Nature Communications (Nov 2017)
The challenge of mapping the human connectome based on diffusion tractography
- Klaus H. Maier-Hein,
- Peter F. Neher,
- Jean-Christophe Houde,
- Marc-Alexandre Côté,
- Eleftherios Garyfallidis,
- Jidan Zhong,
- Maxime Chamberland,
- Fang-Cheng Yeh,
- Ying-Chia Lin,
- Qing Ji,
- Wilburn E. Reddick,
- John O. Glass,
- David Qixiang Chen,
- Yuanjing Feng,
- Chengfeng Gao,
- Ye Wu,
- Jieyan Ma,
- Renjie He,
- Qiang Li,
- Carl-Fredrik Westin,
- Samuel Deslauriers-Gauthier,
- J. Omar Ocegueda González,
- Michael Paquette,
- Samuel St-Jean,
- Gabriel Girard,
- François Rheault,
- Jasmeen Sidhu,
- Chantal M. W. Tax,
- Fenghua Guo,
- Hamed Y. Mesri,
- Szabolcs Dávid,
- Martijn Froeling,
- Anneriet M. Heemskerk,
- Alexander Leemans,
- Arnaud Boré,
- Basile Pinsard,
- Christophe Bedetti,
- Matthieu Desrosiers,
- Simona Brambati,
- Julien Doyon,
- Alessia Sarica,
- Roberta Vasta,
- Antonio Cerasa,
- Aldo Quattrone,
- Jason Yeatman,
- Ali R. Khan,
- Wes Hodges,
- Simon Alexander,
- David Romascano,
- Muhamed Barakovic,
- Anna Auría,
- Oscar Esteban,
- Alia Lemkaddem,
- Jean-Philippe Thiran,
- H. Ertan Cetingul,
- Benjamin L. Odry,
- Boris Mailhe,
- Mariappan S. Nadar,
- Fabrizio Pizzagalli,
- Gautam Prasad,
- Julio E. Villalon-Reina,
- Justin Galvis,
- Paul M. Thompson,
- Francisco De Santiago Requejo,
- Pedro Luque Laguna,
- Luis Miguel Lacerda,
- Rachel Barrett,
- Flavio Dell’Acqua,
- Marco Catani,
- Laurent Petit,
- Emmanuel Caruyer,
- Alessandro Daducci,
- Tim B. Dyrby,
- Tim Holland-Letz,
- Claus C. Hilgetag,
- Bram Stieltjes,
- Maxime Descoteaux
Affiliations
- Klaus H. Maier-Hein
- Division of Medical Image Computing, German Cancer Research Center (DKFZ)
- Peter F. Neher
- Division of Medical Image Computing, German Cancer Research Center (DKFZ)
- Jean-Christophe Houde
- Sherbrooke Connectivity Imaging Lab (SCIL), Université de Sherbrooke
- Marc-Alexandre Côté
- Sherbrooke Connectivity Imaging Lab (SCIL), Université de Sherbrooke
- Eleftherios Garyfallidis
- Sherbrooke Connectivity Imaging Lab (SCIL), Université de Sherbrooke
- Jidan Zhong
- Krembil Research Institute, University Health Network
- Maxime Chamberland
- Sherbrooke Connectivity Imaging Lab (SCIL), Université de Sherbrooke
- Fang-Cheng Yeh
- Department of Neurological Surgery, University of Pittsburgh School of Medicine
- Ying-Chia Lin
- IMT—Institute for Advanced Studies
- Qing Ji
- Department of Diagnostic Imaging, St. Jude Children’s Research Hospital
- Wilburn E. Reddick
- Department of Diagnostic Imaging, St. Jude Children’s Research Hospital
- John O. Glass
- Department of Diagnostic Imaging, St. Jude Children’s Research Hospital
- David Qixiang Chen
- University of Toronto Institute of Medical Science
- Yuanjing Feng
- Institute of Information Processing and Automation, Zhejiang University of Technology
- Chengfeng Gao
- Institute of Information Processing and Automation, Zhejiang University of Technology
- Ye Wu
- Institute of Information Processing and Automation, Zhejiang University of Technology
- Jieyan Ma
- United Imaging Healthcare Co.
- Renjie He
- United Imaging Healthcare Co.
- Qiang Li
- United Imaging Healthcare Co.
- Carl-Fredrik Westin
- Laboratory of Mathematics in Imaging, Harvard Medical School
- Samuel Deslauriers-Gauthier
- Sherbrooke Connectivity Imaging Lab (SCIL), Université de Sherbrooke
- J. Omar Ocegueda González
- Center for Research in Mathematics
- Michael Paquette
- Sherbrooke Connectivity Imaging Lab (SCIL), Université de Sherbrooke
- Samuel St-Jean
- Sherbrooke Connectivity Imaging Lab (SCIL), Université de Sherbrooke
- Gabriel Girard
- Sherbrooke Connectivity Imaging Lab (SCIL), Université de Sherbrooke
- François Rheault
- Sherbrooke Connectivity Imaging Lab (SCIL), Université de Sherbrooke
- Jasmeen Sidhu
- Sherbrooke Connectivity Imaging Lab (SCIL), Université de Sherbrooke
- Chantal M. W. Tax
- PROVIDI Lab, Image Sciences Institute, University Medical Center Utrecht
- Fenghua Guo
- PROVIDI Lab, Image Sciences Institute, University Medical Center Utrecht
- Hamed Y. Mesri
- PROVIDI Lab, Image Sciences Institute, University Medical Center Utrecht
- Szabolcs Dávid
- PROVIDI Lab, Image Sciences Institute, University Medical Center Utrecht
- Martijn Froeling
- Department of Radiology, University Medical Center Utrecht
- Anneriet M. Heemskerk
- PROVIDI Lab, Image Sciences Institute, University Medical Center Utrecht
- Alexander Leemans
- PROVIDI Lab, Image Sciences Institute, University Medical Center Utrecht
- Arnaud Boré
- Centre de recherche institut universitaire de geriatrie de Montreal (CRIUGM), Université de Montréal
- Basile Pinsard
- Centre de recherche institut universitaire de geriatrie de Montreal (CRIUGM), Université de Montréal
- Christophe Bedetti
- Centre de recherche institut universitaire de geriatrie de Montreal (CRIUGM), Université de Montréal
- Matthieu Desrosiers
- Centre de recherche institut universitaire de geriatrie de Montreal (CRIUGM), Université de Montréal
- Simona Brambati
- Centre de recherche institut universitaire de geriatrie de Montreal (CRIUGM), Université de Montréal
- Julien Doyon
- Centre de recherche institut universitaire de geriatrie de Montreal (CRIUGM), Université de Montréal
- Alessia Sarica
- Neuroimaging Unit, Institute of Bioimaging and Molecular Physiology (IBFM), National Research Council (CNR), Policlinico Magna Graecia
- Roberta Vasta
- Neuroimaging Unit, Institute of Bioimaging and Molecular Physiology (IBFM), National Research Council (CNR), Policlinico Magna Graecia
- Antonio Cerasa
- Neuroimaging Unit, Institute of Bioimaging and Molecular Physiology (IBFM), National Research Council (CNR), Policlinico Magna Graecia
- Aldo Quattrone
- Neuroimaging Unit, Institute of Bioimaging and Molecular Physiology (IBFM), National Research Council (CNR), Policlinico Magna Graecia
- Jason Yeatman
- Institute for Learning & Brain Sciences and Department of Speech & Hearing Sciences, University of Washington
- Ali R. Khan
- Departments of Medical Biophysics & Medical Imaging, Schulich School of Medicine and Dentistry, Western University
- Wes Hodges
- Synaptive Medical Inc.
- Simon Alexander
- Synaptive Medical Inc.
- David Romascano
- Signal Processing Lab (LTS5), Ecole Polytechnique Federale de Lausanne
- Muhamed Barakovic
- Signal Processing Lab (LTS5), Ecole Polytechnique Federale de Lausanne
- Anna Auría
- Signal Processing Lab (LTS5), Ecole Polytechnique Federale de Lausanne
- Oscar Esteban
- Biomedical Image Technologies (BIT), ETSI Telecom., U. Politécnica de Madrid and CIBER-BBN
- Alia Lemkaddem
- Signal Processing Lab (LTS5), Ecole Polytechnique Federale de Lausanne
- Jean-Philippe Thiran
- Signal Processing Lab (LTS5), Ecole Polytechnique Federale de Lausanne
- H. Ertan Cetingul
- Medical Imaging Technologies, Siemens Healthcare
- Benjamin L. Odry
- Medical Imaging Technologies, Siemens Healthcare
- Boris Mailhe
- Medical Imaging Technologies, Siemens Healthcare
- Mariappan S. Nadar
- Medical Imaging Technologies, Siemens Healthcare
- Fabrizio Pizzagalli
- Imaging Genetics Center, Stevens Neuro Imaging and Informatics Institute, Keck School of Medicine of USC
- Gautam Prasad
- Imaging Genetics Center, Stevens Neuro Imaging and Informatics Institute, Keck School of Medicine of USC
- Julio E. Villalon-Reina
- Imaging Genetics Center, Stevens Neuro Imaging and Informatics Institute, Keck School of Medicine of USC
- Justin Galvis
- Imaging Genetics Center, Stevens Neuro Imaging and Informatics Institute, Keck School of Medicine of USC
- Paul M. Thompson
- Imaging Genetics Center, Stevens Neuro Imaging and Informatics Institute, Keck School of Medicine of USC
- Francisco De Santiago Requejo
- NatBrainLab, Institute of Psychiatry, Psychology & Neuroscience, King’s College London
- Pedro Luque Laguna
- NatBrainLab, Institute of Psychiatry, Psychology & Neuroscience, King’s College London
- Luis Miguel Lacerda
- NatBrainLab, Institute of Psychiatry, Psychology & Neuroscience, King’s College London
- Rachel Barrett
- NatBrainLab, Institute of Psychiatry, Psychology & Neuroscience, King’s College London
- Flavio Dell’Acqua
- NatBrainLab, Institute of Psychiatry, Psychology & Neuroscience, King’s College London
- Marco Catani
- NatBrainLab, Institute of Psychiatry, Psychology & Neuroscience, King’s College London
- Laurent Petit
- Groupe d’imagerie Neurofonctionnelle—Institut des Maladies Neurodégénératives (GIN-IMN), UMR5293 CNRS, CEA, University of Bordeaux
- Emmanuel Caruyer
- Centre national de la recherche scientifique (CNRS), Institute for Research in IT and Random Systems (IRISA)
- Alessandro Daducci
- Signal Processing Lab (LTS5), Ecole Polytechnique Federale de Lausanne
- Tim B. Dyrby
- Danish Research Centre for Magnetic Resonance, Center for Functional and Diagnostic Imaging and Research, Copenhagen University Hospital Hvidovre
- Tim Holland-Letz
- Division of Biostatistics, German Cancer Research Center (DKFZ)
- Claus C. Hilgetag
- Department of Computational Neuroscience, University Medical Center Eppendorf
- Bram Stieltjes
- University Hospital Basel, Radiology & Nuclear Medicine Clinic
- Maxime Descoteaux
- Sherbrooke Connectivity Imaging Lab (SCIL), Université de Sherbrooke
- DOI
- https://doi.org/10.1038/s41467-017-01285-x
- Journal volume & issue
-
Vol. 8,
no. 1
pp. 1 – 13
Abstract
Though tractography is widely used, it has not been systematically validated. Here, authors report results from 20 groups showing that many tractography algorithms produce both valid and invalid bundles.
