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Stepwise Transfer Learning for Expert-level Pediatric Brain Tumor MRI Segmentation in a Limited Data Scenario.
Boyd A, Ye Z, Prabhu SP, Tjong MC, Zha Y, Zapaishchykova A, Vajapeyam S, Catalano PJ, Hayat H, Chopra R, Liu KX, Nabavizadeh A, Resnick AC, Mueller S, Haas-Kogan DA, Aerts HJWL, Poussaint TY, Kann BH. Boyd A, et al. Among authors: aerts hjwl. Radiol Artif Intell. 2024 Jul;6(4):e230254. doi: 10.1148/ryai.230254. Radiol Artif Intell. 2024. PMID: 38984985 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.
Prediction of Distant Metastases After Stereotactic Body Radiation Therapy for Early Stage NSCLC: Development and External Validation of a Multi-Institutional Model.
Gao SJ, Jin L, Meadows HW, Shafman TD, Gross CP, Yu JB, Aerts HJWL, Miccio JA, Stahl JM, Mak RH, Decker RH, Kann BH. Gao SJ, et al. Among authors: aerts hjwl. J Thorac Oncol. 2023 Mar;18(3):339-349. doi: 10.1016/j.jtho.2022.11.007. Epub 2022 Nov 15. J Thorac Oncol. 2023. PMID: 36396062 Free article.
222 results