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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. Among authors: gao j. JAMA Netw Open. 2021 Oct 1;4(10):e2124946. doi: 10.1001/jamanetworkopen.2021.24946. JAMA Netw Open. 2021. PMID: 34633425 Free PMC article.
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: gao j. 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 framework for future national pediatric pandemic respiratory disease severity triage: The HHS pediatric COVID-19 data challenge.
Bergquist T, Wax M, Bennett TD, Moffitt RA, Gao J, Chen G, Telenti A, Maher MC, Bartha I, Walker L, Orwoll BE, Mishra M, Alamgir J, Cragin BL, Ferguson CH, Wong HH, Deslattes Mays A, Misquitta L, DeMarco KA, Sciarretta KL, Patel SA. Bergquist T, et al. Among authors: gao j. J Clin Transl Sci. 2023 Jul 10;7(1):e175. doi: 10.1017/cts.2023.549. eCollection 2023. J Clin Transl Sci. 2023. PMID: 37745933 Free PMC article.
Microbiome Preterm Birth DREAM Challenge: Crowdsourcing Machine Learning Approaches to Advance Preterm Birth Research.
Golob JL, Oskotsky TT, Tang AS, Roldan A, Chung V, Ha CWY, Wong RJ, Flynn KJ, Parraga-Leo A, Wibrand C, Minot SS, Andreoletti G, Kosti I, Bletz J, Nelson A, Gao J, Wei Z, Chen G, Tang ZZ, Novielli P, Romano D, Pantaleo E, Amoroso N, Monaco A, Vacca M, De Angelis M, Bellotti R, Tangaro S, Kuntzleman A, Bigcraft I, Techtmann S, Bae D, Kim E, Jeon J, Joe S; Preterm Birth DREAM Community; Theis KR, Ng S, Lee Li YS, Diaz-Gimeno P, Bennett PR, MacIntyre DA, Stolovitzky G, Lynch SV, Albrecht J, Gomez-Lopez N, Romero R, Stevenson DK, Aghaeepour N, Tarca AL, Costello JC, Sirota M. Golob JL, et al. Among authors: gao j. medRxiv [Preprint]. 2023 Apr 11:2023.03.07.23286920. doi: 10.1101/2023.03.07.23286920. medRxiv. 2023. PMID: 36945505 Free PMC article. Updated. Preprint.
Microbiome preterm birth DREAM challenge: Crowdsourcing machine learning approaches to advance preterm birth research.
Golob JL, Oskotsky TT, Tang AS, Roldan A, Chung V, Ha CWY, Wong RJ, Flynn KJ, Parraga-Leo A, Wibrand C, Minot SS, Oskotsky B, Andreoletti G, Kosti I, Bletz J, Nelson A, Gao J, Wei Z, Chen G, Tang ZZ, Novielli P, Romano D, Pantaleo E, Amoroso N, Monaco A, Vacca M, De Angelis M, Bellotti R, Tangaro S, Kuntzleman A, Bigcraft I, Techtmann S, Bae D, Kim E, Jeon J, Joe S; Preterm Birth DREAM Community; Theis KR, Ng S, Lee YS, Diaz-Gimeno P, Bennett PR, MacIntyre DA, Stolovitzky G, Lynch SV, Albrecht J, Gomez-Lopez N, Romero R, Stevenson DK, Aghaeepour N, Tarca AL, Costello JC, Sirota M. Golob JL, et al. Among authors: gao j. Cell Rep Med. 2024 Jan 16;5(1):101350. doi: 10.1016/j.xcrm.2023.101350. Epub 2023 Dec 21. Cell Rep Med. 2024. PMID: 38134931 Free PMC article.
A randomized, double-blind, placebo-controlled phase I clinical trial of rotavirus inactivated vaccine (Vero cell) in a healthy adult population aged 18-49 years to assess safety and preliminary observation of immunogenicity.
Wu JY, Zhang W, Pu J, Liu Y, Huang LL, Zhou Y, Gao JM, Tan JB, Liu XL, Yang J, Lin XC, Feng GW, Yin N, Chen R, Hu XQ, Yi S, Ye J, Kuang XJ, Wang Y, Zhang GM, Sun MS, Wang YX, Hu ZY, Yang JS, Li HJ. Wu JY, et al. Among authors: gao jm. Vaccine. 2024 May 24:S0264-410X(24)00559-0. doi: 10.1016/j.vaccine.2024.05.014. Online ahead of print. Vaccine. 2024. PMID: 38796326
Oral Psoriasis Therapies.
James J, Otto T, Gao J, Porter ML. James J, et al. Among authors: gao j. Dermatol Clin. 2024 Jul;42(3):357-363. doi: 10.1016/j.det.2024.02.013. Epub 2024 Apr 4. Dermatol Clin. 2024. PMID: 38796267 Review.
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