Home
People
Publications
Contact
2
Insights from the IronTract challenge: Optimal methods for mapping brain pathways from multi-shell diffusion MRI
Limitations in the accuracy of brain pathways reconstructed by diffusion MRI (dMRI) tractography have received considerable attention. …
Chiara Maffei
,
Gabriel Girard
,
Kurt G. Schilling
,
Dogu Baran Aydogan
,
Nagesh Adluru
,
Andrey Zhylka
,
Ye Wu
,
Matteo Mancini
,
Andac Hamamci
,
Alessia Sarica
,
Et Al
Cite
DOI
URL
Machine learning-based prediction of motor status in glioma patients using diffusion MRI metrics along the corticospinal tract
Along tract statistics enables white matter characterization using various diffusion MRI metrics. These diffusion models reveal …
Boshra Shams
,
Ziqian Wang
,
Timo Roine
,
Dogu Baran Aydogan
,
Peter Vajkoczy
,
Christoph Lippert
,
Thomas Picht
,
Lucius S. Fekonja
Cite
DOI
URL
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
Cite
DOI
URL
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
Cite
URL
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
Cite
DOI
URL
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
Cite
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
Cite
URL
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
Cite
DOI
URL
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
Cite
DOI
URL
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
Cite
DOI
URL
«
»
Cite
×