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An Ensemble of U-Net Models for Kidney Tumor Segmentation With CT Images.
Causey J, Stubblefield J, Qualls J, Fowler J, Cai L, Walker K, Guan Y, Huang X. Causey J, et al. Among authors: guan y. IEEE/ACM Trans Comput Biol Bioinform. 2022 May-Jun;19(3):1387-1392. doi: 10.1109/TCBB.2021.3085608. Epub 2022 Jun 3. IEEE/ACM Trans Comput Biol Bioinform. 2022. PMID: 34061750 Free PMC article.
Spatial Pyramid Pooling With 3D Convolution Improves Lung Cancer Detection.
Causey JL, Li K, Chen X, Dong W, Walker K, Qualls JA, Stubblefield J, Moore JH, Guan Y, Huang X. Causey JL, et al. Among authors: guan y. IEEE/ACM Trans Comput Biol Bioinform. 2022 Mar-Apr;19(2):1165-1172. doi: 10.1109/TCBB.2020.3027744. Epub 2022 Apr 1. IEEE/ACM Trans Comput Biol Bioinform. 2022. PMID: 32991288 Free PMC article.
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.
DNAp: A Pipeline for DNA-seq Data Analysis.
Causey JL, Ashby C, Walker K, Wang ZP, Yang M, Guan Y, Moore JH, Huang X. Causey JL, et al. Among authors: guan y. Sci Rep. 2018 May 1;8(1):6793. doi: 10.1038/s41598-018-25022-6. Sci Rep. 2018. PMID: 29717215 Free PMC article.
Detecting Asymmetric Patterns and Localizing Cancers on Mammograms.
Guan Y, Wang X, Li H, Zhang Z, Chen X, Siddiqui O, Nehring S, Huang X. Guan Y, et al. Patterns (N Y). 2020 Oct 9;1(7):100106. doi: 10.1016/j.patter.2020.100106. Epub 2020 Sep 21. Patterns (N Y). 2020. PMID: 33073255 Free PMC article.
Evaluation of Combined Artificial Intelligence and Radiologist Assessment to Interpret Screening Mammograms.
Schaffter T, Buist DSM, Lee CI, Nikulin Y, Ribli D, Guan Y, Lotter W, Jie Z, Du H, Wang S, Feng J, Feng M, Kim HE, Albiol F, Albiol A, Morrell S, Wojna Z, Ahsen ME, Asif U, Jimeno Yepes A, Yohanandan S, Rabinovici-Cohen S, Yi D, Hoff B, Yu T, Chaibub Neto E, Rubin DL, Lindholm P, Margolies LR, McBride RB, Rothstein JH, Sieh W, Ben-Ari R, Harrer S, Trister A, Friend S, Norman T, Sahiner B, Strand F, Guinney J, Stolovitzky G; and the DM DREAM Consortium; Mackey L, Cahoon J, Shen L, Sohn JH, Trivedi H, Shen Y, Buturovic L, Pereira JC, Cardoso JS, Castro E, Kalleberg KT, Pelka O, Nedjar I, Geras KJ, Nensa F, Goan E, Koitka S, Caballero L, Cox DD, Krishnaswamy P, Pandey G, Friedrich CM, Perrin D, Fookes C, Shi B, Cardoso Negrie G, Kawczynski M, Cho K, Khoo CS, Lo JY, Sorensen AG, Jung H. Schaffter T, et al. Among authors: guan y. JAMA Netw Open. 2020 Mar 2;3(3):e200265. doi: 10.1001/jamanetworkopen.2020.0265. JAMA Netw Open. 2020. PMID: 32119094 Free PMC article.
A Crowdsourcing Approach to Develop Machine Learning Models to Quantify Radiographic Joint Damage in Rheumatoid Arthritis.
Sun D, Nguyen TM, Allaway RJ, Wang J, Chung V, Yu TV, Mason M, Dimitrovsky I, Ericson L, Li H, Guan Y, Israel A, Olar A, Pataki BA, Stolovitzky G, Guinney J, Gulko PS, Frazier MB, Chen JY, Costello JC, Bridges SL Jr; RA2-DREAM Challenge Community. Sun D, et al. Among authors: guan y. JAMA Netw Open. 2022 Aug 1;5(8):e2227423. doi: 10.1001/jamanetworkopen.2022.27423. JAMA Netw Open. 2022. PMID: 36036935 Free PMC article.
Clinical applications of machine learning in cardiovascular disease and its relevance to cardiac imaging.
Al'Aref SJ, Anchouche K, Singh G, Slomka PJ, Kolli KK, Kumar A, Pandey M, Maliakal G, van Rosendael AR, Beecy AN, Berman DS, Leipsic J, Nieman K, Andreini D, Pontone G, Schoepf UJ, Shaw LJ, Chang HJ, Narula J, Bax JJ, Guan Y, Min JK. Al'Aref SJ, et al. Among authors: guan y. Eur Heart J. 2019 Jun 21;40(24):1975-1986. doi: 10.1093/eurheartj/ehy404. Eur Heart J. 2019. PMID: 30060039 Review.
8,221 results