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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: guthier cv. 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.
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. 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.
Dosimetric Planning Tradeoffs to Reduce Heart Dose Using Machine Learning-Guided Decision Support Software in Patients with Lung Cancer.
Bitterman DS, Selesnick P, Bredfeldt J, Williams CL, Guthier C, Huynh E, Kozono DE, Lewis JH, Cormack RA, Carpenter CM, Mak RH, Atkins KM. Bitterman DS, et al. Int J Radiat Oncol Biol Phys. 2022 Mar 15;112(4):996-1003. doi: 10.1016/j.ijrobp.2021.11.009. Epub 2021 Nov 11. Int J Radiat Oncol Biol Phys. 2022. PMID: 34774998
Assessing the Feasibility of Using Artificial Intelligence-Segmented Dominant Intraprostatic Lesion for Focal Intraprostatic Boost With External Beam Radiation Therapy.
Tsui JMG, Kehayias CE, Leeman JE, Nguyen PL, Peng L, Yang DD, Moningi S, Martin N, Orio PF, D'Amico AV, Bredfeldt JS, Lee LK, Guthier CV, King MT. Tsui JMG, et al. Among authors: guthier cv. Int J Radiat Oncol Biol Phys. 2024 Jan 1;118(1):74-84. doi: 10.1016/j.ijrobp.2023.07.029. Epub 2023 Jul 29. Int J Radiat Oncol Biol Phys. 2024. PMID: 37517600
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.
Decoding biological age from face photographs using deep learning.
Zalay O, Bontempi D, Bitterman DS, Birkbak N, Shyr D, Haugg F, Qian JM, Roberts H, Perni S, Prudente V, Pai S, Dekker A, Haibe-Kains B, Guthier C, Balboni T, Warren L, Krishan M, Kann BH, Swanton C, Ruysscher D, Mak RH, Aerts HJ. Zalay O, et al. medRxiv [Preprint]. 2023 Sep 12:2023.09.12.23295132. doi: 10.1101/2023.09.12.23295132. medRxiv. 2023. PMID: 37745558 Free PMC article. Preprint.
28 results