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223 results

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Preoperative and postoperative prediction of long-term meningioma outcomes.
Gennatas ED, Wu A, Braunstein SE, Morin O, Chen WC, Magill ST, Gopinath C, Villaneueva-Meyer JE, Perry A, McDermott MW, Solberg TD, Valdes G, Raleigh DR. Gennatas ED, et al. Among authors: valdes g. PLoS One. 2018 Sep 20;13(9):e0204161. doi: 10.1371/journal.pone.0204161. eCollection 2018. PLoS One. 2018. PMID: 30235308 Free PMC article.
Building more accurate decision trees with the additive tree.
Luna JM, Gennatas ED, Ungar LH, Eaton E, Diffenderfer ES, Jensen ST, Simone CB 2nd, Friedman JH, Solberg TD, Valdes G. Luna JM, et al. Among authors: valdes g. Proc Natl Acad Sci U S A. 2019 Oct 1;116(40):19887-19893. doi: 10.1073/pnas.1816748116. Epub 2019 Sep 16. Proc Natl Acad Sci U S A. 2019. PMID: 31527280 Free PMC article.
Integrated models incorporating radiologic and radiomic features predict meningioma grade, local failure, and overall survival.
Morin O, Chen WC, Nassiri F, Susko M, Magill ST, Vasudevan HN, Wu A, Vallières M, Gennatas ED, Valdes G, Pekmezci M, Alcaide-Leon P, Choudhury A, Interian Y, Mortezavi S, Turgutlu K, Bush NAO, Solberg TD, Braunstein SE, Sneed PK, Perry A, Zadeh G, McDermott MW, Villanueva-Meyer JE, Raleigh DR. Morin O, et al. Among authors: valdes g. Neurooncol Adv. 2019 May-Dec;1(1):vdz011. doi: 10.1093/noajnl/vdz011. Epub 2019 Aug 28. Neurooncol Adv. 2019. PMID: 31608329 Free PMC article.
Expert-augmented machine learning.
Gennatas ED, Friedman JH, Ungar LH, Pirracchio R, Eaton E, Reichmann LG, Interian Y, Luna JM, Simone CB 2nd, Auerbach A, Delgado E, van der Laan MJ, Solberg TD, Valdes G. Gennatas ED, et al. Among authors: valdes g. Proc Natl Acad Sci U S A. 2020 Mar 3;117(9):4571-4577. doi: 10.1073/pnas.1906831117. Epub 2020 Feb 18. Proc Natl Acad Sci U S A. 2020. PMID: 32071251 Free PMC article.
The Conditional Super Learner.
Valdes G, Interian Y, Gennatas E, Van der Laan M. Valdes G, et al. IEEE Trans Pattern Anal Mach Intell. 2022 Dec;44(12):10236-10243. doi: 10.1109/TPAMI.2021.3131976. Epub 2022 Nov 7. IEEE Trans Pattern Anal Mach Intell. 2022. PMID: 34851823
Predicting the Effect of Proton Beam Therapy Technology on Pulmonary Toxicities for Patients With Locally Advanced Lung Cancer Enrolled in the Proton Collaborative Group Prospective Clinical Trial.
Valdes G, Scholey J, Nano TF, Gennatas ED, Mohindra P, Mohammed N, Zeng J, Kotecha R, Rosen LR, Chang J, Tsai HK, Urbanic JJ, Vargas CE, Yu NY, Ungar LH, Eaton E, Simone CB 2nd. Valdes G, et al. Int J Radiat Oncol Biol Phys. 2024 May 1;119(1):66-77. doi: 10.1016/j.ijrobp.2023.11.026. Epub 2023 Nov 23. Int J Radiat Oncol Biol Phys. 2024. PMID: 38000701
Use of TrueBeam developer mode for imaging QA.
Valdes G, Morin O, Valenciaga Y, Kirby N, Pouliot J, Chuang C. Valdes G, et al. J Appl Clin Med Phys. 2015 Jul 8;16(4):322–333. doi: 10.1120/jacmp.v16i4.5363. J Appl Clin Med Phys. 2015. PMID: 26219002 Free PMC article.
223 results