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Charles R. G. Guttmann
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2020 – today
- 2022
- [j19]Emil Svoboda
, Tomás Boril, Jan Rusz, Tereza Tykalová, Dana Horáková
, Charles R. G. Guttmann, Krastan B. Blagoev, Hiroto Hatabu, Vlad I. Valtchinov
:
Assessing clinical utility of machine learning and artificial intelligence approaches to analyze speech recordings in multiple sclerosis: A pilot study. Comput. Biol. Medicine 148: 105853 (2022) - 2021
- [i3]Emil Svoboda, Tomás Boril, Jan Rusz, Tereza Tykalová, Dana Horáková, Charles R. G. Guttmann, Krastan B. Blagoev, Hiroto Hatabu, Vlad I. Valtchinov:
Assessing clinical utility of Machine Learning and Artificial Intelligence approaches to analyze speech recordings in Multiple Sclerosis: A Pilot Study. CoRR abs/2109.09844 (2021)
2010 – 2019
- 2017
- [c16]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:
Transfer Learning for Domain Adaptation in MRI: Application in Brain Lesion Segmentation. MICCAI (3) 2017: 516-524 - [c15]Juan-Carlos Prieto, Michele Cavallari, Miklos Palotai, Alfredo Morales Pinzón, Svetlana Egorova
, Martin Styner, Charles R. G. Guttmann:
Large deep neural networks for MS lesion segmentation. Medical Imaging: Image Processing 2017: 101330F - [i2]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:
Transfer Learning for Domain Adaptation in MRI: Application in Brain Lesion Segmentation. CoRR abs/1702.07841 (2017) - [i1]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:
Boutiques: a flexible framework for automated application integration in computing platforms. CoRR abs/1711.09713 (2017) - 2016
- [c14]Simon Mure, Thomas Grenier
, Charles R. G. Guttmann, Hugues Benoit-Cattin:
Unsupervised time-series clustering of distorted and asynchronous temporal patterns. ICASSP 2016: 1263-1267 - [c13]Simon Mure, Thomas Grenier
, Charles R. G. Guttmann, François Cotton, Hugues Benoit-Cattin:
Classification of multiple sclerosis lesion evolution patterns a study based on unsupervised clustering of asynchronous time-series. ISBI 2016: 1315-1319 - 2015
- [j18]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:
Using multiple imputation to efficiently correct cerebral MRI whole brain lesion and atrophy data in patients with multiple sclerosis. NeuroImage 119: 81-88 (2015) - [j17]Simon Mure, Thomas Grenier
, Dominik S. Meier, Charles R. G. Guttmann, Hugues Benoit-Cattin:
Unsupervised spatio-temporal filtering of image sequences. A mean-shift specification. Pattern Recognit. Lett. 68: 48-55 (2015) - 2011
- [j16]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
:
Cognitive profile and brain morphological changes in obstructive sleep apnea. NeuroImage 54(2): 787-793 (2011) - 2010
- [j15]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:
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. NeuroImage 51(4): 1334-1344 (2010) - [j14]Mehul P. Sampat, Brian C. Healy, Dominik S. Meier, Elisa Dell'Oglio, Maria Liguori
, Charles R. G. Guttmann
:
Disease modeling in multiple sclerosis: Assessment and quantification of sources of variability in brain parenchymal fraction measurements. NeuroImage 52(4): 1367-1373 (2010)
2000 – 2009
- 2009
- [j13]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:
3 T MRI relaxometry detects T2 prolongation in the cerebral normal-appearing white matter in multiple sclerosis. NeuroImage 46(3): 633-641 (2009) - 2007
- [j12]Julien Milles, Yue Min Zhu
, Gérard Gimenez, Charles R. G. Guttmann
, Isabelle E. Magnin:
MRI intensity nonuniformity correction using simultaneously spatial and gray-level histogram information. Comput. Medical Imaging Graph. 31(2): 81-90 (2007) - [j11]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
:
Incorporating Domain Knowledge Into the Fuzzy Connectedness Framework: Application to Brain Lesion Volume Estimation in Multiple Sclerosis. IEEE Trans. Medical Imaging 26(12): 1670-1680 (2007) - 2006
- [j10]Dominik S. Meier, Charles R. G. Guttmann
:
MRI time series modeling of MS lesion development. NeuroImage 32(2): 531-537 (2006) - [j9]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
:
Automated segmentation of multiple sclerosis lesion subtypes with multichannel MRI. NeuroImage 32(3): 1205-1215 (2006) - [j8]Julien Milles, Yue Min Zhu
, Nankuei Chen
, Lawrence P. Panych, Gérard Gimenez, Charles R. G. Guttmann
:
Computation of Transmitted and Received B1 Fields in Magnetic Resonance Imaging. IEEE Trans. Biomed. Eng. 53(5): 885-895 (2006) - 2004
- [j7]Xingchang Wei, Seung-Schik Yoo, Chandlee C. Dickey, Kelly H. Zou, Charles R. G. Guttmann
, Lawrence P. Panych:
Functional MRI of auditory verbal working memory: long-term reproducibility analysis. NeuroImage 21(3): 1000-1008 (2004) - [j6]Dorota Kozinska, Christopher M. Holland, Karl Krissian, Carl-Fredrik Westin, Charles R. G. Guttmann
:
A method for the analysis of the geometrical relationship between white matter pathology and the vascular architecture of the brain. NeuroImage 22(4): 1671-1678 (2004) - [c12]Julien Milles, Yue Min Zhu
, Nankuei Chen
, Lawrence P. Panych, Gérard Gimenez, Charles R. G. Guttmann:
MRI intensity nonuniformity correction using simultaneously spatial and gray-level histogram information. Medical Imaging: Image Processing 2004 - 2003
- [j5]Nankuei Chen
, Chandlee C. Dickey, Seung-Schik Yoo, Charles R. G. Guttmann
, Lawrence P. Panych:
Selection of voxel size and slice orientation for fMRI in the presence of susceptibility field gradients: application to imaging of the amygdala. NeuroImage 19(3): 817-825 (2003) - [j4]Dominik S. Meier, Charles R. G. Guttmann
:
Time-series analysis of MRI intensity patterns in multiple sclerosis. NeuroImage 20(2): 1193-1209 (2003) - [j3]Nan-kuei Chen
, Svetlana Egorova
, Charles R. G. Guttmann
, Lawrence P. Panych:
Functional MRI with variable echo time acquisition. NeuroImage 20(4): 2062-2070 (2003) - [c11]Julien Milles, Yue Min Zhu, Nankuei Chen, Lawrence P. Panych, Gérard Gimenez, Charles R. G. Guttmann:
Computation of transmitted and received B1 fields in magnetic resonance imaging. CARS 2003: 1323 - [c10]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:
Diffusion Tensor and Functional MRI Fusion with Anatomical MRI for Image-Guided Neurosurgery. MICCAI (1) 2003: 407-415 - [c9]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:
Holographic Video Display of Time-Series Volumetric Medical Data. IEEE Visualization 2003: 589-596 - 2002
- [c8]Alexandre Guimond, Charles R. G. Guttmann, Simon K. Warfield
, Carl-Fredrik Westin:
Deformable registration of DT-MRI data based on transformation invariant tensor characteristics. ISBI 2002: 761-764 - [c7]Alexandre Guimond, Svetlana Egorova
, Ronald J. Killiany, Marilyn S. Albert, Charles R. G. Guttmann:
Automatic Statistical Identification of Neuroanatomical Abnormalities between Different Populations. MICCAI (1) 2002: 785-792 - 2001
- [j2]Seung-Schik Yoo, Charles R. G. Guttmann
, Lawrence P. Panych:
Multiresolution Data Acquisition and Detection in Functional MRI. NeuroImage 14(6): 1476-1485 (2001) - [c6]Jan Rexilius, Simon K. Warfield, Charles R. G. Guttmann, X. Wei, R. Benson, L. Wolfson, Martha Elizabeth Shenton, Heinz Handels
, Ron Kikinis:
A Novel Nonrigid Registration Algorithm and Applications. MICCAI 2001: 923-931 - [c5]Chahin Pachai, Yue Min Zhu
, Charles R. G. Guttmann, Ron Kikinis, Ferenc A. Jolesz, Gérard Gimenez, Jean-Claude Froment, Christian Confavreux, Simon K. Warfield:
Unsupervised and Adaptive Segmentation of Multispectral 3D Magnetic Resonance Images of Human Brain: A Generic Approach. MICCAI 2001: 1067-1074 - 2000
- [j1]Guido Gerig, Daniel Welti, Charles R. G. Guttmann
, Alan C. F. Colchester, Gábor Székely:
Exploring the discrimination power of the time domain for segmentation and characterization of active lesions in serial MR data. Medical Image Anal. 4(1): 31-42 (2000)
1990 – 1999
- 1999
- [c4]Simon K. Warfield, Carl-Fredrik Westin, Charles R. G. Guttmann, Marilyn S. Albert, Ferenc A. Jolesz, Ron Kikinis:
Fractional Segmentation of White Matter. MICCAI 1999: 62-71 - [c3]Matthieu Ferrant, Simon K. Warfield, Charles R. G. Guttmann, Robert V. Mulkern, Ferenc A. Jolesz, Ron Kikinis:
3D Image Matching Using a Finite Element Based Elastic Deformation Model. MICCAI 1999: 202-209 - 1998
- [c2]Guido Gerig, Daniel Welti, Charles R. G. Guttmann, Alan C. F. Colchester, Gábor Székely:
Exploring the Discrimination Power of the Time Domain for Segmentation and Characterization of Lesions in Serial MR Data. MICCAI 1998: 469-480 - [c1]Xavier Pennec
, Charles R. G. Guttmann, Jean-Philippe Thirion:
Feature-Based Registration of Medical Images: Estimation and Validation of the Pose Accuracy. MICCAI 1998: 1107-1114
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