2.2k citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- University of Massachusetts AmherstUS12 papers
- University of Massachusetts LowellUS6 papers
- Amherst CollegeUS4 papers
- Duke UniversityUS4 papers
- Allen Institute for Cell ScienceUS3 papers
- Bedford VA Research CorporationUS3 papers
- Broad InstituteUS3 papers
- Carl Zeiss (Germany)DE3 papers
- Centre National de la Recherche ScientifiqueFR3 papers
- Cornell UniversityUS3 papers
- Delft University of TechnologyNL3 papers
- École Polytechnique Fédérale de LausanneCH3 papers
5 papers · 1 filter
Associations Between Natural Language Processing (NLP) Enriched Social Determinants of Health and Suicide Death among US Veterans
Avijit Mitra, Richeek Pradhan, Rachel D Melamed +8
Importance: Social determinants of health (SDOH) are known to be associated with increased risk of suicidal behaviors, but few studies utilized SDOH from unstructured electronic he…
Automated Identification of Eviction Status from Electronic Health Record Notes
Zonghai Yao, Jack Tsai, Weisong Liu +4
Objective: Evictions are important social and behavioral determinants of health. Evictions are associated with a cascade of negative events that can lead to unemployment, housing i…
Context Variance Evaluation of Pretrained Language Models for Prompt-based Biomedical Knowledge Probing
Zonghai Yao, Yi Cao, Zhichao Yang +1
Pretrained language models (PLMs) have motivated research on what kinds of knowledge these models learn. Fill-in-the-blanks problem (e.g., cloze tests) is a natural approach for ga…
Extracting Biomedical Factual Knowledge Using Pretrained Language Model and Electronic Health Record Context
Zonghai Yao, Yi Cao, Zhichao Yang +2
Language Models (LMs) have performed well on biomedical natural language processing applications. In this study, we conducted some experiments to use prompt methods to extract know…
CAVE: Cerebral Artery-Vein Segmentation in Digital Subtraction Angiography
Ruisheng Su, P. Matthijs van der Sluijs, Yuan Chen +7
Cerebral X-ray digital subtraction angiography (DSA) is a widely used imaging technique in patients with neurovascular disease, allowing for vessel and flow visualization with high…