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

563 citations

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13 papers · 1 filter

q-bio.NC2022★ 6 cited

Focal and Connectomic Mapping of Transiently Disrupted Brain Function

Michael S. Elmalem, Hanna Moody, James K. Ruffle +5

The distributed nature of the neural substrate, and the difficulty of establishing necessity from correlative data, combine to render the mapping of brain function a far harder tas…

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…

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…

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…

q-bio.NC2019★ 8 cited

Reliability and comparability of human brain structural covariance networks

Jona Carmon, Jil Heege, Joe H Necus +5

Structural covariance analysis is a widely used structural MRI analysis method which characterises the co-relations of morphology between brain regions over a group of subjects. To…

q-bio.NC2019★ 44 cited

Interictal intracranial EEG for predicting surgical success: the importance of space and time

Yujiang Wang, Nishant Sinha, Gabrielle M. Schroeder +8

Predicting post-operative seizure freedom using functional correlation networks derived from interictal intracranial EEG has shown some success. However, there are important challe…

q-bio.NC2018★ 28 cited

Computer modelling of connectivity change suggests epileptogenesis mechanisms in idiopathic generalised epilepsy

Nishant Sinha, Yujiang Wang, Justin Dauwels +4

Patients with idiopathic generalised epilepsy (IGE) typically have normal conventional magnetic resonance imaging (MRI), hence MRI based diagnosis is challenging. Anatomical abnorm…

q-bio.NC2018★ 38 cited

Universality in human cortical folding across lobes of individual brains

Yujiang Wang, Joe Necus, Luis Peraza Rodriguez +2

Background: We have previously demonstrated that cortical folding across mammalian species follows a universal scaling law that can be derived from a simple theoretical model. The…

q-bio.NC2018★ 59 cited

Fractal and Multifractal Properties of Electrographic Recordings of Human Brain Activity: Toward Its Use as a Signal Feature for Machine Learning in Clinical Applications

Lucas G. S. França, José G. V. Miranda, Marco Leite +4

The brain is a system operating on multiple time scales, and characterisation of dynamics across time scales remains a challenge. One framework to study such dynamics is that of fr…

q-bio.NC2017★ 155 cited

The impact of epilepsy surgery on the structural connectome and its relation to outcome

Peter N Taylor, Nishant Sinha, Yujiang Wang +6

Temporal lobe surgical resection brings seizure remission in up to 80% of patients, with long-term complete seizure freedom in 41%. However, it is unclear how surgery impacts on th…

q-bio.NC2016★ 18 cited

Understanding Epileptiform After-Discharges as Rhythmic Oscillatory Transients

Gerold Baier, Peter N Taylor, Yujiang Wang

Electro-cortical activity in patients with epilepsy may show abnormal rhythmic transients in response to stimulation. Even when using the same stimulation parameters in the same pa…

q-bio.NC2016★ 75 cited

Mechanisms underlying different onset patterns of focal seizures

Yujiang Wang, Andrew J Trevelyan, Antonio Valentin +3

Focal seizures are episodes of pathological brain activity that appear to arise from a localised area of the brain. The onset patterns of focal seizure activity have been studied i…

q-bio.NC2013★ 15 cited

Identification of criticality in neuronal avalanches: II. A theoretical and empirical investigation of the driven case

Caroline Hartley, Timothy J Taylor, Istvan Z Kiss +2

The observation of apparent power-laws in neuronal systems has led to the suggestion that the brain is at, or close to, a critical state and may be a self-organised critical system…