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Evaluation of crowdsourced mortality prediction models as a framework for assessing artificial intelligence in medicine.
Bergquist T, Schaffter T, Yan Y, Yu T, Prosser J, Gao J, Chen G, Charzewski Ł, Nawalany Z, Brugere I, Retkute R, Prusokas A, Prusokas A, Choi Y, Lee S, Choe J, Lee I, Kim S, Kang J, Mooney SD, Guinney J; Patient Mortality Prediction DREAM Challenge Consortium. Bergquist T, et al. Among authors: yan y. J Am Med Inform Assoc. 2023 Dec 22;31(1):35-44. doi: 10.1093/jamia/ocad159. J Am Med Inform Assoc. 2023. PMID: 37604111
A Continuously Benchmarked and Crowdsourced Challenge for Rapid Development and Evaluation of Models to Predict COVID-19 Diagnosis and Hospitalization.
Yan Y, Schaffter T, Bergquist T, Yu T, Prosser J, Aydin Z, Jabeer A, Brugere I, Gao J, Chen G, Causey J, Yao Y, Bryson K, Long DR, Jarvik JG, Lee CI, Wilcox A, Guinney J, Mooney S; DREAM Challenge Consortium. Yan Y, et al. JAMA Netw Open. 2021 Oct 1;4(10):e2124946. doi: 10.1001/jamanetworkopen.2021.24946. JAMA Netw Open. 2021. PMID: 34633425 Free PMC article.
The National COVID Cohort Collaborative (N3C): Rationale, design, infrastructure, and deployment.
Haendel MA, Chute CG, Bennett TD, Eichmann DA, Guinney J, Kibbe WA, Payne PRO, Pfaff ER, Robinson PN, Saltz JH, Spratt H, Suver C, Wilbanks J, Wilcox AB, Williams AE, Wu C, Blacketer C, Bradford RL, Cimino JJ, Clark M, Colmenares EW, Francis PA, Gabriel D, Graves A, Hemadri R, Hong SS, Hripscak G, Jiao D, Klann JG, Kostka K, Lee AM, Lehmann HP, Lingrey L, Miller RT, Morris M, Murphy SN, Natarajan K, Palchuk MB, Sheikh U, Solbrig H, Visweswaran S, Walden A, Walters KM, Weber GM, Zhang XT, Zhu RL, Amor B, Girvin AT, Manna A, Qureshi N, Kurilla MG, Michael SG, Portilla LM, Rutter JL, Austin CP, Gersing KR; N3C Consortium. Haendel MA, et al. J Am Med Inform Assoc. 2021 Mar 1;28(3):427-443. doi: 10.1093/jamia/ocaa196. J Am Med Inform Assoc. 2021. PMID: 32805036 Free PMC article.
Clinical Characterization and Prediction of Clinical Severity of SARS-CoV-2 Infection Among US Adults Using Data From the US National COVID Cohort Collaborative.
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. Bennett TD, et al. JAMA Netw Open. 2021 Jul 1;4(7):e2116901. doi: 10.1001/jamanetworkopen.2021.16901. JAMA Netw Open. 2021. PMID: 34255046 Free PMC article.
Factors associated with antiretroviral treatment adherence among people living with HIV in Guangdong Province, China: a cross sectional analysis.
Liu J, Yan Y, Li Y, Lin K, Xie Y, Tan Z, Liu Q, Li J, Wang L, Zhou Y, Yao G, Huang S, Ye C, Cen M, Liao X, Xu L, Zhang C, Yan Y, Huang L, Yang F, Yang Y, Fu X, Jiang H. Liu J, et al. Among authors: yan y. BMC Public Health. 2024 May 20;24(1):1358. doi: 10.1186/s12889-024-18774-6. BMC Public Health. 2024. PMID: 38769474
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