Efstathios D. Gennatas

According to our database, Efstathios D. Gennatas authored at least 8 papers between 2013 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Expert-augmented machine learning for predicting extubation readiness in the pediatric intensive care unit.

Jean Digitale, Deborah Franzon, Jin Ge, Charles McCulloch, Mark J. Pletcher, Efstathios D. Gennatas

BMC Medical Informatics Decis. Mak., December, 2025

2022

The Conditional Super Learner.

Gilmer Valdes, Yannet Interian, Efstathios D. Gennatas, Mark J. van der Laan

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Representational Gradient Boosting: Backpropagation in the Space of Functions.

Gilmer Valdes, Jerome H. Friedman, Fei Jiang, Efstathios D. Gennatas

IEEE Trans. Pattern Anal. Mach. Intell., 2022

2019

Expert-Augmented Machine Learning.

Efstathios D. Gennatas, Jerome 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

CoRR, 2019

2018

Quantitative assessment of structural image quality.

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

NeuroImage, 2018

2017

Tree-Structured Boosting: Connections Between Gradient Boosted Stumps and Full Decision Trees.

José-Marcio Luna, Eric Eaton, Lyle H. Ungar, Eric S. Diffenderfer, Shane T. Jensen, Efstathios D. Gennatas, Mateo Wirth, Charles B. Simone II, Timothy D. Solberg, Gilmer Valdes

CoRR, 2017

2016

The impact of quality assurance assessment on diffusion tensor imaging outcomes in a large-scale population-based cohort.

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

NeuroImage, 2016

2013

Heterogeneous impact of motion on fundamental patterns of developmental changes in functional connectivity during youth.

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

NeuroImage, 2013