Charles R. G. Guttmann

According to our database, Charles R. G. Guttmann authored at least 36 papers between 1998 and 2022.

Collaborative distances:

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

2022

Assessing clinical utility of machine learning and artificial intelligence approaches to analyze speech recordings in multiple sclerosis: A pilot study.

Emil Svoboda, Tomás Boril, Jan Rusz, Tereza Tykalová, Dana Horáková, Charles R. G. Guttmann, Krastan B. Blagoev, Hiroto Hatabu, Vlad I. Valtchinov

Comput. Biol. Medicine, 2022

2017

Boutiques: a flexible framework for automated application integration in computing platforms.

Tristan Glatard, Gregory Kiar, Tristan Aumentado-Armstrong, Natacha Beck, Pierre Bellec, Rémi Bernard, Axel Bonnet, Sorina Camarasu-Pop, Frédéric Cervenansky, Samir Das, Rafael Ferreira da Silva, Guillaume Flandin, Pascal Girard, Krzysztof J. Gorgolewski, Charles R. G. Guttmann, Valérie Hayot-Sasson, Pierre-Olivier Quirion, Pierre Rioux, Marc-Etienne Rousseau, Alan C. Evans

CoRR, 2017

Large deep neural networks for MS lesion segmentation.

Juan-Carlos Prieto, Michele Cavallari, Miklos Palotai, Alfredo Morales Pinzón, Svetlana Egorova, Martin Styner, Charles R. G. Guttmann

Proceedings of the Medical Imaging 2017: Image Processing, 2017

Transfer Learning for Domain Adaptation in MRI: Application in Brain Lesion Segmentation.

Mohsen Ghafoorian, Alireza Mehrtash, Tina Kapur, Nico Karssemeijer, Elena Marchiori, Mehran Pesteie, Charles R. G. Guttmann, Frank-Erik de Leeuw, Clare M. Tempany, Bram van Ginneken, Andriy Fedorov, Purang Abolmaesumi, Bram Platel, William M. Wells III

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

2016

Classification of multiple sclerosis lesion evolution patterns a study based on unsupervised clustering of asynchronous time-series.

Simon Mure, Thomas Grenier, Charles R. G. Guttmann, François Cotton, Hugues Benoit-Cattin

Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Unsupervised time-series clustering of distorted and asynchronous temporal patterns.

Simon Mure, Thomas Grenier, Charles R. G. Guttmann, Hugues Benoit-Cattin

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015

Unsupervised spatio-temporal filtering of image sequences. A mean-shift specification.

Simon Mure, Thomas Grenier, Dominik S. Meier, Charles R. G. Guttmann, Hugues Benoit-Cattin

Pattern Recognit. Lett., 2015

Using multiple imputation to efficiently correct cerebral MRI whole brain lesion and atrophy data in patients with multiple sclerosis.

Alicia S. Chua, Svetlana Egorova, Mark C. Anderson, Mariann Polgar-Turcsanyi, Tanuja Chitnis, Howard L. Weiner, Charles R. G. Guttmann, Rohit Bakshi, Brian C. Healy

NeuroImage, 2015

2011

Cognitive profile and brain morphological changes in obstructive sleep apnea.

Federico Torelli, Nicola Moscufo, Girolamo Garreffa, Fabio Placidi, Andrea Romigi, Silvana Zannino, Marco Bozzali, Fabrizio Fasano, Giovanni Giulietti, Ina Djonlagic, Atul Malhotra, Maria Grazia Marciani, Charles R. G. Guttmann

NeuroImage, 2011

2010

Disease modeling in multiple sclerosis: Assessment and quantification of sources of variability in brain parenchymal fraction measurements.

Mehul P. Sampat, Brian C. Healy, Dominik S. Meier, Elisa Dell'Oglio, Maria Liguori, Charles R. G. Guttmann

NeuroImage, 2010

Reliability and validity of MRI-based automated volumetry software relative to auto-assisted manual measurement of subcortical structures in HIV-infected patients from a multisite study.

Jeffrey Dewey, George Hana, Troy Russell, Jared Price, Daniel McCaffrey, Jaroslaw Harezlak, Ekta Sem, Joy C. Anyanwu, Charles R. G. Guttmann, Bradford Navia, Ronald Cohen, David F. Tate

NeuroImage, 2010

2009

3 T MRI relaxometry detects T2 prolongation in the cerebral normal-appearing white matter in multiple sclerosis.

Mohit Neema, Daniel Goldberg-Zimring, Zachary D. Guss, Brian C. Healy, Charles R. G. Guttmann, Maria K. Houtchens, Howard L. Weiner, Mark A. Horsfield, David B. Hackney, David C. Alsop, Rohit Bakshi

NeuroImage, 2009

2007

Incorporating Domain Knowledge Into the Fuzzy Connectedness Framework: Application to Brain Lesion Volume Estimation in Multiple Sclerosis.

Mark A. Horsfield, Rohit Bakshi, Marco Rovaris, Maria Assunta Rocca, V. S. R. Dandamudi, Paola Valsasina, Elda Judica, F. Lucchini, Charles R. G. Guttmann, Maria Pia Sormani, Massimo Filippi

IEEE Trans. Medical Imaging, 2007

MRI intensity nonuniformity correction using simultaneously spatial and gray-level histogram information.

Julien Milles, Yue Min Zhu, Gérard Gimenez, Charles R. G. Guttmann, Isabelle E. Magnin

Comput. Medical Imaging Graph., 2007

2006

Computation of Transmitted and Received B1 Fields in Magnetic Resonance Imaging.

Julien Milles, Yue Min Zhu, Nankuei Chen, Lawrence P. Panych, Gérard Gimenez, Charles R. G. Guttmann

IEEE Trans. Biomed. Eng., 2006

Automated segmentation of multiple sclerosis lesion subtypes with multichannel MRI.

Ying Wu, Simon K. Warfield, I. Leng Tan, William M. Wells III, Dominik S. Meier, Ronald A. van Schijndel, Frederik Barkhof, Charles R. G. Guttmann

NeuroImage, 2006

MRI time series modeling of MS lesion development.

Dominik S. Meier, Charles R. G. Guttmann

NeuroImage, 2006

2004

Functional MRI of auditory verbal working memory: long-term reproducibility analysis.

Xingchang Wei, Seung-Schik Yoo, Chandlee C. Dickey, Kelly H. Zou, Charles R. G. Guttmann, Lawrence P. Panych

NeuroImage, 2004

A method for the analysis of the geometrical relationship between white matter pathology and the vascular architecture of the brain.

Dorota Kozinska, Christopher M. Holland, Karl Krissian, Carl-Fredrik Westin, Charles R. G. Guttmann

NeuroImage, 2004

MRI intensity nonuniformity correction using simultaneously spatial and gray-level histogram information.

Julien Milles, Yue Min Zhu, Nankuei Chen, Lawrence P. Panych, Gérard Gimenez, Charles R. G. Guttmann

Proceedings of the Medical Imaging 2004: Image Processing, 2004

2003

Time-series analysis of MRI intensity patterns in multiple sclerosis.

Dominik S. Meier, Charles R. G. Guttmann

NeuroImage, 2003

Functional MRI with variable echo time acquisition.

Nan-kuei Chen, Svetlana Egorova, Charles R. G. Guttmann, Lawrence P. Panych

NeuroImage, 2003

Selection of voxel size and slice orientation for fMRI in the presence of susceptibility field gradients: application to imaging of the amygdala.

Nankuei Chen, Chandlee C. Dickey, Seung-Schik Yoo, Charles R. G. Guttmann, Lawrence P. Panych

NeuroImage, 2003

Holographic Video Display of Time-Series Volumetric Medical Data.

Wendy Plesniak, Michael Halle, Steven D. Pieper, William M. Wells III, Marianna Jakab, Dominik S. Meier, Stephen A. Benton, Charles R. G. Guttmann, Ron Kikinis

Proceedings of the 14th IEEE Visualization Conference, 2003

Diffusion Tensor and Functional MRI Fusion with Anatomical MRI for Image-Guided Neurosurgery.

Ion-Florin Talos, Lauren O'Donnell, Carl-Fredrik Westin, Simon K. Warfield, William M. Wells III, Seung-Schik Yoo, Lawrence P. Panych, Alexandra J. Golby, Hatsuho Mamata, Stefan S. Maier, Peter Ratiu, Charles R. G. Guttmann, Peter M. Black, Ferenc A. Jolesz, Ron Kikinis

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003

Computation of transmitted and received B₁ fields in magnetic resonance imaging.

Julien Milles, Yue Min Zhu, Nankuei Chen, Lawrence P. Panych, Gérard Gimenez, Charles R. G. Guttmann

Proceedings of the CARS 2003. Computer Assisted Radiology and Surgery. Proceedings of the 17th International Congress and Exhibition, 2003

2002

Automatic Statistical Identification of Neuroanatomical Abnormalities between Different Populations.

Alexandre Guimond, Svetlana Egorova, Ronald J. Killiany, Marilyn S. Albert, Charles R. G. Guttmann

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2002

Deformable registration of DT-MRI data based on transformation invariant tensor characteristics.

Alexandre Guimond, Charles R. G. Guttmann, Simon K. Warfield, Carl-Fredrik Westin

Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002

2001

Multiresolution Data Acquisition and Detection in Functional MRI.

Seung-Schik Yoo, Charles R. G. Guttmann, Lawrence P. Panych

NeuroImage, 2001

A Novel Nonrigid Registration Algorithm and Applications.

Jan Rexilius, Simon K. Warfield, Charles R. G. Guttmann, X. Wei, R. Benson, L. Wolfson, Martha Elizabeth Shenton, Heinz Handels, Ron Kikinis

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2001

Unsupervised and Adaptive Segmentation of Multispectral 3D Magnetic Resonance Images of Human Brain: A Generic Approach.

Chahin Pachai, Yue Min Zhu, Charles R. G. Guttmann, Ron Kikinis, Ferenc A. Jolesz, Gérard Gimenez, Jean-Claude Froment, Christian Confavreux, Simon K. Warfield

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2001

2000

Exploring the discrimination power of the time domain for segmentation and characterization of active lesions in serial MR data.

Guido Gerig, Daniel Welti, Charles R. G. Guttmann, Alan C. F. Colchester, Gábor Székely

Medical Image Anal., 2000

1999

Fractional Segmentation of White Matter.

Simon K. Warfield, Carl-Fredrik Westin, Charles R. G. Guttmann, Marilyn S. Albert, Ferenc A. Jolesz, Ron Kikinis

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 1999

3D Image Matching Using a Finite Element Based Elastic Deformation Model.

Matthieu Ferrant, Simon K. Warfield, Charles R. G. Guttmann, Robert V. Mulkern, Ferenc A. Jolesz, Ron Kikinis

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 1999

1998

Feature-Based Registration of Medical Images: Estimation and Validation of the Pose Accuracy.

Xavier Pennec, Charles R. G. Guttmann, Jean-Philippe Thirion

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 1998

Exploring the Discrimination Power of the Time Domain for Segmentation and Characterization of Lesions in Serial MR Data.

Guido Gerig, Daniel Welti, Charles R. G. Guttmann, Alan C. F. Colchester, Gábor Székely

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 1998