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Clinical validation of deep learning algorithms for radiotherapy targeting of non-small-cell lung cancer: an observational study.
Hosny A, Bitterman DS, Guthier CV, Qian JM, Roberts H, Perni S, Saraf A, Peng LC, Pashtan I, Ye Z, Kann BH, Kozono DE, Christiani D, Catalano PJ, Aerts HJWL, Mak RH. Hosny A, et al. Among authors: ye z. Lancet Digit Health. 2022 Sep;4(9):e657-e666. doi: 10.1016/S2589-7500(22)00129-7. Lancet Digit Health. 2022. PMID: 36028289 Free PMC article.
Fully-automated sarcopenia assessment in head and neck cancer: development and external validation of a deep learning pipeline.
Ye Z, Saraf A, Ravipati Y, Hoebers F, Zha Y, Zapaishchykova A, Likitlersuang J, Tishler RB, Schoenfeld JD, Margalit DN, Haddad RI, Mak RH, Naser M, Wahid KA, Sahlsten J, Jaskari J, Kaski K, Mäkitie AA, Fuller CD, Aerts HJWL, Kann BH. Ye Z, et al. medRxiv [Preprint]. 2023 Mar 6:2023.03.01.23286638. doi: 10.1101/2023.03.01.23286638. medRxiv. 2023. PMID: 36945519 Free PMC article. Updated. Preprint.
Screening for extranodal extension in HPV-associated oropharyngeal carcinoma: evaluation of a CT-based deep learning algorithm in patient data from a multicentre, randomised de-escalation trial.
Kann BH, Likitlersuang J, Bontempi D, Ye Z, Aneja S, Bakst R, Kelly HR, Juliano AF, Payabvash S, Guenette JP, Uppaluri R, Margalit DN, Schoenfeld JD, Tishler RB, Haddad R, Aerts HJWL, Garcia JJ, Flamand Y, Subramaniam RM, Burtness BA, Ferris RL. Kann BH, et al. Among authors: ye z. Lancet Digit Health. 2023 Jun;5(6):e360-e369. doi: 10.1016/S2589-7500(23)00046-8. Epub 2023 Apr 21. Lancet Digit Health. 2023. PMID: 37087370 Free PMC article. Clinical Trial.
Multi-institutional Prognostic Modeling in Head and Neck Cancer: Evaluating Impact and Generalizability of Deep Learning and Radiomics.
Kazmierski M, Welch M, Kim S, McIntosh C, Rey-McIntyre K, Huang SH, Patel T, Tadic T, Milosevic M, Liu FF, Ryczkowski A, Kazmierska J, Ye Z, Plana D, Aerts HJWL, Kann BH, Bratman SV, Hope AJ, Haibe-Kains B. Kazmierski M, et al. Among authors: ye z. Cancer Res Commun. 2023 Jun 29;3(6):1140-1151. doi: 10.1158/2767-9764.CRC-22-0152. eCollection 2023 Jun. Cancer Res Commun. 2023. PMID: 37397861 Free PMC article.
Expert-level pediatric brain tumor segmentation in a limited data scenario with stepwise transfer learning.
Boyd A, Ye Z, Prabhu S, Tjong MC, Zha Y, Zapaishchykova A, Vajapeyam S, Hayat H, Chopra R, Liu KX, Nabavidazeh A, Resnick A, Mueller S, Haas-Kogan D, Aerts HJWL, Poussaint T, Kann BH. Boyd A, et al. Among authors: ye z. medRxiv [Preprint]. 2023 Sep 18:2023.06.29.23292048. doi: 10.1101/2023.06.29.23292048. medRxiv. 2023. PMID: 37425854 Free PMC article. Preprint.
Development and Validation of an Automated Image-Based Deep Learning Platform for Sarcopenia Assessment in Head and Neck Cancer.
Ye Z, Saraf A, Ravipati Y, Hoebers F, Catalano PJ, Zha Y, Zapaishchykova A, Likitlersuang J, Guthier C, Tishler RB, Schoenfeld JD, Margalit DN, Haddad RI, Mak RH, Naser M, Wahid KA, Sahlsten J, Jaskari J, Kaski K, Mäkitie AA, Fuller CD, Aerts HJWL, Kann BH. Ye Z, et al. JAMA Netw Open. 2023 Aug 1;6(8):e2328280. doi: 10.1001/jamanetworkopen.2023.28280. JAMA Netw Open. 2023. PMID: 37561460 Free PMC article.
Noninvasive molecular subtyping of pediatric low-grade glioma with self-supervised transfer learning.
Tak D, Ye Z, Zapaishchykova A, Zha Y, Boyd A, Vajapeyam S, Chopra R, Hayat H, Prabhu S, Liu KX, Elhalawani H, Nabavizadeh A, Familiar A, Resnick A, Mueller S, Aerts HJWL, Bandopadhayay P, Ligon K, Haas-Kogan D, Poussaint T, Kann BH. Tak D, et al. Among authors: ye z. medRxiv [Preprint]. 2023 Nov 22:2023.08.04.23293673. doi: 10.1101/2023.08.04.23293673. medRxiv. 2023. PMID: 37609311 Free PMC article. Updated. Preprint.
Automated temporalis muscle quantification and growth charts for children through adulthood.
Zapaishchykova A, Liu KX, Saraf A, Ye Z, Catalano PJ, Benitez V, Ravipati Y, Jain A, Huang J, Hayat H, Likitlersuang J, Vajapeyam S, Chopra RB, Familiar AM, Nabavidazeh A, Mak RH, Resnick AC, Mueller S, Cooney TM, Haas-Kogan DA, Poussaint TY, Aerts HJWL, Kann BH. Zapaishchykova A, et al. Among authors: ye z. Nat Commun. 2023 Nov 9;14(1):6863. doi: 10.1038/s41467-023-42501-1. Nat Commun. 2023. PMID: 37945573 Free PMC article.
9,433 results