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John Matta

Explore the profile of John Matta including associated specialties, affiliations and a list of published articles. Areas
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Citations 19
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Recent Articles
1.
Sappington Z, Woodard C, Jackson M, Belobrajdic K, Matta J
Annu Int Conf IEEE Eng Med Biol Soc . 2025 Mar; 2024:1-4. PMID: 40039973
This paper introduces Open-RDS (o-RDS), an open-source, mobile-first web application with responsive design, created to streamline the process of conducting respondent-driven sampling (RDS) surveys. RDS is a chain-referral technique used...
2.
Nelson A, Somerville P, Patel S, Matta J
Annu Int Conf IEEE Eng Med Biol Soc . 2025 Mar; 2024:1-4. PMID: 40039933
This paper investigates the genetic correlations between Autism Spectrum Disorder (ASD) and Gender Dysphoria (GD) using network science techniques applied to data from the National Institute of Health's All of...
3.
Matta J, Singh V, Auten T, Sanjel P
PLoS One . 2023 Jan; 18(1):e0280910. PMID: 36689443
This paper presents a network science approach to investigate a health information dataset, the Sexual Acquisition and Transmission of HIV Cooperative Agreement Program (SATHCAP), to uncover hidden relationships that can...
4.
Matta J, Dobrino D, Yeboah D, Howard S, El-Manzalawy Y, Obafemi-Ajayi T
Front Hum Neurosci . 2022 Oct; 16:960991. PMID: 36310845
Autism Spectrum Disorder (ASD) is extremely heterogeneous clinically and genetically. There is a pressing need for a better understanding of the heterogeneity of ASD based on scientifically rigorous approaches centered...
5.
Matta J, Dobrino D, Howard S, Yeboah D, Kopel J, El-Manzalawy Y, et al.
Annu Int Conf IEEE Eng Med Biol Soc . 2021 Dec; 2021:2110-2114. PMID: 34891705
Children with Autism Spectrum Disorder (ASD) exhibit a wide diversity in type, number, and severity of social deficits as well as communicative and cognitive difficulties. It is a challenge to...
6.
Lopez D, Mohan B, Boone L, Matta J
Annu Int Conf IEEE Eng Med Biol Soc . 2021 Dec; 2021:1781-1786. PMID: 34891632
Respondent-driven sampling (RDS) is a popular method for surveying hidden populations based on friendships and existing social network connections. In such a survey the underlying hidden network remains largely unknown....
7.
Budzban N, Silverio K, Matta J
Annu Int Conf IEEE Eng Med Biol Soc . 2021 Dec; 2021:1774-1780. PMID: 34891631
This paper presents a method for estimating the overall size of a hidden population using results from a respondent driven sampling (RDS) survey. We use data from the Latino MSM...
8.
Grubb J, Lopez D, Mohan B, Matta J
PLoS One . 2021 Aug; 16(8):e0256601. PMID: 34428228
Networks science techniques are frequently used to provide meaningful insights into the populations underlying medical and social data. This paper examines SATHCAP, a dataset related to HIV and drug use...
9.
Chaplin M, Grubb J, Clifford T, Bruce J, Obafemi-Ajayi T, Matta J
Annu Int Conf IEEE Eng Med Biol Soc . 2020 Oct; 2020:5602-5605. PMID: 33019247
Feature selection provides a useful method for reducing the size of large data sets while maintaining integrity, thereby improving the accuracy of neural networks and other classifiers. However, running multiple...
10.
Kramer J, Boone L, Clifford T, Bruce J, Matta J
IEEE J Biomed Health Inform . 2020 Aug; 24(11):3136-3143. PMID: 32749973
Performing network-based analysis on medical and biological data makes a wide variety of machine learning tools available. Clustering, which can be used for classification, presents opportunities for identifying hard-to-reach groups...