output
20102026
most citedNiftyNet: a deep-learning platform for medical imaging

563 citations

Showing 2020Show all

5 papers · 1 filter

q-bio.NC2020★ 9 cited

Focal to bilateral tonic-clonic seizures are associated with widespread network abnormality in temporal lobe epilepsy

Nishant Sinha, Natalie Peternell, Gabrielle M. Schroeder +6

Objective: To identify if whole-brain structural network alterations in patients with temporal lobe epilepsy (TLE) and focal to bilateral tonic-clonic seizures (FBTCS) differ from…

cs.CV2020★ 26 cited

Flexible Bayesian Modelling for Nonlinear Image Registration

Mikael Brudfors, Yaël Balbastre, Guillaume Flandin +2

We describe a diffeomorphic registration algorithm that allows groups of images to be accurately aligned to a common space, which we intend to incorporate into the SPM software. Th…

q-bio.NC2020★ 4 cited

Band power modulation through intracranial EEG stimulation and its cross-session consistency

Christoforos A Papasavvas, Gabrielle M Schroeder, Beate Diehl +3

Background: Direct electrical stimulation of the brain through intracranial electrodes is currently used to probe the epileptic brain as part of pre-surgical evaluation, and it is…

eess.IV2020★ 2 cited

Joint Total Variation ESTATICS for Robust Multi-Parameter Mapping

Yaël Balbastre, Mikael Brudfors, Michela Azzarito +3

Quantitative magnetic resonance imaging (qMRI) derives tissue-specific parameters -- such as the apparent transverse relaxation rate R2*, the longitudinal relaxation rate R1 and th…

q-bio.NC2020★ 38 cited

Neural dynamics under active inference: plausibility and efficiency of information processing

Lancelot Da Costa, Thomas Parr, Biswa Sengupta +1

Active inference is a normative framework for explaining behaviour under the free energy principle -- a theory of self-organisation originating in neuroscience. It specifies neuron…