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Depression core network-based individualized targeting for transcranial magnetic stimulation
Background Transcranial magnetic stimulation (TMS) of the dorsolateral prefrontal cortex (DLPFC) is an established treatment for major …
Tuukka T. Raij
,
Emma Komulainen
,
Dogu Baran Aydogan
,
Siina Pamilo
,
Erkki Isometsä
,
Tommi Raij
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DELMEP: a deep learning algorithm for automated annotation of motor evoked potential latencies
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Diego Milardovich
,
Victor H Souza
,
Ivan Zubarev
,
Sergei Tugin
,
Jaakko O Nieminen
,
Claudia Bigoni
,
Friedhelm C Hummel
,
Juuso T Korhonen
,
Dogu Baran Aydogan
,
Pantelis Lioumis
,
others
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FreeSurfer 7 quality control: Key problem areas and importance of manual corrections
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Vesa Vahermaa
,
Dogu Baran Aydogan
,
Tuukka Raij
,
Reetta-Liina Armio
,
Heikki Laurikainen
,
Jari Saramäki
,
Jaana Suvisaari
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Limb-specific thalamocortical tracts are impaired differently in hemiplegic and diplegic subtypes of cerebral palsy
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Julia Jaatela
,
Dogu Baran Aydogan
,
Timo Nurmi
,
Jaakko Vallinoja
,
Helena Mäenpää
,
Harri Piitulainen
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Tractography passes the test: Results from the diffusion-simulated connectivity (disco) challenge
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Gabriel Girard
,
Jonathan Rafael-Patiño
,
Raphaël Truffet
,
Dogu Baran Aydogan
,
Nagesh Adluru
,
Veena A Nair
,
Vivek Prabhakaran
,
Barbara B Bendlin
,
Andrew L Alexander
,
Sara Bosticardo
,
others
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Identification of proprioceptive thalamocortical tracts in children: comparison of fMRI, MEG, and manual seeding of probabilistic tractography
Studying white matter connections with tractography is a promising approach to understand the development of different brain processes, …
Julia Jaatela
,
Dogu Baran Aydogan
,
Timo Nurmi
,
Jaakko Vallinoja
,
Harri Piitulainen
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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
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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
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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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