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Efstathios D. Gennatas

University of California System

26H-index
73Paper Count
6.0KCitation Count
Published Papers 30
Publication Date
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
err2024-05-01
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PREAI
errValdes, Gilmer; Scholey, Jessica; Nano, Tomi F.; Gennatas, Efstathios D.; Mohindra, Pranshu; Mohammed, Nasir; Zeng, Jing; Kotecha, Rupesh; Rosen, Lane R.; Chang, John; Tsai, Henry K.; Urbanic, James J.; Vargas, Carlos E.; Yu, Nathan Y.; Ungar, Lyle H.; Eaton, Eric; Simone, Charles B.
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Predicting post-liver transplant outcomes in patients with acute-on-chronic liver failure using Expert-Augmented Machine Learning
err2023-12-01
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errOAAI
errGe, Jin; Digitale, Jean C.; Fenton, Cynthia; Mcculloch, Charles E.; Lai, Jennifer C.; Pletcher, Mark J.; Gennatas, Efstathios D.
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Association of MRI morphologic phenotype from unsupervised learning with breast cancer subtypes and treatment response
err2023-03-01
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PREAI
errLe, Nu N.; Onishi, Natsuko; Newitt, David C.; Gibbs, Jessica E.; Wilmes, Lisa J.; Gennatas, Efstathios; LeStage, Barbara; Esserman, Laura J.; Hylton, Nola M.; Li, Wen
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Importance of non-pharmaceutical interventions in lowering the viral inoculum to reduce susceptibility to infection by SARS-CoV-2 and potentially disease severity
err2021-09-01
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errOAAI
errSpinelli, Matthew A.; Glidden, David, V; Gennatas, Efstathios D.; Bielecki, Michel; Beyrer, Chris; Rutherford, George; Chambers, Henry; Goosby, Eric; Gandhi, Monica
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Effectiveness of Adding a Mask Recommendation to Other Public Health Measures
err2021-08-01
err0
PREAI
errSpinelli, Matthew A.; Glidden, David V.; Gennatas, Efstathios D.; Rutherford, George W.; Gandhi, Monica
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Structural and Functional Brain Parameters Related to Cognitive Performance Across Development: Replication and Extension of the Parieto-Frontal Integration Theory in a Single Sample
errcortex
IF2.9
err2020-10-29
err23
errOAAI
errGur, Ruben C.; Butler, Ellyn R.; Moore, Tyler M.; Rosen, Adon F. G.; Ruparel, Kosha; Satterthwaite, Theodore D.; Roalf, David R.; Gennatas, Efstathios D.; Bilker, Warren B.; Shinohara, Russell T.; Port, Allison; Elliott, Mark A.; Verma, Ragini; Davatzikos, Christos; Wolf, Daniel H.; Detre, John A.; Gur, Raquel E.
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REPLY TO NOCK AND NIELSEN: Onthework of Nock and Nielsen andits relationship to the additive tree
err2020-04-07
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errOAAI
errValdes, Gilmer; Luna, Jose Marcio; Gennatas, Efstathios D.; Ungar, Lyle H.; Eaton, Eric; Diffenderfer, Eric S.; Jensen, Shane T.; Simone, Charles B., III; Friedman, Jerome H.; Solberg, Timothy D.
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Expert-augmented machine learning
err2020-02-18
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errOAAI
errGennatas, Efstathios D.; Friedman, Jerome H.; Ungar, Lyle H.; Pirracchio, Romain; Eaton, Eric; Reichmann, Lara G.; Interian, Yannet; Luna, Jose Marcio; Simone, Charles B., II; Auerbach, Andrew; Delgado, Elier; van der Laan, Mark J.; Solberg, Timothy D.; Valdes, Gilmer
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Building more accurate decision trees with the additive tree
err2019-09-16
err52
errOAAI
errLuna, Jose Marcio; Gennatas, Efstathios D.; Ungar, Lyle H.; Eaton, Eric; Diffenderfer, Eric S.; Jensen, Shane T.; Simone, Charles B., II; Friedman, Jerome H.; Solberg, Timothy D.; Valdes, Gilmer
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Predicting 30-day mortality for palliative radiotherapy
err2019-04-01
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errOAAI
errWitztum, A.; Wu, S.; Gennatas, E.; Valdes, G.; Solberg, T.; Braunstein, S.
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Machine learning prediction of early distant progression after SBRT for colorectal cancer
err2019-04-01
err0
errOAAI
errChung, H.; Lang, P.; Kayvanrad, M.; Thompson, R.; Chu, W.; Gennatas, E.; Valdes, G.; Cheung, P.
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Dopamine receptor D4 (DRD4) polymorphisms with reduced functional potency intensify atrophy in syndrome-specific sites of frontotemporal dementia
err2019-01-01
err2
errOAAI
errButer, P. M.; Chiong, W.; Perry, D. C.; Miller, Z. A.; Gennatas, E. D.; Brown, J. A.; Pasquini, L.; Karydas, A.; Dokuru, D.; Coppola, G.; Sturm, V. E.; Boxer, A. L.; Gorno-Tempini, M. L.; Rosen, H. J.; Kramer, J. H.; Miller, B. L.; Seeley, W. W.
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Point-of-Care Local Failure and Overall Survival Prediction Models for Meningioma
err2018-11-01
err0
PREAI
errMorin, O.; Chen, W. C.; Villanueva-Meyer, J.; Gennatas, E. D.; Wu, A.; Cha, S.; Magill, S.; Perry, A.; Sneed, P. K.; McDermott, M. W.; Solberg, T. D.; Valdes, G.; Braunstein, S. E.; Raleigh, D.
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Pre- and Postoperative Prediction of Long-Term Meningioma Outcomes
err2018-11-01
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errOAAI
errGennatas, E. D.; Wu, A.; Braunstein, S. E.; Morin, O.; Chen, W. C.; Magill, S.; Villanueva-Meyer, J.; Perry, A.; McDermott, M. W.; Solberg, T. D.; Valdes, G.; Raleigh, D.
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Deep nets vs expert designed features in medical physics: An IMRT QA case study
err2018-04-18
err98
PREAI
errInterian, Yannet; Rideout, Vincent; Kearney, Vasant P.; Gennatas, Efstathios; Morin, Olivier; Cheung, Joey; Solberg, Timothy; Valdes, Gilmer
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Deep Neural Networks vs Medical Physicists: An IMRT QA case study
err2018-04-01
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errOAAI
errInterian, Y.; Valdes, G.; Vincent, R.; Joey, C.; Vasant, K.; Olivier, M.; Gennatas, E.; Solberg, T.
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Preoperative Prediction of Local Failure and Overall Survival for Meningioma
err2018-04-01
err0
errOAAI
errGennatas, E.; Morin, O.; Braunstein, S.; Solberg, T.; Valdes, G.; Raleigh, D.
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Sex differences in estimated brain metabolism in relation to body growth through adolescence
err2017-10-26
err27
errOAAI
errVandekar, Simon N.; Shou, Haochang; Satterthwaite, Theodore D.; Shinohara, Russell T.; Merikangas, Alison K.; Roalf, David R.; Ruparel, Kosha; Rosen, Adon; Gennatas, Efstathios D.; Elliott, Mark A.; Davatzikos, Christos; Gur, Ruben C.; Gur, Raquel E.; Detre, John A.
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Elevated Amygdala Perfusion Mediates Developmental Sex Differences in Trait Anxiety
err2016-11-01
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errOAAI
errKaczkurkin, Antonia N.; Moore, Tyler M.; Ruparel, Kosha; Ciric, Rastko; Calkins, Monica E.; Shinohara, Russell T.; Elliott, Mark A.; Hopson, Ryan; Roalf, David R.; Vandekar, Simon N.; Gennatas, Efstathios D.; Wolf, Daniel H.; Scott, J. Cobb; Pine, Daniel S.; Leibenluft, Ellen; Detre, John A.; Foa, Edna B.; Gur, Raquel E.; Gur, Ruben C.; Satterthwaite, Theodore D.
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