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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: collins s. 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.
Left Atrial Appendage Morphology and Embolic Stroke of Undetermined Source: A Cross-Sectional Multicenter Pilot Study.
Yaghi S, Chang AD, Hung P, Mac Grory B, Collins S, Gupta A, Reynolds J, Finn CB, Hemendinger M, Cutting SM, McTaggart RA, Jayaraman M, Leasure A, Sansing L, Panda N, Song C, Chu A, Merkler A, Gialdini G, Sheth KN, Kamel H, Elkind MSV, Greer D, Furie K, Atalay M. Yaghi S, et al. Among authors: collins s. J Stroke Cerebrovasc Dis. 2018 Jun;27(6):1497-1501. doi: 10.1016/j.jstrokecerebrovasdis.2017.12.036. Epub 2018 Feb 3. J Stroke Cerebrovasc Dis. 2018. PMID: 29398537
The left atrial appendage morphology is associated with embolic stroke subtypes using a simple classification system: A proof of concept study.
Yaghi S, Chang AD, Akiki R, Collins S, Novack T, Hemendinger M, Schomer A, Grory BM, Cutting S, Burton T, Song C, Poppas A, McTaggart R, Jayaraman M, Merkler A, Kamel H, Elkind MSV, Furie K, Atalay MK. Yaghi S, et al. Among authors: collins s. J Cardiovasc Comput Tomogr. 2020 Jan-Feb;14(1):27-33. doi: 10.1016/j.jcct.2019.04.005. Epub 2019 Apr 16. J Cardiovasc Comput Tomogr. 2020. PMID: 31023631
Facial De-identification of Head CT Scans.
Collins SA, Wu J, Bai HX. Collins SA, et al. Radiology. 2020 Jul;296(1):22. doi: 10.1148/radiol.2020192617. Epub 2020 Apr 7. Radiology. 2020. PMID: 32255419 Review.
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: collins sa. 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: collins sa. 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.
4,412 results