Efstathios D. Gennatas

Publication Activity (10 Years)

Years Active: 2013-2022
Publications (10 Years): 7

Top Topics

Quality Assurance

Diffusion Tensor

Top Venues

IEEE Trans. Pattern Anal. Mach. Intell.

Publications

Gilmer Valdes, Jerome H. Friedman, Fei Jiang, Efstathios D. Gennatas
Representational Gradient Boosting: Backpropagation in the Space of Functions. IEEE Trans. Pattern Anal. Mach. Intell. 44 (12) (2022)
Gilmer Valdes, Yannet Interian, Efstathios D. Gennatas, Mark J. van der Laan
The Conditional Super Learner. IEEE Trans. Pattern Anal. Mach. Intell. 44 (12) (2022)
Efstathios D. Gennatas, J. H. Friedman, Lyle H. Ungar, Romain Pirracchio, Eric Eaton, L. Reichman, Yannet Interian, Charles B. Simone II, A. Auerbach, E. Delgado, Mark J. van der Laan, Timothy D. Solberg, Gilmer Valdes
Expert-Augmented Machine Learning. CoRR (2019)
Gilmer Valdes, Yannet Interian, Efstathios D. Gennatas, Mark J. van der Laan
Conditional Super Learner. CoRR (2019)
Adon F. G. Rosen, David R. Roalf, Kosha Ruparel, Jason Blake, Kevin Seelaus, Lakshmi P. Villa, Rastko Ciric, Philip A. Cook, Christos Davatzikos, Mark A. Elliott, Angel Garcia de La Garza, Efstathios D. Gennatas, Megan Quarmley, J. Eric Schmitt, Russell T. Shinohara, M. Dylan Tisdall, R. Cameron Craddock, Raquel E. Gur, Theodore D. Satterthwaite
Quantitative assessment of structural image quality. NeuroImage 169 (2018)
José-Marcio Luna, Eric Eaton, Lyle H. Ungar, Eric Diffenderfer, Shane T. Jensen, Efstathios D. Gennatas, Mateo Wirth, Charles B. Simone II, Timothy D. Solberg, Gilmer Valdes
Tree-Structured Boosting: Connections Between Gradient Boosted Stumps and Full Decision Trees. CoRR (2017)
David R. Roalf, Megan Quarmley, Mark A. Elliott, Theodore D. Satterthwaite, Simon N. Vandekar, Kosha Ruparel, Efstathios D. Gennatas, Monica E. Calkins, Tyler M. Moore, Ryan Hopson, Karthik Prabhakaran, Chad Jackson, Ragini Verma, Hakon Hakonarson, Ruben C. Gur, Raquel E. Gur
The impact of quality assurance assessment on diffusion tensor imaging outcomes in a large-scale population-based cohort. NeuroImage 125 (2016)
Theodore D. Satterthwaite, Daniel H. Wolf, Kosha Ruparel, Güray Erus, Mark A. Elliott, Simon B. Eickhoff, Efstathios D. Gennatas, Chad Jackson, Karthik Prabhakaran, Alex R. Smith, Hakon Hakonarson, Ragini Verma, Christos Davatzikos, Raquel E. Gur, Ruben C. Gur
Heterogeneous impact of motion on fundamental patterns of developmental changes in functional connectivity during youth. NeuroImage 83 (2013)