Joseph VanScoy

Researcher

University of Arkansas for Medical Sciences

unknown

2 h-index 3 pubs 19 cited

Research Areas

Advanced Neural Network Applications Natural Language Processing Techniques Health and Medical Research Impacts Cancer-related molecular mechanisms research Medical Imaging Techniques and Applications

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OverviewAI-generated summary

Joseph VanScoy's research focuses on the application of advanced computational techniques to clinical data, particularly in the area of colonoscopy and the de-identification of electronic health records. His work involves developing and evaluating neural network models for tasks such as concept compilation and named entity recognition within clinical notes. He has published on models like the h-ANN Model for colonoscopy concept compilation and the DeIDNER Model for de-identifying clinical text. VanScoy has also contributed to the development of the TAX-Corpus, a dataset for evaluating colonoscopy annotations. His scholarship metrics include an h-index of 2 with 19 total citations across 3 publications. He collaborates with researchers from the University of Arkansas for Medical Sciences and Arkansas State University, including Fred Prior and Sudeepa Bhattacharyya.

Metrics

  • h-index: 2
  • Publications: 3
  • Citations: 19

Selected Publications

  • TAX-Corpus: Taxonomy based Annotations for Colonoscopy Evaluation (2022) DOI
  • DeIDNER Model: A Neural Network Named Entity Recognition Model for Use in the De-identification of Clinical Notes (2022) DOI
  • The h-ANN Model: Comprehensive Colonoscopy Concept Compilation using Combined Contextual Embeddings (2022) DOI

Collaborators

Researchers in the database who share publications

Sudeepa Bhattacharyya Arkansas State University 3 shared publications Fred Prior University of Arkansas for Medical Sciences 2 shared publications Shaymaa Al‐Shukri University of Arkansas for Medical Sciences 1 shared publication Kevin W. Sexton University of Arkansas for Medical Sciences 1 shared publication Farhan Kawsar University of Arkansas for Medical Sciences 1 shared publication Jake Erwin University of Arkansas for Medical Sciences 1 shared publication

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