Jake Erwin

Researcher

University of Arkansas for Medical Sciences

grad_student

1 h-index 1 pubs 6 cited

Research Areas

Natural Language Processing Techniques Advanced Neural Network Applications Health and Medical Research Impacts

Is this your profile? Verify and claim your profile

OverviewAI-generated summary

Jake Erwin's research focuses on the application of advanced computational methods to de-identify clinical notes. His work has resulted in the development of the DeIDNER model, a neural network designed for named entity recognition in this context. This model aims to enhance the privacy and security of patient data within clinical documentation. Erwin has collaborated with researchers including Fred Prior, Kevin W. Sexton, Farhan Kawsar, and Joseph VanScoy at the University of Arkansas for Medical Sciences. His scholarly output includes one publication with a total of six citations, and he holds an h-index of 1.

Metrics

  • h-index: 1
  • Publications: 1
  • Citations: 6

Selected Publications

  • DeIDNER Model: A Neural Network Named Entity Recognition Model for Use in the De-identification of Clinical Notes (2022) DOI

Collaborators

Researchers in the database who share publications

Fred Prior 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 Joseph VanScoy University of Arkansas for Medical Sciences 1 shared publication Sudeepa Bhattacharyya Arkansas State University 1 shared publication

Similar Researchers

Based on overlapping research topics

Farhan Kawsar University of Arkansas for Medical Sciences
Natural Language Processing Techniques Advanced Neural Network Applications Health and Medical Research Impacts
Strong match 3 shared topics
Joseph VanScoy University of Arkansas for Medical Sciences
Natural Language Processing Techniques Advanced Neural Network Applications Health and Medical Research Impacts
Strong match 3 shared topics
Susan Gauch University of Arkansas at Fayetteville
Natural Language Processing Techniques Advanced Neural Network Applications Health and Medical Research Impacts
Good match 3 shared topics
Tarun Garg University of Arkansas for Medical Sciences
Natural Language Processing Techniques Advanced Neural Network Applications Health and Medical Research Impacts
Good match 3 shared topics
Scott Stewart University of Arkansas for Medical Sciences
Natural Language Processing Techniques Advanced Neural Network Applications Health and Medical Research Impacts
Good match 3 shared topics
Heather Ali University of Arkansas for Medical Sciences
Natural Language Processing Techniques Advanced Neural Network Applications Health and Medical Research Impacts
Good match 3 shared topics