Georgios V. Gkoutos

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All published works

Action	Title	Year	Authors
+ PDF Chat	Development of automated neural network prediction for echocardiographic left ventricular ejection fraction	2024	Yuting Zhang Boyang Liu Karina V Bunting David Brind Alexander Thorley Andreas Karwath Wenqi Lu Diwei Zhou Xiaoxia Wang Alastair Mobley
+ PDF Chat	Development of Automated Neural Network Prediction for Echocardiographic Left ventricular Ejection Fraction	2024	Yuting Zhang Boyang Liu Karina V Bunting David Brind Alexander Thorley Andreas Karwath Wenqi Lu Diwei Zhou Xiaoxia Wang Alastair Mobley
+	Learning from learning machines: a new generation of AI technology to meet the needs of science	2021	Luca Pion-Tonachini Kristofer E. Bouchard Héctor García Martín Sean Peisert W. Holtz Anil Aswani Dipankar Dwivedi Haruko Wainwright Ghanshyam Pilania Benjamin Nachman
+ PDF Chat	Nesterov Accelerated ADMM for Fast Diffeomorphic Image Registration	2021	Alexander Thorley Xi Jia Hyung Jin Chang Boyang Liu Karina V Bunting Victoria Stoll Antonio de Marvao Declan P. O’Regan Georgios V. Gkoutos Dipak Kotecha
+	Nesterov Accelerated ADMM for Fast Diffeomorphic Image Registration	2021	Alexander Thorley Xi Jia Hyung Jin Chang Boyang Liu Karina V Bunting Victoria Stoll Antonio de Marvao Declan P. O’Regan Georgios V. Gkoutos Dipak Kotecha
+	Learning from learning machines: a new generation of AI technology to meet the needs of science	2021	Luca Pion-Tonachini Kristofer E. Bouchard Héctor García Martín Sean Peisert W. Holtz Anil Aswani Dipankar Dwivedi Haruko Wainwright Ghanshyam Pilania Benjamin Nachman
+ PDF Chat	Risk Factors for COVID-19 versus non-COVID-19 related in-hospital and community deaths by Local Authority District in Great Britain	2020	Samuel P. Leighton Danielle Leighton J. W. Herrón Rachel Upthegrove Jonathan Cavanagh Georgios V. Gkoutos Breda Cullen Pavan Mallikarjun
+ PDF Chat	PowerTools: A web based user-friendly tool for future translational study design	2020	Animesh Acharjee Joseph Larkman Victor Roth Cardoso Georgios V. Gkoutos
+ PDF Chat	Analysis of the human diseasome using phenotype similarity between common, genetic and infectious diseases	2015	Robert Hoehndorf Paul N. Schofield Georgios V. Gkoutos
+ PDF Chat	Aber-OWL: a framework for ontology-based data access in biology	2015	Robert Hoehndorf Luke T. Slater Paul N. Schofield Georgios V. Gkoutos
+ PDF Chat	Evaluation of research in biomedical ontologies	2012	Robert Hoehndorf Michel Dumontier Georgios V. Gkoutos
+ PDF Chat	Towards quantitative measures in applied ontology	2012	Robert Hoehndorf Michel Dumontier Georgios V. Gkoutos

Common Coauthors

Coauthor	Papers Together
Karina V Bunting	4
Alexander Thorley	4
Dipak Kotecha	4
Jinming Duan	4
Robert Hoehndorf	4
Declan P. O’Regan	2
Dipankar Dwivedi	2
Antonio de Marvao	2
Haruko Wainwright	2
Ghanshyam Pilania	2
Ty Carlson	2
Alejandro Wolf‐Yadlin	2
Andreas Karwath	2
Jean‐Baptiste Cazier	2
David Brind	2
Petrus H. Zwart	2
Héctor García Martín	2
Boyang Liu	2
Otilia Țica	2
Michael W. Mahoney	2
Yuting Zhang	2
Xi Jia	2
Quinn Jackson	2
Daniel Jacobson	2
Anil Aswani	2
Prabhat	2
Kristofer E. Bouchard	2
Nicola Falco	2
W. Holtz	2
Luca Pion-Tonachini	2
Victoria Stoll	2
Hyung Jin Chang	2
Michel Dumontier	2
Claire J. Tomlin	2
Alastair Mobley	2
Diwei Zhou	2
Sharlee Climer	2
Gos Micklem	2
Wenqi Lu	2
Rick Stevens	2
Benjamin Nachman	2
Paul N. Schofield	2
Bobbie‐Jo Webb‐Robertson	2
Peter J. Bickel	2
Amy C. Justice	2
Babetta L. Marrone	2
Sean Peisert	2
Juliane Müller	1
Animesh Acharjee	1
Mark Anderson	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Fast Symmetric Diffeomorphic Image Registration with Convolutional Neural Networks	2020	Tony C. W. Mok Albert C. S. Chung	2
+ PDF Chat	VoxelMorph: A Learning Framework for Deformable Medical Image Registration	2019	Guha Balakrishnan Amy Zhao Mert R. Sabuncu John V. Guttag Adrian V. Dalca	2
+ PDF Chat	Unsupervised learning of probabilistic diffeomorphic registration for images and surfaces	2019	Adrian V. Dalca Guha Balakrishnan John Guttag Mert R. Sabuncu	2
+ PDF Chat	Semantic Similarity in a Taxonomy: An Information-Based Measure and its Application to Problems of Ambiguity in Natural Language	1999	Philip Resnik	2
+ PDF Chat	Fast Alternating Direction Optimization Methods	2014	Tom Goldstein Brendan O’Donoghue Simon Setzer Richard G. Baraniuk	2
+	A Log-Euclidean Framework for Statistics on Diffeomorphisms	2006	Vincent Arsigny Olivier Commowick Xavier Pennec Nicholas Ayache	2
+	Quicksilver: Fast predictive image registration – A deep learning approach	2017	Xiao Yang Roland Kwitt Martin Styner Marc Niethammer	2
+ PDF Chat	Automatic 3D Bi-Ventricular Segmentation of Cardiac Images by a Shape-Refined Multi- Task Deep Learning Approach	2019	Jinming Duan Ghalib Bello Jo Schlemper Wenjia Bai Timothy J. W. Dawes Carlo Biffi Antonio de Marvao Georgia Doumoud Declan P. O’Regan Daniel Rueckert	2
+ PDF Chat	DeepFLASH: An Efficient Network for Learning-Based Medical Image Registration	2020	Jian Wang Miaomiao Zhang	2
+ PDF Chat	Bounds for the Variance of the Mann-Whitney Statistic	1957	Z. W. Birnbaum Orval M. Klose	1
+	<b>mice</b>: Multivariate Imputation by Chained Equations in<i>R</i>	2011	Stef van Buuren Catharina G. M. Groothuis‐Oudshoorn	1
+	Multiple Imputation for Nonresponse in Surveys	1987	Donald B. Rubin	1
+ PDF Chat	Recommendations for Biomarker Identification and Qualification in Clinical Proteomics	2010	Harald Mischak Günter Allmaier Rolf Apweiler Teresa K. Attwood Marc Baumann Ariela Benigni Samuel Bennett Rainer Bischoff Erik Bongcam‐Rudloff Giovambattista Capasso	1
+	Regression Shrinkage and Selection Via the Lasso	1996	Robert Tibshirani	1
+ PDF Chat	CUR matrix decompositions for improved data analysis	2009	Michael W. Mahoney Petros Drineas	1
+	Science and Statistics	1976	George E. P. Box	1
+ PDF Chat	Community Structure in Large Networks: Natural Cluster Sizes and the Absence of Large Well-Defined Clusters	2009	Jure Leskovec Kevin Lang Anirban Dasgupta Michael W. Mahoney	1
+	<b>systemfit</b>: A Package for Estimating Systems of Simultaneous Equations in<i>R</i>	2007	Arne Henningsen Jeff D. Hamann	1
+	Statistics for sparse, high-dimensional, and nonparametric system identification	2009	Anil Aswani Peter J. Bickel Claire J. Tomlin	1
+ PDF Chat	Simultaneous Inference in General Parametric Models	2008	Torsten Hothorn Frank Bretz Peter H. Westfall	1
+ PDF Chat	Sample size and statistical power considerations in high-dimensionality data settings: a comparative study of classification algorithms	2010	Yu Guo Armin Graber Robert McBurney Raji Balasubramanian	1
+	A local spectral method for graphs: with applications to improving graph partitions and exploring data graphs locally	2012	Michael W. Mahoney Lorenzo Orecchia Nisheeth K. Vishnoi	1
+	Discovering governing equations from data by sparse identification of nonlinear dynamical systems	2016	Steven L. Brunton Joshua L. Proctor J. Nathan Kutz	1
+ PDF Chat	Imputation with the <i>R</i> Package <b>VIM</b>	2016	Alexander Kowarik Matthias Templ	1
+ PDF Chat	Towards a theory of cortical columns: From spiking neurons to interacting neural populations of finite size	2017	Tilo Schwalger Moritz Deger Wulfram Gerstner	1
+	An R Companion to Applied Regression	2010	Sanford Weisberg John Fox	1
+	Rethinking Atrous Convolution for Semantic Image Segmentation	2017	Liang-Chieh Chen George Papandreou Florian Schroff Hartwig Adam	1
+	Methods for interpreting and understanding deep neural networks	2017	Grégoire Montavon Wojciech Samek Klaus‐Robert Müller	1
+	Interpreting Convolutional Neural Networks Through Compression	2017	Reza Abbasi-Asl Bin Yu	1
+	Mathematical Statistics: Basic Ideas and Selected Topics, Volume I, Second Edition	2015	Peter J. Bickel Kjell A. Doksum	1
+	Signed iterative random forests to identify enhancer-associated transcription factor binding	2018	Karl Kumbier Sumanta Basu James B. Brown S Celniker Bin Yu	1
+ PDF Chat	Learning to predict the cosmological structure formation	2019	Siyu He Yin Li Yu Feng Shirley Ho Siamak Ravanbakhsh W. Chen Barnabás Póczos	1
+	Definitions, methods, and applications in interpretable machine learning	2019	William J. Murdoch Chandan Singh Karl Kumbier Reza Abbasi-Asl Bin Yu	1
+ PDF Chat	Decoupling feature extraction from policy learning: assessing benefits of state representation learning in goal based robotics	2019	Antonin Raffin Ashley Hill Kalifou René Traoré Timothée Lesort Natalia Díaz-Rodríguez David Filliat	1
+	The Scientific Method in the Science of Machine Learning	2019	Jessica Zosa Forde Michela Paganini	1
+	Please Stop Permuting Features: An Explanation and Alternatives.	2019	Giles Hooker Lucas Mentch	1
+ PDF Chat	Ontology-based data access: A study through disjunctive datalog, CSP, and MMSNP	2013	Meghyn Bienvenu Balder ten Cate Carsten Lutz Frank Wolter	1
+	Axiomatic Attribution for Deep Networks	2017	Mukund Sundararajan Ankur Taly Qiqi Yan	1
+ PDF Chat	Visualizing probabilistic models and data with Intensive Principal Component Analysis	2019	Katherine N. Quinn Colin B. Clement Francesco De Bernardis Michael D. Niemack James P. Sethna	1
+	Threat of Adversarial Attacks on Deep Learning in Computer Vision: A Survey	2018	Naveed Akhtar Ajmal Mian	1
+	Deep Hidden Physics Models: Deep Learning of Nonlinear Partial Differential Equations	2018	Maziar Raissi	1
+	Reconciling modern machine-learning practice and the classical bias–variance trade-off	2019	Mikhail Belkin Daniel Hsu Siyuan Ma Soumik Mandal	1
+	Multi-Scale Context Aggregation by Dilated Convolutions	2015	Fisher Yu Vladlen Koltun	1
+	Veridical data science	2020	Bin Yu Karl Kumbier	1
+	Assessing spread risk of Wuhan novel coronavirus within and beyond China, January-April 2020: a travel network-based modelling study	2020	Shengjie Lai Isaac I. Bogoch Nick Ruktanonchai Alexander Watts Xin Lü Weizhong Yang Hongjie Yu Kamran Khan Andrew J. Tatem	1
+	Explaining Explanations: Axiomatic Feature Interactions for Deep Networks	2020	Joseph D. Janizek Pascal Sturmfels Su‐In Lee	1
+ PDF Chat	Predicting trends in the quality of state-of-the-art neural networks without access to training or testing data	2021	Charles H. Martin Tongsu Peng Michael W. Mahoney	1
+	Spread of SARS-CoV-2 Coronavirus likely constrained by climate	2020	Miguel B. Araújo Babak Naimi	1
+	Substantial undocumented infection facilitates the rapid dissemination of novel coronavirus (SARS-CoV-2)	2020	Ruiyun Li Sen Pei Бин Чэн Yimeng Song Zhang Tao Wan Yang Jeffrey Shaman	1
+	Can atmospheric pollution be considered a co-factor in extremely high level of SARS-CoV-2 lethality in Northern Italy?	2020	Edoardo Conticini Bruno Frediani Dario Caro	1