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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: feng x. 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.
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: feng x. 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.
Deep learning-based automatic tumor burden assessment of pediatric high-grade gliomas, medulloblastomas, and other leptomeningeal seeding tumors.
Peng J, Kim DD, Patel JB, Zeng X, Huang J, Chang K, Xun X, Zhang C, Sollee J, Wu J, Dalal DJ, Feng X, Zhou H, Zhu C, Zou B, Jin K, Wen PY, Boxerman JL, Warren KE, Poussaint TY, States LJ, Kalpathy-Cramer J, Yang L, Huang RY, Bai HX. Peng J, et al. Among authors: feng x. Neuro Oncol. 2022 Feb 1;24(2):289-299. doi: 10.1093/neuonc/noab151. Neuro Oncol. 2022. PMID: 34174070 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: feng x. 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.
Corrigendum to: Deep learning-based automatic tumor burden assessment of pediatric high-grade gliomas, medulloblastomas, and other leptomeningeal seeding tumors.
Peng J, Kim DD, Patel JB, Zeng X, Huang J, Chang K, Xun X, Zhang C, Sollee J, Wu J, Dalal DJ, Feng X, Zhou H, Zhu C, Zou B, Jin K, Wen PY, Boxerman JL, Warren KE, Poussaint TY, States LJ, Kalpathy-Cramer J, Yang L, Huang RY, Bai HX. Peng J, et al. Among authors: feng x. Neuro Oncol. 2021 Dec 1;23(12):2124. doi: 10.1093/neuonc/noab226. Neuro Oncol. 2021. PMID: 34551090 Free PMC article. No abstract available.
Head and neck tumor segmentation in PET/CT: The HECKTOR challenge.
Oreiller V, Andrearczyk V, Jreige M, Boughdad S, Elhalawani H, Castelli J, Vallières M, Zhu S, Xie J, Peng Y, Iantsen A, Hatt M, Yuan Y, Ma J, Yang X, Rao C, Pai S, Ghimire K, Feng X, Naser MA, Fuller CD, Yousefirizi F, Rahmim A, Chen H, Wang L, Prior JO, Depeursinge A. Oreiller V, et al. Among authors: feng x. Med Image Anal. 2022 Apr;77:102336. doi: 10.1016/j.media.2021.102336. Epub 2021 Dec 25. Med Image Anal. 2022. PMID: 35016077 Free 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: feng x, feng c. 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.
Brain Tumor Segmentation for Multi-Modal MRI with Missing Information.
Feng X, Ghimire K, Kim DD, Chandra RS, Zhang H, Peng J, Han B, Huang G, Chen Q, Patel S, Bettagowda C, Sair HI, Jones C, Jiao Z, Yang L, Bai H. Feng X, et al. J Digit Imaging. 2023 Oct;36(5):2075-2087. doi: 10.1007/s10278-023-00860-7. Epub 2023 Jun 20. J Digit Imaging. 2023. PMID: 37340197 Free PMC article.
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