Nicholas J. Tustison

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 15

Top Topics

Myocardial Perfusion

Biomedical Data

Brain Tumor Segmentation

Survival Prediction

Top Venues

Frontiers Neuroinformatics

Nat. Comput. Sci.

Publications

Zhenbang Wu, Anant Dadu, Nicholas J. Tustison, Brian B. Avants, Mike A. Nalls, Jimeng Sun, Faraz Faghri
Multimodal Patient Representation Learning with Missing Modalities and Labels. ICLR (2024)
Brian B. Avants, Nicholas J. Tustison, James R. Stone
Similarity-driven multi-view embeddings from high-dimensional biomedical data. Nat. Comput. Sci. 1 (2) (2021)
Brian B. Avants, Nicholas J. Tustison, James R. Stone
Publisher Correction: Similarity-driven multi-view embeddings from high-dimensional biomedical data. Nat. Comput. Sci. 1 (3) (2021)
Raghav Mehta, Angelos Filos, Ujjwal Baid, Chiharu Sako, Richard McKinley, Michael Rebsamen, Katrin Dätwyler, Raphael Meier, Piotr Radojewski, Gowtham Krishnan Murugesan, Sahil S. Nalawade, Chandan Ganesh, Benjamin C. Wagner, Fang F. Yu, Baowei Fei, Ananth J. Madhuranthakam, Joseph A. Maldjian, Laura Alexandra Daza, Catalina Gómez, Pablo Arbeláez, Chengliang Dai, Shuo Wang, Hadrien Raynaud, Yuanhan Mo, Elsa D. Angelini, Yike Guo, Wenjia Bai, Subhashis Banerjee, Linmin Pei, Murat AK, Sarahi Rosas-González, Ilyess Zemmoura, Clovis Tauber, Minh H. Vu, Tufve Nyholm, Tommy Löfstedt, Laura Mora Ballestar, Verónica Vilaplana, Hugh McHugh, Gonzalo D. Maso Talou, Alan Wang, Jay B. Patel, Ken Chang, Katharina Hoebel, Mishka Gidwani, Nishanth Thumbavanam Arun, Sharut Gupta, Mehak Aggarwal, Praveer Singh, Elizabeth R. Gerstner, Jayashree Kalpathy-Cramer, Nicolas Boutry, Alexis Huard, Lasitha Vidyaratne, Md Monibor Rahman, Khan M. Iftekharuddin, Joseph Chazalon, Élodie Puybareau, Guillaume Tochon, Jun Ma, Mariano Cabezas, Xavier Lladó, Arnau Oliver, Liliana Valencia, Sergi Valverde, Mehdi Amian, Mohammadreza Soltaninejad, Andriy Myronenko, Ali Hatamizadeh, Xue Feng, Quan Dou, Nicholas J. Tustison, Craig Meyer, Nisarg A. Shah, Sanjay Talbar, Marc-André Weber, Abhishek Mahajan, András Jakab, Roland Wiest, Hassan M. Fathallah-Shaykh, Arash Nazeri, Mikhail Milchenko, Daniel S. Marcus, Aikaterini Kotrotsou, Rivka Colen, John B. Freymann, Justin S. Kirby, Christos Davatzikos, Bjoern H. Menze, Spyridon Bakas, Yarin Gal, Tal Arbel
QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation - Analysis of Ranking Metrics and Benchmarking Results. CoRR (2021)
Brian B. Avants, Nicholas J. Tustison, James R. Stone
Interpretable, similarity-driven multi-view embeddings from high-dimensional biomedical data. CoRR (2020)
Brian B. Avants, Elliot Greenblatt, Jacob Hesterman, Nicholas J. Tustison
Deep Volumetric Feature Encoding for Biomedical Images. WBIR (2020)
Joanne C. Beer, Nicholas J. Tustison, Philip A. Cook, Christos Davatzikos, Yvette I. Sheline, Russell T. Shinohara, Kristin A. Linn
Longitudinal ComBat: A method for harmonizing longitudinal multi-scanner imaging data. NeuroImage 220 (2020)
Xue Feng, Nicholas J. Tustison, Sohil H. Patel, Craig H. Meyer
Brain Tumor Segmentation Using an Ensemble of 3D U-Nets and Overall Survival Prediction Using Radiomic Features. Frontiers Comput. Neurosci. 14 (2020)
Xue Feng, Quan Dou, Nicholas J. Tustison, Craig H. Meyer
Brain Tumor Segmentation with Uncertainty Estimation and Overall Survival Prediction. BrainLes@MICCAI (1) (2019)
Greg M. Fleishman, Miaomiao Zhang, Nicholas J. Tustison, Isabel Espinosa-Medina, Yu Mu, Khaled Khairy, Misha Ahrens
Deformable Registration of Whole Brain Zebrafish Microscopy Using an Implementation of the Flash Algorithm Within Ants. ISBI (2019)
Neda Jahanshad, Joshua Faskowitz, Gennady V. Roshchupkin, Derrek P. Hibar, Boris A. Gutman, Nicholas J. Tustison, Hieab H. Adams, Wiro J. Niessen, Meike W. Vernooij, Mohammad Arfan Ikram, Marcel P. Zwiers, Alejandro Arias-Vasquez, Barbara Franke, Jennifer L. Kroll, Benson Mwangi, Jair C. Soares, Alex Ing, Sylvane Desrivières, Gunter Schumann, Narelle K. Hansell, Greig I. de Zubicaray, Katie L. McMahon, Nicholas G. Martin, Margaret J. Wright, Paul M. Thompson
Multi-Site Meta-Analysis of Morphometry. IEEE ACM Trans. Comput. Biol. Bioinform. 16 (5) (2019)
Xue Feng, Nicholas J. Tustison, Craig H. Meyer
Brain Tumor Segmentation Using an Ensemble of 3D U-Nets and Overall Survival Prediction Using Radiomic Features. BrainLes@MICCAI (2) (2018)
Xue Feng, Nicholas J. Tustison, Craig H. Meyer
Brain Tumor Segmentation using an Ensemble of 3D U-Nets and Overall Survival Prediction using Radiomic Features. CoRR (2018)
Beau Pontre, Brett R. Cowan, Edward DiBella, Sancgeetha Kulaseharan, Devavrat Likhite, Nils Noorman, Lennart Tautz, Nicholas J. Tustison, Gert Wollny, Alistair A. Young, Avan Suinesiaputra
An Open Benchmark Challenge for Motion Correction of Myocardial Perfusion MRI. IEEE J. Biomed. Health Informatics 21 (5) (2017)
Eduardo Barbosa Jr., Scott Simpson, James C. Lee, Nicholas J. Tustison, James C. Gee, Haochang Shou
Multivariate modeling using quantitative CT metrics may improve accuracy of diagnosis of bronchiolitis obliterans syndrome after lung transplantation. Comput. Biol. Medicine 89 (2017)
Nicholas J. Tustison, K. L. Shrinidhi, Max Wintermark, Christopher R. Durst, Benjamin M. Kandel, James C. Gee, Murray C. Grossman, Brian B. Avants
Optimal Symmetric Multimodal Templates and Concatenated Random Forests for Supervised Brain Tumor Segmentation (Simplified) with ANTsR. Neuroinformatics 13 (2) (2015)
Bjoern H. Menze, András Jakab, Stefan Bauer, Jayashree Kalpathy-Cramer, Keyvan Farahani, Justin S. Kirby, Yuliya Burren, Nicole Porz, Johannes Slotboom, Roland Wiest, Levente Lanczi, Elizabeth R. Gerstner, Marc-André Weber, Tal Arbel, Brian B. Avants, Nicholas Ayache, Patricia Buendia, D. Louis Collins, Nicolas Cordier, Jason J. Corso, Antonio Criminisi, Tilak Das, Herve Delingette, Çagatay Demiralp, Christopher R. Durst, Michel Dojat, Senan Doyle, Joana Festa, Florence Forbes, Ezequiel Geremia, Ben Glocker, Polina Golland, Xiaotao Guo, Andac Hamamci, Khan M. Iftekharuddin, Raj Jena, Nigel M. John, Ender Konukoglu, Danial Lashkari, José Antonio Mariz, Raphael Meier, Sérgio Pereira, Doina Precup, Stephen J. Price, Tammy Riklin Raviv, Syed M. S. Reza, Michael T. Ryan, Duygu Sarikaya, Lawrence H. Schwartz, Hoo-Chang Shin, Jamie Shotton, Carlos A. Silva, Nuno Sousa, Nagesh K. Subbanna, Gábor Székely, Thomas J. Taylor, Owen M. Thomas, Nicholas J. Tustison, Gözde B. Ünal, Flor Vasseur, Max Wintermark, Dong Hye Ye, Liang Zhao, Binsheng Zhao, Darko Zikic, Marcel Prastawa, Mauricio Reyes, Koen Van Leemput
The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS). IEEE Trans. Medical Imaging 34 (10) (2015)
Nicholas J. Tustison, Philip A. Cook, Arno Klein, Gang Song, Sandhitsu R. Das, Jeffrey T. Duda, Benjamin M. Kandel, Niels van Strien, James R. Stone, James C. Gee, Brian B. Avants
Large-scale evaluation of ANTs and FreeSurfer cortical thickness measurements. NeuroImage 99 (2014)
Brian B. Avants, Nicholas J. Tustison, James C. Gee, Gang Song, Baohua Wu, Michael Stauffer
The Insight ToolKit image registration framework. Frontiers Neuroinformatics 8 (2014)
Nicholas J. Tustison, Yang Yang, Michael Salerno
Advanced Normalization Tools for Cardiac Motion Correction. STACOM (2014)
Brian B. Avants, Hans J. Johnson, Nicholas J. Tustison
Neuroinformatics and the The Insight ToolKit. Frontiers Neuroinformatics 9 (2014)
Nicholas J. Tustison, Brian B. Avants
Explicit B-spline regularization in diffeomorphic image registration. Frontiers Neuroinformatics 7 (2013)
Nicholas J. Tustison, Brian B. Avants
Diffeomorphic Directly Manipulated Free-Form Deformation Image Registration via Vector Field Flows. WBIR (2012)
Brian B. Avants, Nicholas J. Tustison, Gang Song, Baohua Wu, Michael Stauffer, Matthew McCormick, Hans J. Johnson, James C. Gee
A Unified Image Registration Framework for ITK. WBIR (2012)
Keelin Murphy, Bram van Ginneken, Joseph M. Reinhardt, Sven Kabus, Kai Ding, Xiang Deng, Kunlin Cao, Kaifang Du, Gary E. Christensen, Vincent Garcia, Tom Vercauteren, Nicholas Ayache, Olivier Commowick, Grégoire Malandain, Ben Glocker, Nikos Paragios, Nassir Navab, Vladlena Gorbunova, Jon Sporring, Marleen de Bruijne, Xiao Han, Mattias P. Heinrich, Julia A. Schnabel, Mark Jenkinson, Cristian Lorenz, Marc Modat, Jamie McClelland, Sébastien Ourselin, Sascha E. A. Muenzing, Max A. Viergever, Dante De Nigris, D. Louis Collins, Tal Arbel, Marta Peroni, Rui Li, Gregory C. Sharp, Alexander Schmidt-Richberg, Jan Ehrhardt, René Werner, Dirk Smeets, Dirk Loeckx, Gang Song, Nicholas J. Tustison, Brian B. Avants, James C. Gee, Marius Staring, Stefan Klein, Berend C. Stoel, Martin Urschler, Manuel Werlberger, Jef Vandemeulebroucke, Simon Rit, David Sarrut, Josien P. W. Pluim
Evaluation of Registration Methods on Thoracic CT: The EMPIRE10 Challenge. IEEE Trans. Medical Imaging 30 (11) (2011)
Nicholas J. Tustison, Brian B. Avants, Marcelo Siqueira, James C. Gee
Topological Well-Composedness and Glamorous Glue: A Digital Gluing Algorithm for Topologically Constrained Front Propagation. IEEE Trans. Image Process. 20 (6) (2011)
Brian B. Avants, Nicholas J. Tustison, Gang Song, Philip A. Cook, Arno Klein, James C. Gee
A reproducible evaluation of ANTs similarity metric performance in brain image registration. NeuroImage 54 (3) (2011)
Brian B. Avants, Nicholas J. Tustison, Jue Wu, Philip A. Cook, James C. Gee
An Open Source Multivariate Framework for n-Tissue Segmentation with Evaluation on Public Data. Neuroinformatics 9 (4) (2011)
Nicholas J. Tustison, Suyash P. Awate, Gang Song, Tessa Sundaram Cook, James C. Gee
Point Set Registration Using Havrda-Charvat-Tsallis Entropy Measures. IEEE Trans. Medical Imaging 30 (2) (2011)
Nicholas J. Tustison, Brian B. Avants, Philip A. Cook, Yuanjie Zheng, Alexander Egan, Paul A. Yushkevich, James C. Gee
N4ITK: Improved N3 Bias Correction. IEEE Trans. Medical Imaging 29 (6) (2010)
Brian B. Avants, Philip A. Cook, Corey McMillan, Murray Grossman, Nicholas J. Tustison, Yuanjie Zheng, James C. Gee
Sparse Unbiased Analysis of Anatomical Variance in Longitudinal Imaging. MICCAI (1) (2010)
Nicholas J. Tustison, Suyash P. Awate, Gang Song, Tessa Sundaram Cook, James C. Gee
A New Information-Theoretic Measure to Control the Robustness-Sensitivity Trade-Off for DMFFD Point-Set Registration. IPMI (2009)
Gang Song, Eduardo Barbosa Jr., Nicholas J. Tustison, James C. Gee, Warren B. Gefter, Maryl Kreider, Drew A. Torigian
Computational Analysis of HRCT Images for Characterization and Differentiation of ILD and COPD. ISBI (2009)
Nicholas J. Tustison, Brian B. Avants, James C. Gee
Directly Manipulated Free-Form Deformation Image Registration. IEEE Trans. Image Process. 18 (3) (2009)
Nicholas J. Tustison, Suyash P. Awate, Talissa A. Altes, James C. Gee, Jing Cai, G. Wilson Miller, Eduard E. de Lange, John P. Mugler III
Point-set registration of tagged HE-3 images using a structurally-based Jensen-Shannon divergence measure within a deterministic annealing framework. ISBI (2008)
Marcelo Siqueira, Longin Jan Latecki, Nicholas J. Tustison, Jean H. Gallier, James C. Gee
Topological Repairing of 3D Digital Images. J. Math. Imaging Vis. 30 (3) (2008)
Nicholas J. Tustison, Brian B. Avants, James C. Gee
Improved FFD B-Spline Image Registration. ICCV (2007)
Tessa Sundaram Cook, Nicholas J. Tustison, Jürgen Biederer, Ralf Tetzlaff, James C. Gee
How Do Registration Parameters Affect Quantitation of Lung Kinematics? MICCAI (1) (2007)
Nicholas J. Tustison, Talissa A. Altes, James C. Gee, Jing Cai, Eduard E. de Lange, John P. Mugler III
Pulmonary Kinematics from Hyperpolarized Helium-3 Tagged Magnetic Resonance Imaging. ISBI (2007)
Nicholas J. Tustison, Brian B. Avants, Tessa A. Sundaram, Jeffrey T. Duda, James C. Gee
A Generalization of Free-Form Deformation Image Registration Within the ITK Finite Element Framework. WBIR (2006)
Nicholas J. Tustison, Amir A. Amini
Biventricular myocardial strains via nonrigid registration of AnFigatomical NURBS models. IEEE Trans. Medical Imaging 25 (1) (2006)
Nicholas J. Tustison, James C. Gee
B-Spline Scattered Data Approximation with Confidence Values. MIAR (2006)
Zhuang Song, Nicholas J. Tustison, Brian B. Avants, James C. Gee
Adaptive graph cuts with tissue priors for brain MRI segmentation. ISBI (2006)
Zhuang Song, Nicholas J. Tustison, Brian B. Avants, James C. Gee
Integrated Graph Cuts for Brain MRI Segmentation. MICCAI (2) (2006)
Nicholas J. Tustison, Dana Abendschein, Amir A. Amini
Biventricular Myocardial Kinematics Based on Tagged MRI from Anatomical NURBS Models. CVPR (2) (2004)
Nicholas J. Tustison, Victor G. Dávila-Román, Amir A. Amini
Myocardial kinematics from tagged MRI based on a 4-D B-spline model. IEEE Trans. Biomed. Eng. 50 (8) (2003)
Nicholas J. Tustison, Dana Abendschein, Victor G. Dávila-Román, Amir A. Amini
Myocardial Strain Imaging with Tagged MRI. ICPR (1) (2002)