The Intersections of COVID-19, HIV, and Race/Ethnicity: Machine Learning Methods to Identify and Model Risk Factors for Severe COVID-19 in a Large U.S. National Dataset-Reference-Cited by-同舟云学术

The Intersections of COVID-19, HIV, and Race/Ethnicity: Machine Learning Methods to Identify and Model Risk Factors for Severe COVID-19 in a Large U.S. National Dataset

Published:2024-02-07 Issue: Volume: Page:
ISSN:1090-7165
Container-title:AIDS and Behavior
language:en
Short-container-title:AIDS Behav

Author:

Kunz Miranda,Rott Kollin W.,Hurwitz Eric,Kunisaki Ken,Sun Jing,Wilkins Kenneth J.,Islam Jessica Y.,Patel Rena,Safo Sandra E.^ORCID, ,Wilcox Adam B.,Lee Adam M.,Graves Alexis,Anzalone Alfred,Manna Amin,Saha Amit,Olex Amy,Zhou Andrea,Williams Andrew E.,Southerland Andrew,Girvin Andrew T.,Walden Anita,Sharathkumar Anjali A.,Amor Benjamin,Bates Benjamin,Hendricks Brian,Patel Brijesh,Alexander Caleb,Bramante Carolyn,Ward-Caviness Cavin,Madlock-Brown Charisse,Suver Christine,Chute Christopher,Dillon Christopher,Wu Chunlei,Schmitt Clare,Takemoto Cliff,Housman Dan,Gabriel Davera,Eichmann David A.,Mazzotti Diego,Brown Don,Boudreau Eilis,Hill Elaine,Zampino Elizabeth,Marti Emily Carlson,Pfaff Emily R.,French Evan,Koraishy Farrukh M.,Mariona Federico,Prior Fred,Sokos George,Martin Greg,Lehmann Harold,Spratt Heidi,Mehta Hemalkumar,Liu Hongfang,Sidky Hythem,Hayanga J. W. Awori,Pincavitch Jami,Clark Jaylyn,Harper Jeremy Richard,Islam Jessica,Ge Jin,Gagnier Joel,Saltz Joel H.,Saltz Joel,Loomba Johanna,Buse John,Mathew Jomol,Rutter Joni L.,McMurry Julie A.,Guinney Justin,Starren Justin,Crowley Karen,Bradwell Katie Rebecca,Walters Kellie M.,Wilkins Ken,Gersing Kenneth R.,Cato Kenrick Dwain,Murray Kimberly,Kostka Kristin,Northington Lavance,Pyles Lee Allan,Misquitta Leonie,Cottrell Lesley,Portilla Lili,Deacy Mariam,Bissell Mark M.,Clark Marshall,Emmett Mary,Saltz Mary Morrison,Palchuk Matvey B.,Haendel Melissa A.,Adams Meredith,Temple-O’Connor Meredith,Kurilla Michael G.,Morris Michele,Qureshi Nabeel,Safdar Nasia,Garbarini Nicole,Sharafeldin Noha,Sadan Ofer,Francis Patricia A.,Burgoon Penny Wung,Robinson Peter,Payne Philip R. O.,Fuentes Rafael,Jawa Randeep,Erwin-Cohen Rebecca,Moffitt Richard A.,Zhu Richard L.,Kamaleswaran Rishi,Hurley Robert,Miller Robert T.,Pyarajan Saiju,Michael Sam G.,Bozzette Samuel,Mallipattu Sandeep,Vedula Satyanarayana,Chapman Scott,O’Neil Shawn T.,Setoguchi Soko,Hong Stephanie S.,Johnson Steve,Bennett Tellen D.,Callahan Tiffany,Topaloglu Umit,Sheikh Usman,Gordon Valery,Subbian Vignesh,Kibbe Warren A.,Hernandez Wenndy,Beasley Will,Cooper Will,Hillegass William,Zhang Xiaohan Tanner

Funder

NIH

Publisher

Springer Science and Business Media LLC

Link

https://link.springer.com/content/pdf/10.1007/s10461-024-04266-6.pdf

Reference47 articles.

1. Bennett TD, Moffitt RA, Hajagos JG, Amor B, Anand A, Bissell MM, Bradwell KR, Bremer C, Byrd JB, Denham A, DeWitt PE, Gabriel D, Garibaldi BT, Girvin AT, Guinney J, Hill EL, Hong SS, Jimenez H, Kavuluru R, Kostka K, Lehmann HP, Levitt E, Mallipattu SK, Manna A, McMurry JA, Morris M, Muschelli J, Neumann AJ, Palchuk MB, Pfaff ER, Qian Z, Qureshi N, Russell S, Spratt H, Walden A, Williams AE, Wooldridge JT, Yoo YJ, Zhang XT, Zhu RL, Austin CP, Saltz JH, Gersing KR, Haendel MA, Chute CG, National COVID Cohort Collaborative (N3C) Consortium. Clinical characterization and prediction of clinical severity of SARS-CoV-2 infection among US adults using data from the US National COVID Cohort Collaborative 2021. JAMA Netw Open. 2021;4(7):e2116901. https://doi.org/10.1001/jamanetworkopen.2021.16901.

2. Dorjee K, Kim H, Bonomo E, Dolma R. Prevalence and predictors of death and severe disease in subjects hospitalized due to COVID-19: a comprehensive systematic review and meta-analysis of 77 studies and 38,000 subjects. PLoS ONE. 2020;15(12):e0243191. https://doi.org/10.1371/journal.pone.0243191.

3. Gallo Marin B, Aghagoli G, Lavine K, Yang L, Siff EJ, Chiang SS, Salazar-Mather TP, Dumenco L, Savaria MC, Aung SN, Flanigan T, Michelow IC. Predictors of COVID-19 severity: a literature review. Rev Med Virol. 2021;31(1):1–10. https://doi.org/10.1002/rmv.2146.

4. Gao YD, Ding M, Dong X, Zhang JJ, Kursat Azkur A, Azkur D, Gan H, Sun YL, Fu W, Li W, Liang HL, Cao YY, Yan Q, Cao C, Gao HY, Brüggen MC, van de Veen W, Sokolowska M, Akdis M, Akdis CA. Risk factors for severe and critically ill COVID-19 subjects: a review. Allergy. 2021;76(2):428–55. https://doi.org/10.1111/all.14657.

5. Zhou Y, Yang Q, Chi J, Dong B, Lv W, Shen L, Wang Y. Comorbidities and the risk of severe or fatal outcomes associated with coronavirus disease 2019: a systematic review and meta-analysis. Int J Infect Dis. 2020;99:47–56. https://doi.org/10.1016/j.ijid.2020.07.029.

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