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Multimodal Deep Learning Improves Recurrence Risk Prediction in Pediatric Low-Grade Gliomas.
Mahootiha M, Tak D, Ye Z, Zapaishchykova A, Likitlersuang J, Climent Pardo JC, Boyd A, Vajapeyam S, Chopra R, Prabhu SP, Liu KX, Elhalawani H, Nabavizadeh A, Familiar A, Mueller S, Aerts HJWL, Bandopadhayay P, Ligon KL, Haas-Kogan D, Poussaint TY, Qadir HA, Balasingham I, Kann BH. Mahootiha M, et al. Among authors: aerts hjwl. Neuro Oncol. 2024 Aug 30:noae173. doi: 10.1093/neuonc/noae173. Online ahead of print. Neuro Oncol. 2024. PMID: 39211987
Radiomics features of the primary tumor fail to improve prediction of overall survival in large cohorts of CT- and PET-imaged head and neck cancer patients.
Ger RB, Zhou S, Elgohari B, Elhalawani H, Mackin DM, Meier JG, Nguyen CM, Anderson BM, Gay C, Ning J, Fuller CD, Li H, Howell RM, Layman RR, Mawlawi O, Stafford RJ, Aerts H, Court LE. Ger RB, et al. PLoS One. 2019 Sep 19;14(9):e0222509. doi: 10.1371/journal.pone.0222509. eCollection 2019. PLoS One. 2019. PMID: 31536526 Free PMC article.
Artificial intelligence in radiation oncology.
Huynh E, Hosny A, Guthier C, Bitterman DS, Petit SF, Haas-Kogan DA, Kann B, Aerts HJWL, Mak RH. Huynh E, et al. Among authors: aerts hjwl. Nat Rev Clin Oncol. 2020 Dec;17(12):771-781. doi: 10.1038/s41571-020-0417-8. Epub 2020 Aug 25. Nat Rev Clin Oncol. 2020. PMID: 32843739 Review.
Artificial intelligence for clinical oncology.
Kann BH, Hosny A, Aerts HJWL. Kann BH, et al. Among authors: aerts hjwl. Cancer Cell. 2021 Jul 12;39(7):916-927. doi: 10.1016/j.ccell.2021.04.002. Epub 2021 Apr 29. Cancer Cell. 2021. PMID: 33930310 Free PMC article. Review.
Deep Learning-based Detection of Intravenous Contrast Enhancement on CT Scans.
Ye Z, Qian JM, Hosny A, Zeleznik R, Plana D, Likitlersuang J, Zhang Z, Mak RH, Aerts HJWL, Kann BH. Ye Z, et al. Among authors: aerts hjwl. Radiol Artif Intell. 2022 May 4;4(3):e210285. doi: 10.1148/ryai.210285. eCollection 2022 May. Radiol Artif Intell. 2022. PMID: 35652117 Free PMC article.
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: aerts hjwl. 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.
215 results