David Rust
Overview
Explore the profile of David Rust including associated specialties, affiliations and a list of published articles.
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Articles
4
Citations
16
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Recent Articles
1.
Hochheiser H, Finan S, Yuan Z, Durbin E, Jeong J, Hands I, et al.
JCO Clin Cancer Inform
. 2023 Dec;
7:e2300156.
PMID: 38113411
Purpose: Manual extraction of case details from patient records for cancer surveillance is a resource-intensive task. Natural Language Processing (NLP) techniques have been proposed for automating the identification of key...
2.
Hochheiser H, Finan S, Yuan Z, Durbin E, Jeong J, Hands I, et al.
medRxiv
. 2023 May;
PMID: 37205575
Objective: The manual extraction of case details from patient records for cancer surveillance efforts is a resource-intensive task. Natural Language Processing (NLP) techniques have been proposed for automating the identification...
3.
Alawad M, Yoon H, Gao S, Mumphrey B, Wu X, Durbin E, et al.
IEEE Trans Emerg Top Comput
. 2022 Sep;
9(3):1219-1230.
PMID: 36117774
Population cancer registries can benefit from Deep Learning (DL) to automatically extract cancer characteristics from the high volume of unstructured pathology text reports they process annually. The success of DL...
4.
Alawad M, Gao S, Qiu J, Schaefferkoetter N, Hinkle J, Yoon H, et al.
IEEE EMBS Int Conf Biomed Health Inform
. 2022 Sep;
2019.
PMID: 36081613
Automated text information extraction from cancer pathology reports is an active area of research to support national cancer surveillance. A well-known challenge is how to develop information extraction tools with...