output
20142026
most citedDeepNAT: Deep Convolutional Neural Network for Segmenting Neuroanatomy

367 citations

21 papers

cs.CV2026

MotionDPS: Motion-Compensated 3D Brain MRI Reconstruction

Antonio Ortiz-Gonzalez, Erich Kobler, Lukas Schletter +1

Magnetic resonance imaging (MRI) is highly susceptible to patient motion due to its relatively long acquisition times and the fact that data are acquired sequentially in k-space. E…

cs.LG20253 cited

ActiTect: A Generalizable Machine Learning Pipeline for REM Sleep Behavior Disorder Screening through Standardized Actigraphy

David Bertram, Anja Ophey, Sinah Röttgen +18

Isolated rapid eye movement sleep behavior disorder (iRBD) is a major prodromal marker of -synucleinopathies, often preceding the clinical onset of Parkinson's disease, dementia…

q-bio.NC20253 cited

On the robustness of the emergent spatiotemporal dynamics in biophysically realistic and phenomenological whole-brain models at multiple network resolutions

Cristiana Dimulescu, Ronja Strömsdörfer, Agnes Flöel +1

The human brain is a complex dynamical system which displays a wide range of macroscopic and mesoscopic patterns of neural activity, whose mechanistic origin remains poorly underst…

physics.med-ph20242 cited

MICCAI-CDMRI 2023 QuantConn Challenge Findings on Achieving Robust Quantitative Connectivity through Harmonized Preprocessing of Diffusion MRI

Nancy R. Newlin, Kurt Schilling, Serge Koudoro +33

White matter alterations are increasingly implicated in neurological diseases and their progression. International-scale studies use diffusion-weighted magnetic resonance imaging (…

eess.IV20242 cited

Translating the future: Image-to-image translation for the prediction of future brain metabolism

Elena Doering, Merle C. Hönig, Tobias Deußer +4

Alzheimer's disease (AD) is a progressive neurodegenerative disorder leading to cognitive decline. [F]-Fluorodeoxyglucose positron emission tomography ([F]-FDG PET) i…

cs.CV202323 cited

FastSurfer-HypVINN: Automated sub-segmentation of the hypothalamus and adjacent structures on high-resolutional brain MRI

Santiago Estrada, David Kügler, Emad Bahrami +5

The hypothalamus plays a crucial role in the regulation of a broad range of physiological, behavioural, and cognitive functions. However, despite its importance, only a few small-s…