Ravi Goyal • UCSD Profiles (original) (raw)

1. Machine learning and probabilistic approaches for forecasting infectious disease transmission and cases. Int J Infect Dis. 2026 Mar 30; 167:108674. Hossain MS, Goyal R, Martin NK, DeGruttola V, Ahammed T, McMahan C, Rennert L. PMID: 41921899.
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2. A village health worker intervention to reduce cardiovascular disease risk in remote areas of armed conflict in Myanmar-results from a feasibility study in three villages. Confl Health. 2026 Mar 15; 20(1). Ramachandran A, Thwe SM, Win CZ, Htet NL, Myint SK, Mon Myint NE, Zaw NT, Goyal R, Win ZM, Phyo Aung ZY, Traill T, Richards AK, Parmar P. PMID: 41834041; PMCID: PMC13104435.
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3. Unpacking sources of transmission in HIV prevention trials with deep-sequence pathogen data. Nat Commun. 2026 Mar 14; 17(1). Magosi LE, Tchetgen ET, Novitsky V, Pretorius Holme M, Moore J, Bachanas P, Lebelonyane R, Fraser C, Moyo S, Hurwitz KE, Gaolathe T, Goyal R, Makhema J, Lockman S, Essex M, De Gruttola V, Lipsitch M. PMID: 41832151; PMCID: PMC13128811.
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4. Assessing the sensitivity and predictive value of wastewater in detection of Hepatitis A cases in San Diego County. PLoS One. 2026; 21(2):e0342229. Ramesh A, Goyal R, Stous S, Thomas HR, Shah S, Aronoff-Spencer E, Beatty ME, Martin NK. PMID: 41706668; PMCID: PMC12915944.
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   Translation:HumansCellsPHPublic Health
5. Latent class analysis of substance use behaviors and associations of class membership with gender affirmation, social determinants of health, and HIV-status among transfeminine adults in the Eastern and Southern United States. J Stud Alcohol Drugs. 2026 Jan 14. Andrzejewski J, Corliss HL, Pines HA, Goyal R, Pitpitan E, Skaathun B, Wirtz AL, Reisner SL, American Cohort to Study HIV Acquisition among Transgender Women (LITE) Study Group. PMID: 41532688.
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6. Longitudinal Metabolic Trajectories in Diabetes Prevention Program Participants Reveal Subgroups With Varying Micro- and Macrovascular Complication Risks. Diabetes Care. 2025 Oct 01; 48(10):1704-1712. Kobayashi E, Linden-Santangeli NJ, Chan N, Toomey CB, Mudaliar S, Temprosa M, Edelstein S, Goyal R, Rangamani P, Majithia AR, Diabetes Prevention Program Research Group . PMID: 40857122; PMCID: PMC12451836.
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   Translation:Humans
7. Medical gender affirmation appears protective against problematic substance use among transgender women and transfeminine adults: Findings from The LITE Study. Drug Alcohol Depend. 2025 Aug 22; 276:112852. Andrzejewski J, Corliss HL, Pines HA, Goyal R, Pitpitan EV, Skaathun B, Wirtz AL, Reisner SL, American Cohort to Study HIV Acquisition among Transgender Women (LITE) Study Group. PMID: 40911999; PMCID: PMC12450586.
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8. Predictive Models to Identify Individuals With HIV at Risk of Unsuppressed Viral Load Using Routine Public Health Data. J Acquir Immune Defic Syndr. 2025 Aug 01; 99(4):325-333. Goyal R, Honerkamp-Smith G, Wells A, Little SJ, Martin TCS. PMID: 40179120; PMCID: PMC12187155.
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   Translation:HumansPHPublic Health
9. Individual- and Neighborhood-Level Predictors of HIV Care Continuum Progression: Clark County, Nevada. Open Forum Infect Dis. 2025 Aug; 12(8):ofaf409. Goyal R, Wells A, Burris V, Stachnik A, Tang P, Collins L, Mehta SR, Dufresne J, Little SJ. PMID: 40838258; PMCID: PMC12363390.
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10. Phylogeographic and genetic network assessment of COVID-19 mitigation protocols on SARS-CoV-2 transmission in university campus residences. EBioMedicine. 2025 Jun; 116:105729. Wertheim JO, Vasylyeva TI, Wood RJ, Cantrell K, Contreras SP, Feldheim A, Goyal R, Havens JL, Knight R, Laurent LC, Moshiri N, Neuhard R, Sathe S, Satterlund A, Scioscia A, Song AY, SEARCH Alliance, Schooley RT, Anderson CM, Martin NK. PMID: 40347833; PMCID: PMC12139431.
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    Translation:HumansCells
11. A Review of Network Models for HIV Spread. J Acquir Immune Defic Syndr. 2025 Apr 01; 98(4):309-320. Mattie H, Goyal R, De Gruttola V, Onnela JP. PMID: 39627927; PMCID: PMC12574957.
    View in: PubMed Mentions: 1 Fields:
    Translation:Humans
12. A flexible framework for local-level estimation of the effective reproductive number in geographic regions with sparse data. BMC Med Res Methodol. 2025 Mar 18; 25(1):73. Hossain MS, Goyal R, Martin NK, DeGruttola V, Chowdhury MM, McMahan C, Rennert L. PMID: 40102783; PMCID: PMC11917005.
    View in: PubMed Mentions: 2 Fields:
    Translation:HumansCellsPHPublic Health
13. Plasma Lipid Metabolites, Clinical Glycemic Predictors, and Incident Type 2 Diabetes. Diabetes Care. 2025 Mar 01; 48(3):473-480. Begzati A, Godinez-Macias KP, Long T, Watrous JD, Moranchel R, Kantz ED, Tuomilehto J, Havulinna AS, Niiranen TJ, Jousilahti P, Salomaa V, Yu B, Norby F, Rebholz CM, Selvin E, Winzeler EA, Cheng S, Alotaibi M, Goyal R, Ideker T, Jain M, Majithia AR. PMID: 39761415; PMCID: PMC11870283.
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    Translation:Humans
14. Transforming the Health Research Workforce in Mozambique: Achievements of the Mozambique Institute for Health Education and Research (MIHER) over a 13‑Year Journey. Ann Glob Health. 2024; 90(1):78. Noormahomed EV, Noormahomed S, Cossa M, Joyce N, Miambo RD, Sousa IM, Nhacupe N, Mussá T, Sacarlal J, Gouveia L, Ferrão LJ, Carrilho C, Ismail M, Smith D, Martin NK, Goyal R, Barrett KE, Afonso SS, Mandane A, Saíde A, Vintuar P, Singo B, Aleixo B, Injage L, Winzeler EA, Correia-de-Sá P, Martins MDRO, Ferrinho P, Patel S, Mocumbi AO, Bickler SW, Benson CA, Badaró R, Schooley RT. PMID: 39678200; PMCID: PMC11639690.
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    Translation:HumansPHPublic Health
15. Analyzing quality of life among people with opioid use disorder from the National Institute on Drug Abuse Data Share initiative: implications for decision making. Qual Life Res. 2024 Oct; 33(10):2783-2796. Patton T, Boehnke JR, Goyal R, Manca A, Marienfeld C, Martin NK, Nosyk B, Borquez A. PMID: 39115618; PMCID: PMC11452457.
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    Translation:Humans
16. Under threat: the International AIDS Society-Lancet Commission on Health and Human Rights. Lancet. 2024 04 06; 403(10434):1374-1418. Beyrer C, Kamarulzaman A, Isbell M, Amon J, Baral S, Bassett MT, Cepeda J, Deacon H, Dean L, Fan L, Giacaman R, Gomes C, Gruskin S, Goyal R, Mon SHH, Jabbour S, Kazatchkine M, Kasoka K, Lyons C, Maleche A, Martin N, McKee M, Paiva V, Platt L, Puras D, Schooley R, Smoger G, Stackpool-Moore L, Vickerman P, Walker JG, Rubenstein L. PMID: 38522449.
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    Translation:Humans
17. The health equity implications of the Health Resources and Services Administration's Ryan White HIV/AIDS Program. AIDS. 2024 06 01; 38(7):1025-1032. Goyal R, Hotchkiss J, Gilman B, Klein PW, Mills RJ, Starling J, Martin NK, Patton T, Cohen SM, Cheever L. PMID: 38691049; PMCID: PMC11063458.
    View in: PubMed Mentions: 4 Fields:
    Translation:Humans
18. Rapidly adapted community health strategies to prevent treatment interruption and improve COVID-19 detection for Syrian refugees and the host population with hypertension and diabetes in Jordan. Int Health. 2023 11 03; 15(6):664-675. Ratnayake R, Rawashdeh F, AbuAlRub R, Al-Ali N, Fawad M, Bani Hani M, Zoubi S, Goyal R, Al-Amire K, Mahmoud R, AlMaaitah R, Parmar PK. PMID: 36576492; PMCID: PMC10629964.
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    Translation:HumansPHPublic Health
19. Leveraging social networks for identification of people with HIV who are virally unsuppressed. AIDS. 2024 02 01; 38(2):245-254. Cummins B, Johnson K, Schneider JA, Del Vecchio N, Moshiri N, Wertheim JO, Goyal R, Skaathun B. PMID: 37890471; PMCID: PMC10843229.
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    Translation:HumansPHPublic Health
20. Framework for converting mechanistic network models to probabilistic models. J Complex Netw. 2023 Oct; 11(5):cnad034. Goyal R, De Gruttola V, Onnela JP. PMID: 37873517; PMCID: PMC10588735.
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21. Modeling homophily in dynamic networks with application to HIV molecular surveillance. BMC Infect Dis. 2023 Oct 04; 23(1):656. DeGruttola V, Nakazawa M, Lin T, Liu J, Goyal R, Little S, Tu X, Mehta S. PMID: 37794364; PMCID: PMC10548762.
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    Translation:Humans
22. Identification of system-level features in HIV migration within a host. PLoS One. 2023; 18(9):e0291367. Goyal R, De Gruttola V, Gianella S, Caballero G, Porrachia M, Ignacio C, Woodworth B, Smith DM, Chaillon A. PMID: 37751407; PMCID: PMC10521982.
    View in: PubMed Mentions: 4 Fields:
    Translation:Humans
23. Estimating contact network properties by integrating multiple data sources associated with infectious diseases. Stat Med. 2023 09 10; 42(20):3593-3615. Goyal R, Carnegie N, Slipher S, Turk P, Little SJ, De Gruttola V. PMID: 37392149; PMCID: PMC10825904.
    View in: PubMed Mentions: 2 Fields:
    Translation:HumansCells
24. Assessing the reliability of the CD4 depletion model in the presence of Ending the HIV Epidemic initiatives. AIDS. 2023 08 01; 37(10):1617-1624. Tang ME, Goyal R, Anderson CM, Mehta SR, Little SJ. PMID: 37260256; PMCID: PMC10524824.
    View in: PubMed Mentions: 2 Fields:
    Translation:HumansPHPublic Health
25. Leveraging Contact Network Information in Clustered Randomized Studies of Contagion Processes. Obs Stud. 2023; 9(2):157-175. Wang MH, Staples P, Prague M, Goyal R, DeGruttola V, Onnela JP. PMID: 37325081; PMCID: PMC10270696.
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26. A General Computational Approach for Counting Labeled Graphs. Algorithms. 2022. Ravi Goyal Victor De Gruttola. .
27. Defining Key Performance Indicators for the California COVID-19 Exposure Notification System (CA Notify). Public Health Rep. 2022 Nov-Dec; 137(2_suppl):67S-75S. Aronoff-Spencer E, Nebeker C, Wenzel AT, Nguyen K, Kunowski R, Zhu M, Adamos G, Goyal R, Mazrouee S, Reyes A, May N, Howard H, Longhurst CA, Malekinejad M. PMID: 36314660; PMCID: PMC9678789.
    View in: PubMed Mentions: 4 Fields:
    Translation:HumansCellsPHPublic Health
28. Network methods and design of randomized trials: Application to investigation of COVID-19 vaccination boosters. Clin Trials. 2022 08; 19(4):363-374. DeGruttola V, Goyal R, Martin NK, Wang R. PMID: 35894099; PMCID: PMC9378506.
    View in: PubMed Mentions: 1 Fields:
    Translation:HumansCellsPHPublic Health
29. Evaluation of Severe Acute Respiratory Syndrome Coronavirus 2 Transmission Mitigation Strategies on a University Campus Using an Agent-Based Network Model. Clin Infect Dis. 2021 11 02; 73(9):1735-1741. Goyal R, Hotchkiss J, Schooley RT, De Gruttola V, Martin NK. PMID: 33462589; PMCID: PMC7929036.
    View in: PubMed Mentions: 21 Fields:
    Translation:HumansCellsPHPublic Health
30. Discussion of article by Ellenberg and Morris. Stat Med. 2021 05 20; 40(11):2511-2512. De Gruttola V, Goyal R, Martin NK. PMID: 33963584.
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31. Differences in Head Impact Exposures Between Youth Tackle and Flag Football Games and Practices: Potential Implications for Prevention Strategies. The American Journal of Sports Medicine. 2021; 49(8):2218-2226. Kelly Sarmiento Dana Waltzman Owen Devine Xinjian Zhang Lara DePadilla Marcie-Jo Kresnow Kelley Borradaile Andrew Hurwitz David Jones Ravi Goyal Matthew J. Breiding. .
32. Investigation of patient-sharing networks using a Bayesian network model selection approach for congruence class models. Stat Med. 2021 06 15; 40(13):3167-3180. Goyal R, De Gruttola V. PMID: 33811360; PMCID: PMC8207989.
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33. Adaptation of a community health volunteer strategy for the management of hypertension and diabetes and detection of COVID-19 disease: a progamme for Syrian refugees in northern Jordan. The Lancet Global Health. 2021; 9(S14). Ruwan Ratnayake Fatma Rawashdeh Mohammad Bani Hani Saleem Zoubi Muhammad Fawad Raeda AbuAlRub Nahla Al-Ali Ravi Goyal Khaldoun Al-Amire Rowaida AlMaaitah Parveen Parmar. .
34. Head Impact Exposures Among Youth Tackle and Flag American Football Athletes. Sports Health. 2021 Sep-Oct; 13(5):454-462. Waltzman D, Sarmiento K, Devine O, Zhang X, DePadilla L, Kresnow MJ, Borradaile K, Hurwitz A, Jones D, Goyal R, Breiding MJ. PMID: 33618557; PMCID: PMC8404728.
    View in: PubMed Mentions: 10 Fields:
    Translation:Humans
35. Development of a Mathematical Model to Estimate the Cost-Effectiveness of HRSA's Ryan White HIV/AIDS Program. J Acquir Immune Defic Syndr. 2021 02 01; 86(2):164-173. Goyal R, Hu C, Klein PW, Hotchkiss J, Morris E, Mandsager P, Cohen SM, Luca D, Gao J, Jones A, Addison W, O'Brien-Strain M, Cheever LW, Gilman B. PMID: 33109934.
    View in: PubMed Mentions: 5 Fields:
    Translation:Humans
36. Cost-Effectiveness of HRSA's Ryan White HIV/AIDS Program? J Acquir Immune Defic Syndr. 2021 02 01; 86(2):174-181. Goyal R, Luca D, Klein PW, Morris E, Mandsager P, Cohen SM, Hu C, Hotchkiss J, Gao J, Jones A, Addison W, O'Brien-Strain M, Cheever LW, Gilman B. PMID: 33093330.
    View in: PubMed Mentions: 6 Fields:
    Translation:Humans
37. Dynamic Network Prediction. Network Science. 2020; 8(4):574-595. Ravi Goyal Victor De Gruttola. .
38. Access to Care and Prevalence of Hypertension and Diabetes Among Syrian Refugees in Northern Jordan. JAMA Netw Open. 2020 10 01; 3(10):e2021678. Ratnayake R, Rawashdeh F, AbuAlRub R, Al-Ali N, Fawad M, Bani Hani M, Goyal R, Greenough PG, Al-Amire K, AlMaaitah R, Parmar P. PMID: 33052405; PMCID: PMC7557515.
    View in: PubMed Mentions: 17 Fields:
    Translation:Humans
39. Inference on network statistics by restricting to the network space: applications to sexual history data. Stat Med. 2018 Jan 30; 37(2):218-235. Goyal R, De Gruttola V. PMID: 28745004; PMCID: PMC6151357.
    View in: PubMed Mentions: 3 Fields:
    Translation:Humans
40. Sampling dynamic networks with application to investigation of HIV epidemic drivers. Math Biosci. 2015 Sep; 267:124-33. Goyal R, De Gruttola V. PMID: 26200019; PMCID: PMC4652658.
    View in: PubMed Mentions: 2 Fields:
    Translation:HumansPHPublic Health
41. Health and human rights in eastern Myanmar after the political transition: a population-based assessment using multistaged household cluster sampling. PLoS One. 2015; 10(5):e0121212. Parmar PK, Barina CC, Low S, Tun KT, Otterness C, Mhote PP, Htoo SN, Kyaw SW, Lwin NA, Maung C, Moo NM, Oo EK, Reh D, Mon NC, Singh N, Goyal R, Richards AK. PMID: 25970445; PMCID: PMC4430217.
    View in: PubMed Mentions: 16 Fields:
    Translation:Humans
42. Sample size considerations in the design of cluster randomized trials of combination HIV prevention. Clin Trials. 2014 06; 11(3):309-318. Wang R, Goyal R, Lei Q, Essex M, De Gruttola V. PMID: 24651566; PMCID: PMC4169770.
    View in: PubMed Mentions: 22 Fields:
    Translation:Humans
43. Need for a gender-sensitive human security framework: results of a quantitative study of human security and sexual violence in Djohong District, Cameroon. Confl Health. 2014; 8:6. Parmar PK, Agrawal P, Goyal R, Scott J, Greenough PG. PMID: 24829613; PMCID: PMC4019897.
    View in: PubMed Mentions: 2
44. Sampling Networks from Their Posterior Predictive Distribution. Netw Sci (Camb Univ Press). 2014 Apr 01; 2(1):107-131. Goyal R, De Gruttola V, Blitzstein J. PMID: 25339990; PMCID: PMC4203686.
    View in: PubMed Mentions: 13
45. Sexual violence among host and refugee population in Djohong District, Eastern Cameroon. Glob Public Health. 2012; 7(9):974-94. Parmar P, Agrawal P, Greenough PG, Goyal R, Kayden S. PMID: 22621466.
    View in: PubMed Mentions: 15 Fields:
    Translation:Humans
46. Editorial commentary: network epidemic models: assumptions and interpretations. Clin Infect Dis. 2012 Jul; 55(2):276-8. Goyal R, Wang R, DeGruttola V. PMID: 22491502; PMCID: PMC3403840.
    View in: PubMed Mentions: 3 Fields:
    Translation:HumansCells

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