Stuart J Nelson
Overview
Explore the profile of Stuart J Nelson including associated specialties, affiliations and a list of published articles.
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35
Citations
525
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Recent Articles
1.
Nelson S, Yin Y, Trujillo Rivera E, Shao Y, Ma P, Tuttle M, et al.
Digit Health
. 2024 Nov;
10:20552076241297056.
PMID: 39493629
Objective: International Classification of Diseases (ICD) codes recorded in electronic health records (EHRs) are frequently used to create patient cohorts or define phenotypes. Inconsistent assignment of codes may reduce the...
2.
Cheng Y, Poon A, Ling Y, Wu W, Ahmed A, Vasaitis T, et al.
JAMA Netw Open
. 2024 Sep;
7(9):e2435672.
PMID: 39325451
Importance: Heart failure (HF) is a leading cause of death in the US. The current evidence on the burdens of HF in Asian American populations, especially Asian American subgroups, is...
3.
Shao Y, Zamrini E, Ahmed A, Cheng Y, Nelson S, Kokkinos P, et al.
medRxiv
. 2024 May;
PMID: 38798505
We present a novel explainable artificial intelligence (XAI) method to assess the associations between the temporal patterns in the patient trajectories recorded in longitudinal clinical data and the adverse outcome...
4.
Shao Y, Cheng Y, Nelson S, Kokkinos P, Zamrini E, Ahmed A, et al.
J Pers Med
. 2023 Jul;
13(7).
PMID: 37511683
Transformer is the latest deep neural network (DNN) architecture for sequence data learning, which has revolutionized the field of natural language processing. This success has motivated researchers to explore its...
5.
Shao Y, Cheng Y, Nelson S, Kokkinos P, Zamrini E, Ahmed A, et al.
medRxiv
. 2023 Mar;
PMID: 36993767
Transformer is the latest deep neural network (DNN) architecture for sequence data learning that has revolutionized the field of natural language processing. This success has motivated researchers to explore its...
6.
Litman E, Ma P, Miran S, Nelson S, Ahmadzia H
J Thromb Thrombolysis
. 2023 Feb;
55(4):742-746.
PMID: 36826757
Introduction: Postpartum hemorrhage (PPH) was the second leading cause of maternal death, accounting for approximately 14% of all pregnancy-related deaths between 2017 and 2019 in the United States. Several large...
7.
Redd D, Shao Y, Zeng-Treitler Q, Myers L, Barker B, Nelson S, et al.
Health Informatics J
. 2022 Oct;
28(4):14604582221134406.
PMID: 36300566
Colorectal cancer incidence has continually fallen among those 50 years old and over. However, the incidence has increased in those under 50. Even with the recent screening guidelines recommending that...
8.
Ushe J, Redd D, Nunez S, Trujillo-Rivera E, Tekle S, Nelson S, et al.
AMIA Annu Symp Proc
. 2022 Mar;
2021:1169-1177.
PMID: 35308949
Mental health is an increasing concern in adolescents. Mental health disorders can affect academic performance, affect the cultivation of healthy relationships, and even lead to suicide. Healthy lifestyle can improve...
9.
Litman E, Yin Y, Nelson S, Capbarat E, Kerchner D, Ahmadzia H
Am J Obstet Gynecol MFM
. 2022 Feb;
4(3):100577.
PMID: 35114422
Background: The impact of coronavirus disease 2019 (COVID-19) on adverse perinatal outcomes remains unclear. Objective: This study aimed to investigate whether COVID-19 is associated with adverse perinatal outcomes in a...
10.
Chow J, Yin Y, Yamane D, Davison D, Keneally R, Hawkins K, et al.
J Thromb Haemost
. 2021 Aug;
19(11):2814-2824.
PMID: 34455688
Purpose: Coronavirus disease 2019 (COVID-19) is associated with hypercoagulability and increased thrombotic risk. The impact of prehospital antiplatelet therapy on in-hospital mortality is uncertain. Methods: This was an observational cohort...