155 citations · 254 across the 10 of their papers we have counts for
11 papers
PHASE: A Physiology-Guided Hierarchical Foundation Model for Intracranial EEG
Yipeng Zhang, Chenda Duan, Yuanyi Ding +11
Clinicians and neuroscientists have long analyzed intracranial electroencephalography (iEEG) through directly measurable physiological characteristics, which carry much of the info…
Pennsieve: A Collaborative Platform for Translational Neuroscience and Beyond
Zack Goldblum, Zhongchuan Xu, Haoer Shi +6
The exponential growth of neuroscientific data necessitates platforms that facilitate data management and multidisciplinary collaboration. In this paper, we introduce Pennsieve - a…
Quantifying interictal intracranial EEG to predict focal epilepsy
Ryan S Gallagher, Nishant Sinha, Akash R Pattnaik +10
Intracranial EEG (IEEG) is used for 2 main purposes, to determine: (1) if epileptic networks are amenable to focal treatment and (2) where to intervene. Currently these questions a…
Longitudinal abnormalities in white matter extracellular free water volume fraction and neuropsychological functioning in patients with traumatic brain injury
James J Gugger, Alexa E Walter, Drew Parker +8
Traumatic brain injury is a global public health problem associated with chronic neurological complications and long-term disability. Biomarkers that map onto the underlying brain…
Change in structural brain network abnormalities after traumatic brain injury determines post-injury recovery
James J Gugger, Nishant Sinha, Yiming Huang +7
The trajectory of an individual's recovery after traumatic brain injury (TBI) is heterogeneous, with complete recovery in some cases but persistent disability in others. We hypothe…
Intracranial EEG structure-function coupling predicts surgical outcomes in focal epilepsy
Nishant Sinha, John S. Duncan, Beate Diehl +9
Alterations to structural and functional brain networks have been reported across many neurological conditions. However, the relationship between structure and function -- their co…
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…
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…
Personalised network modelling in epilepsy
Yujiang Wang, Gabrielle Marie Schroeder, Nishant Sinha +1
Epilepsy is a disorder characterised by spontaneous, recurrent seizures. Both local and network abnormalities have been associated with epilepsy, and the exact processes generating…
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…
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…