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Machine Learning-Based Prediction of COVID-19 Severity and Progression to Critical Illness Using CT Imaging and Clinical Data.
Purkayastha S, Xiao Y, Jiao Z, Thepumnoeysuk R, Halsey K, Wu J, Tran TML, Hsieh B, Choi JW, Wang D, Vallières M, Wang R, Collins S, Feng X, Feldman M, Zhang PJ, Atalay M, Sebro R, Yang L, Fan Y, Liao WH, Bai HX. Purkayastha S, et al. Among authors: fan y. Korean J Radiol. 2021 Jul;22(7):1213-1224. doi: 10.3348/kjr.2020.1104. Epub 2021 Mar 9. Korean J Radiol. 2021. PMID: 33739635 Free PMC article.
Deep Learning to Distinguish Benign from Malignant Renal Lesions Based on Routine MR Imaging.
Xi IL, Zhao Y, Wang R, Chang M, Purkayastha S, Chang K, Huang RY, Silva AC, Vallières M, Habibollahi P, Fan Y, Zou B, Gade TP, Zhang PJ, Soulen MC, Zhang Z, Bai HX, Stavropoulos SW. Xi IL, et al. Among authors: fan y. Clin Cancer Res. 2020 Apr 15;26(8):1944-1952. doi: 10.1158/1078-0432.CCR-19-0374. Epub 2020 Jan 14. Clin Cancer Res. 2020. PMID: 31937619
Integration of Risk Survival Measures Estimated From Pre- and Posttreatment Computed Tomography Scans Improves Stratification of Patients With Early-Stage Non-small Cell Lung Cancer Treated With Stereotactic Body Radiation Therapy.
Jiao Z, Li H, Xiao Y, Aggarwal C, Galperin-Aizenberg M, Pryma D, Simone CB 2nd, Feigenberg SJ, Kao GD, Fan Y. Jiao Z, et al. Among authors: fan y. Int J Radiat Oncol Biol Phys. 2021 Apr 1;109(5):1647-1656. doi: 10.1016/j.ijrobp.2020.12.014. Epub 2021 Jan 19. Int J Radiat Oncol Biol Phys. 2021. PMID: 33333202 Free PMC article.
Prognostication of patients with COVID-19 using artificial intelligence based on chest x-rays and clinical data: a retrospective study.
Jiao Z, Choi JW, Halsey K, Tran TML, Hsieh B, Wang D, Eweje F, Wang R, Chang K, Wu J, Collins SA, Yi TY, Delworth AT, Liu T, Healey TT, Lu S, Wang J, Feng X, Atalay MK, Yang L, Feldman M, Zhang PJL, Liao WH, Fan Y, Bai HX. Jiao Z, et al. Among authors: fan y. Lancet Digit Health. 2021 May;3(5):e286-e294. doi: 10.1016/S2589-7500(21)00039-X. Epub 2021 Mar 24. Lancet Digit Health. 2021. PMID: 33773969 Free PMC article.
Artificial intelligence for prediction of COVID-19 progression using CT imaging and clinical data.
Wang R, Jiao Z, Yang L, Choi JW, Xiong Z, Halsey K, Tran TML, Pan I, Collins SA, Feng X, Wu J, Chang K, Shi LB, Yang S, Yu QZ, Liu J, Fu FX, Jiang XL, Wang DC, Zhu LP, Yi XP, Healey TT, Zeng QH, Liu T, Hu PF, Huang RY, Li YH, Sebro RA, Zhang PJL, Wang J, Atalay MK, Liao WH, Fan Y, Bai HX. Wang R, et al. Among authors: fan y. Eur Radiol. 2022 Jan;32(1):205-212. doi: 10.1007/s00330-021-08049-8. Epub 2021 Jul 5. Eur Radiol. 2022. PMID: 34223954 Free PMC article.
Integration of Deep Learning Radiomics and Counts of Circulating Tumor Cells Improves Prediction of Outcomes of Early Stage NSCLC Patients Treated With Stereotactic Body Radiation Therapy.
Jiao Z, Li H, Xiao Y, Dorsey J, Simone CB, Feigenberg S, Kao G, Fan Y. Jiao Z, et al. Among authors: fan y. Int J Radiat Oncol Biol Phys. 2022 Mar 15;112(4):1045-1054. doi: 10.1016/j.ijrobp.2021.11.006. Epub 2021 Nov 11. Int J Radiat Oncol Biol Phys. 2022. PMID: 34775000 Free PMC article.
An automated COVID-19 triage pipeline using artificial intelligence based on chest radiographs and clinical data.
Kim CK, Choi JW, Jiao Z, Wang D, Wu J, Yi TY, Halsey KC, Eweje F, Tran TML, Liu C, Wang R, Sollee J, Hsieh C, Chang K, Yang FX, Singh R, Ou JL, Huang RY, Feng C, Feldman MD, Liu T, Gong JS, Lu S, Eickhoff C, Feng X, Kamel I, Sebro R, Atalay MK, Healey T, Fan Y, Liao WH, Wang J, Bai HX. Kim CK, et al. Among authors: fan y. NPJ Digit Med. 2022 Jan 14;5(1):5. doi: 10.1038/s41746-021-00546-w. NPJ Digit Med. 2022. PMID: 35031687 Free PMC article.
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