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Page 1
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: eaton e. 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.
Artificial intelligence for pediatric ophthalmology.
Reid JE, Eaton E. Reid JE, et al. Among authors: eaton e. Curr Opin Ophthalmol. 2019 Sep;30(5):337-346. doi: 10.1097/ICU.0000000000000593. Curr Opin Ophthalmol. 2019. PMID: 31261187 Review.
A domain-agnostic approach for characterization of lifelong learning systems.
Baker MM, New A, Aguilar-Simon M, Al-Halah Z, Arnold SMR, Ben-Iwhiwhu E, Brna AP, Brooks E, Brown RC, Daniels Z, Daram A, Delattre F, Dellana R, Eaton E, Fu H, Grauman K, Hostetler J, Iqbal S, Kent C, Ketz N, Kolouri S, Konidaris G, Kudithipudi D, Learned-Miller E, Lee S, Littman ML, Madireddy S, Mendez JA, Nguyen EQ, Piatko C, Pilly PK, Raghavan A, Rahman A, Ramakrishnan SK, Ratzlaff N, Soltoggio A, Stone P, Sur I, Tang Z, Tiwari S, Vedder K, Wang F, Xu Z, Yanguas-Gil A, Yedidsion H, Yu S, Vallabha GK. Baker MM, et al. Among authors: eaton e. Neural Netw. 2023 Mar;160:274-296. doi: 10.1016/j.neunet.2023.01.007. Epub 2023 Jan 20. Neural Netw. 2023. PMID: 36709531
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: eaton e. 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.
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. Among authors: eaton e. 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