Applications of machine learning to diagnosis and treatment of neurodegenerative diseases
MA Myszczynska, PN Ojamies, AMB Lacoste… - Nature reviews …, 2020 - nature.com
Globally, there is a huge unmet need for effective treatments for neurodegenerative
diseases. The complexity of the molecular mechanisms underlying neuronal degeneration …
diseases. The complexity of the molecular mechanisms underlying neuronal degeneration …
A review of MRI findings in schizophrenia
ME Shenton, CC Dickey, M Frumin… - Schizophrenia research, 2001 - Elsevier
After more than 100 years of research, the neuropathology of schizophrenia remains
unknown and this is despite the fact that both: Kraepelin, E., 1919/1971. Dementia praecox …
unknown and this is despite the fact that both: Kraepelin, E., 1919/1971. Dementia praecox …
The effects of poverty on childhood brain development: the mediating effect of caregiving and stressful life events
Importance The study provides novel data to inform the mechanisms by which poverty
negatively impacts childhood brain development. Objective To investigate whether the …
negatively impacts childhood brain development. Objective To investigate whether the …
User-guided 3D active contour segmentation of anatomical structures: significantly improved efficiency and reliability
PA Yushkevich, J Piven, HC Hazlett, RG Smith, S Ho… - Neuroimage, 2006 - Elsevier
Active contour segmentation and its robust implementation using level set methods are well-
established theoretical approaches that have been studied thoroughly in the image analysis …
established theoretical approaches that have been studied thoroughly in the image analysis …
Multi-atlas segmentation of the whole hippocampus and subfields using multiple automatically generated templates
Introduction Advances in image segmentation of magnetic resonance images (MRI) have
demonstrated that multi-atlas approaches improve segmentation over regular atlas-based …
demonstrated that multi-atlas approaches improve segmentation over regular atlas-based …
The optimal template effect in hippocampus studies of diseased populations
BB Avants, P Yushkevich, J Pluta, D Minkoff… - Neuroimage, 2010 - Elsevier
We evaluate the impact of template choice on template-based segmentation of the
hippocampus in epilepsy. Four dataset-specific strategies are quantitatively contrasted: the …
hippocampus in epilepsy. Four dataset-specific strategies are quantitatively contrasted: the …
Brain volume in first-episode schizophrenia: systematic review and meta-analysis of magnetic resonance imaging studies
RG Steen, C Mull, R Mcclure, RM Hamer… - The British Journal of …, 2006 - cambridge.org
BackgroundStudies of people with schizophrenia assessed using magnetic resonance
imaging (MRI) usually include patients with first-episode and chronic disease, yet brain …
imaging (MRI) usually include patients with first-episode and chronic disease, yet brain …
Mapping hippocampal and ventricular change in Alzheimer disease
PM Thompson, KM Hayashi, GI De Zubicaray… - Neuroimage, 2004 - Elsevier
We developed an anatomical mapping technique to detect hippocampal and ventricular
changes in Alzheimer disease (AD). The resulting maps are sensitive to longitudinal …
changes in Alzheimer disease (AD). The resulting maps are sensitive to longitudinal …
MRI-derived measurements of human subcortical, ventricular and intracranial brain volumes: reliability effects of scan sessions, acquisition sequences, data analyses …
Automated MRI-derived measurements of in-vivo human brain volumes provide novel
insights into normal and abnormal neuroanatomy, but little is known about measurement …
insights into normal and abnormal neuroanatomy, but little is known about measurement …
Computational anatomy: An emerging discipline
U Grenander, MI Miller - Quarterly of applied mathematics, 1998 - ams.org
This paper studies mathematical methods in the emerging new discipline of Computational
Anatomy. Herein we formalize the Brown/Washington University model of anatomy following …
Anatomy. Herein we formalize the Brown/Washington University model of anatomy following …