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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.
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.
Development and External Validation of a Machine Learning Model for Prediction of Lymph Node Metastasis in Patients with Prostate Cancer.
Sabbagh A, Washington SL 3rd, Tilki D, Hong JC, Feng J, Valdes G, Chen MH, Wu J, Huland H, Graefen M, Wiegel T, Böhmer D, Cowan JE, Cooperberg M, Feng FY, Roach M 3rd, Trock BJ, Partin AW, D'Amico AV, Carroll PR, Mohamad O. Sabbagh A, et al. Among authors: valdes g. Eur Urol Oncol. 2023 Oct;6(5):501-507. doi: 10.1016/j.euo.2023.02.006. Epub 2023 Mar 1. Eur Urol Oncol. 2023. PMID: 36868922
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.
Development and multi-institutional validation of a convolutional neural network to detect vertebral body mis-alignments in 2D x-ray setup images.
Petragallo R, Bertram P, Halvorsen P, Iftimia I, Low DA, Morin O, Narayanasamy G, Saenz DL, Sukumar KN, Valdes G, Weinstein L, Wells MC, Ziemer BP, Lamb JM. Petragallo R, et al. Among authors: valdes g. Med Phys. 2023 May;50(5):2662-2671. doi: 10.1002/mp.16359. Epub 2023 Mar 21. Med Phys. 2023. PMID: 36908243
220 results