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Network analysis shows decreased ipsilesional structural connectivity in glioma patients
Gliomas that infiltrate networks and systems, such as the motor system, often lead to substantial functional impairment in multiple …
Lucius S. Fekonja
,
Ziqian Wang
,
Alberto Cacciola
,
Timo Roine
,
D. Admin
,
Darius Mewes
,
Sebastian Vellmer
,
Peter Vajkoczy
,
Thomas Picht
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Biomedical image analysis competitions: The state of current participation practice
The number of international benchmarking competitions is steadily increasing in various fields of machine learning (ML) research and …
Matthias Eisenmann
,
Annika Reinke
,
Vivienn Weru
,
Minu Dietlinde Tizabi
,
Fabian Isensee
,
Tim J. Adler
,
Patrick Godau
,
Veronika Cheplygina
,
Michal Kozubek
,
Sharib Ali
,
Et Al
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Tractography dissection variability: What happens when 42 groups dissect 14 white matter bundles on the same dataset?
White matter bundle segmentation using diffusion MRI fiber tractography has become the method of choice to identify white matter fiber …
Kurt G. Schilling
,
François Rheault
,
Laurent Petit
,
Colin B. Hansen
,
Vishwesh Nath
,
Fang-Cheng Yeh
,
Gabriel Girard
,
Muhamed Barakovic
,
Jonathan Rafael-Patino
,
Thomas Yu
,
Et Al
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Parallel Transport Tractography
Tractography is an important technique that allows the in vivo reconstruction of structural connections in the brain using diffusion …
Dogu Baran Aydogan
,
Yonggang Shi
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DOI
Detecting Corticospinal Tract Impairment in Tumor Patients With Fiber Density and Tensor-Based Metrics
Tumors infiltrating the motor system lead to significant disability, often caused by corticospinal tract injury. The delineation of the …
Lucius S. Fekonja
,
Ziqian Wang
,
Dogu B. Aydogan
,
Timo Roine
,
Melina Engelhardt
,
Felix R. Dreyer
,
Peter Vajkoczy
,
Thomas Picht
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Tractography reproducibility challenge with empirical data (TraCED): The 2017 ISMRM diffusion study group challenge
Background Fiber tracking with diffusion-weighted MRI has become an essential tool for estimating in vivo brain white matter …
Vishwesh Nath
,
Kurt G. Schilling
,
Prasanna Parvathaneni
,
Yuankai Huo
,
Justin A. Blaber
,
Allison E. Hainline
,
Muhamed Barakovic
,
David Romascano
,
Jonathan Rafael-Patino
,
Matteo Frigo
,
Vesna Prčkovska
,
Et Al
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Limits to anatomical accuracy of diffusion tractography using modern approaches
Diffusion MRI fiber tractography is widely used to probe the structural connectivity of the brain, with a range of applications in both …
Kurt G. Schilling
,
Vishwesh Nath
,
Colin Hansen
,
Prasanna Parvathaneni
,
Justin Blaber
,
Yurui Gao
,
Peter Neher
,
Dogu Baran Aydogan
,
Yonggang Shi
,
Mario Ocampo-Pineda
,
Et Al
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Modeling topographic regularity in structural brain connectivity with application to tractogram filtering
Topographic regularity is an important biological principle in brain connections that has been observed in various anatomical studies. …
Junyan Wang
,
Dogu Baran Aydogan
,
Rohit Varma
,
Arthur W. Toga
,
Yonggang Shi
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Tracking and validation techniques for topographically organized tractography
Topographic regularity of axonal connections is commonly understood as the preservation of spatial relationships between nearby neurons …
Dogu Baran Aydogan
,
Yonggang Shi
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When tractography meets tracer injections: a systematic study of trends and variation sources of diffusion-based connectivity
Tractography is a powerful technique capable of non-invasively reconstructing the structural connections in the brain using diffusion …
Dogu Baran Aydogan
,
Russell Jacobs
,
Stephanie Dulawa
,
Summer L. Thompson
,
Maite Christi Francois
,
Arthur W. Toga
,
Hongwei Dong
,
James A. Knowles
,
Yonggang Shi
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