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Anthony Finch

Explore the profile of Anthony Finch including associated specialties, affiliations and a list of published articles. Areas
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Recent Articles
1.
Finch A, Crowell A, Chang Y, Parameshwarappa P, Martinez J, Horberg M
JAMIA Open . 2021 Aug; 4(3):ooab064. PMID: 34396057
Objective: Attention networks learn an intelligent weighted averaging mechanism over a series of entities, providing increases to both performance and interpretability. In this article, we propose a novel time-aware transformer-based...
2.
Finch A, Crowell A, Bhatia M, Parameshwarappa P, Chang Y, Martinez J, et al.
JAMIA Open . 2021 Mar; 4(1):ooab022. PMID: 33748691
Objective: To construct and publicly release a set of medical concept embeddings for codes following the ICD-10 coding standard which explicitly incorporate hierarchical information from medical codes into the embedding...
3.
Donnelly P, Chen T, Finch A, Brial C, Maher S, Torzilli P
J Biomater Sci Polym Ed . 2017 Jan; 28(6):582-600. PMID: 28134036
Articular cartilage lacks the ability to self-repair and a permanent solution for cartilage repair remains elusive. Hydrogel implantation is a promising technique for cartilage repair; however for the technique to...