Browsing Department of Mathematics by Author "Raj, Ashish"

Now showing items 1-4 of 4

    • Dynamical Role of Pivotal Brain Regions in Parkinson Symptomatology Uncovered with Deep Learning 

      Nguyen, Alex A.; Maia, Pedro D.; Gao, Xiao; Damasceno, Pablo F.; Raj, Ashish (MDPI, 2020-01-30)
      **Please note that the full text is embargoed** ABSTRACT: The release of a broad, longitudinal anatomical dataset by the Parkinson’s Progression Markers Initiative promoted a surge of machine-learning studies aimed at ...

    • A method for inferring regional origins of neurodegeneration 

      Torok, Justin; Maia, Pedro D.; Powell, Fon; Pandya, Sneha; Raj, Ashish (Oxford University Press, 2018-02-02)
      **Please note that the full text is embargoed** ABSTRACT: Alzheimer’s disease, the most common form of dementia, is characterized by the emergence and spread of senile plaques and neurofibrillary tangles, causing widespread ...

    • Network mediation of pathology pattern in sporadic Creutzfeldt–Jakob disease 

      Freeze, Benjamin; Maia, Pedro; Pandya, Sneha; Raj, Ashish (Oxford University Press, 2020-05-15)
      **Please note that the full text is embargoed** ABSTRACT: Sporadic Creutzfeldt–Jakob disease is a rare fatal rapidly progressive dementia caused by the accumulation and spread of pathologically misfolded prions. Evidence ...

    • Origins of atrophy in Parkinson linked to early onset and local transcription patterns 

      Maia, Pedro D.; Pandya, Sneha; Freeze, Benjamin; Torok, Justin; Gupta, Ajay; Zeighami, Yashar; Raj, Ashish (Oxford University Press, 2020-06-11)
      **Please note that the full text is embargoed** ABSTRACT: There is enormous clinical value in inferring the brain regions initially atrophied in Parkinson disease for individual patients and understanding its relationship ...