Jason Martin
Overview
Explore the profile of Jason Martin including associated specialties, affiliations and a list of published articles.
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Articles
36
Citations
928
Followers
0
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Recent Articles
1.
Pati S, Baid U, Edwards B, Sheller M, Wang S, Reina G, et al.
Nat Commun
. 2023 Jan;
14(1):436.
PMID: 36702828
No abstract available.
2.
Pati S, Baid U, Edwards B, Sheller M, Wang S, Reina G, et al.
Nat Commun
. 2022 Dec;
13(1):7346.
PMID: 36470898
Although machine learning (ML) has shown promise across disciplines, out-of-sample generalizability is concerning. This is currently addressed by sharing multi-site data, but such centralization is challenging/infeasible to scale due to...
3.
Foley P, Sheller M, Edwards B, Pati S, Riviera W, Sharma M, et al.
Phys Med Biol
. 2022 Oct;
67(21).
PMID: 36198326
Federated learning (FL) is a computational paradigm that enables organizations to collaborate on machine learning (ML) and deep learning (DL) projects without sharing sensitive data, such as patient records, financial...
4.
Pati S, Baid U, Edwards B, Sheller M, Foley P, Reina G, et al.
Phys Med Biol
. 2022 Sep;
67(20).
PMID: 36137534
De-centralized data analysis becomes an increasingly preferred option in the healthcare domain, as it alleviates the need for sharing primary patient data across collaborating institutions. This highlights the need for...
5.
Yin F, Ling Y, Martin J, Narayanaswamy R, McIntosh L, Li F, et al.
J Pharm Biomed Anal
. 2020 Oct;
192:113669.
PMID: 33120310
Uridine and L-dihydroorotate (DHO) are important intermediates of de novo as well as salvage pathways for the biosynthesis of pyrimidines, which are the building blocks of nucleic acids - DNA...
6.
de Mena L, Smith M, Martin J, Dunton K, Ceballos-Diaz C, Jansen-West K, et al.
Alzheimers Res Ther
. 2020 Oct;
12(1):132.
PMID: 33069251
Background: Self-assembly of the amyloid-β (Aβ) peptide into aggregates, from small oligomers to amyloid fibrils, is fundamentally linked with Alzheimer's disease (AD). However, it is clear that not all forms...
7.
Sheller M, Edwards B, Reina G, Martin J, Pati S, Kotrotsou A, et al.
Sci Rep
. 2020 Jul;
10(1):12598.
PMID: 32724046
Several studies underscore the potential of deep learning in identifying complex patterns, leading to diagnostic and prognostic biomarkers. Identifying sufficiently large and diverse datasets, required for training, is a significant...
8.
Durbin A, Pierce K, Kirkpatrick B, Grier P, Sabundayo B, He H, et al.
Am J Trop Med Hyg
. 2020 May;
103(2):855-863.
PMID: 32394880
New dengue vaccines are needed to prevent this globally expanding vector-borne disease. The V180 vaccine candidate consists of four recombinant, soluble, dengue virus envelope glycoproteins and has been previously evaluated...
9.
Halperin S, Das R, Onorato M, Liu K, Martin J, Grant-Klein R, et al.
J Infect Dis
. 2019 Sep;
220(7):1127-1135.
PMID: 31505665
Background: This double-blind study assessed immunogenicity, lot consistency, and safety of recombinant vesicular stomatitis virus-Zaire Ebola virus envelope glycoprotein vaccine (rVSVΔG-ZEBOV-GP). Methods: Healthy adults (N = 1197) were randomized 2:2:2:2:1...
10.
Sheller M, Reina G, Edwards B, Martin J, Bakas S
Brainlesion
. 2019 Jun;
11383:92-104.
PMID: 31231720
Deep learning models for semantic segmentation of images require large amounts of data. In the medical imaging domain, acquiring sufficient data is a significant challenge. Labeling medical image data requires...