the potential and challenges of using Natural Language Processing (NLP) to detect, correct, and mitigate medically inaccurate information, in…
CACER: Clinical Concept Annotations for Cancer Events and Relations
Yujuan Fu, Giridhar Kaushik Ramachandran, Ahmad Halwani +5
Clinical notes contain unstructured representations of patient histories, including the relationships between medical problems and prescription drugs. To investigate the relationsh…
Deep Representations of First-person Pronouns for Prediction of Depression Symptom Severity
Xinyang Ren, Hannah A Burkhardt, Patricia A Areán +2
Prior work has shown that analyzing the use of first-person singular pronouns can provide insight into individuals' mental status, especially depression symptom severity. These fin…
LeafAI: query generator for clinical cohort discovery rivaling a human programmer
Nicholas J Dobbins, Bin Han, Weipeng Zhou +5
Objective: Identifying study-eligible patients within clinical databases is a critical step in clinical research. However, accurate query design typically requires extensive techni…
The 2022 n2c2/UW Shared Task on Extracting Social Determinants of Health
Kevin Lybarger, Meliha Yetisgen, Özlem Uzuner
Objective: The n2c2/UW SDOH Challenge explores the extraction of social determinant of health (SDOH) information from clinical notes. The objectives include the advancement of natu…
A Multifaceted Benchmarking of Synthetic Electronic Health Record Generation Models
Chao Yan, Yao Yan, Zhiyu Wan +5
Synthetic health data have the potential to mitigate privacy concerns when sharing data to support biomedical research and the development of innovative healthcare applications. Mo…
Extracting Medication Changes in Clinical Narratives using Pre-trained Language Models
Giridhar Kaushik Ramachandran, Kevin Lybarger, Yaya Liu +5
An accurate and detailed account of patient medications, including medication changes within the patient timeline, is essential for healthcare providers to provide appropriate pati…
The Leaf Clinical Trials Corpus: a new resource for query generation from clinical trial eligibility criteria
Nicholas J Dobbins, Tony Mullen, Ozlem Uzuner +1
Identifying cohorts of patients based on eligibility criteria such as medical conditions, procedures, and medication use is critical to recruitment for clinical trials. Such criter…
Monte Carlo validation of optimal material discrimination using spectral x-ray imaging
Syen J. Nik, Rune S. Thing, Richard Watts +3
The validation of a previous work on the optimization of material discrimination in spectral x-ray imaging is reported. Using Monte Carlo simulations based on the BEAMnrc package,…
Latent demographic profile estimation in hard-to-reach groups
Tyler H. McCormick, Tian Zheng
The sampling frame in most social science surveys excludes members of certain groups, known as hard-to-reach groups. These groups, or subpopulations, may be difficult to access (th…
Application of a spring-dashpot system to clinical lung tumor motion data
E. J. Ackerley, A. E. Cavan, P. L. Wilson +2
A spring-dashpot system based on the Voigt model was developed to model the correlation between abdominal respiratory motion and tumor motion during lung radiotherapy. The model wa…
When is Better Best? A multiobjective perspective
Mark Phillips, Clay Holdsworth
Purpose: To identify the most informative methods for reporting results of treatment planning comparisons. Methods: Seven papers from the past year of International Journal of Radi…
A Hierachical Evolutionary Algorithm for Multiobjective Optimization in IMRT
Clay Holdsworth, Minsun Kim, Jay Liao +1
Purpose: Current inverse planning methods for IMRT are limited because they are not designed to explore the trade-offs between the competing objectives between the tumor and normal…