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 …

Brain templates and atlases

AC Evans, AL Janke, DL Collins, S Baillet - Neuroimage, 2012 - Elsevier
The core concept within the field of brain map** is the use of a standardized, or
“stereotaxic”, 3D coordinate frame for data analysis and reporting of findings from …

A survey of MRI-based brain tumor segmentation methods

J Liu, M Li, J Wang, F Wu, T Liu… - Tsinghua science and …, 2014 - ieeexplore.ieee.org
Brain tumor segmentation aims to separate the different tumor tissues such as active cells,
necrotic core, and edema from normal brain tissues of White Matter (WM), Gray Matter (GM) …

An automated method for neuroanatomic and cytoarchitectonic atlas-based interrogation of fMRI data sets

JA Maldjian, PJ Laurienti, RA Kraft, JH Burdette - Neuroimage, 2003 - Elsevier
Analysis and interpretation of functional MRI (fMRI) data have traditionally been based on
identifying areas of significance on a thresholded statistical map of the entire imaged brain …

A survey of medical image registration

JBA Maintz, MA Viergever - Medical image analysis, 1998 - Elsevier
The purpose of this paper is to present a survey of recent (published in 1993 or later)
publications concerning medical image registration techniques. These publications will be …

Automated Talairach atlas labels for functional brain map**

JL Lancaster, MG Woldorff, LM Parsons… - Human brain …, 2000 - Wiley Online Library
An automated coordinate-based system to retrieve brain labels from the 1988 Talairach
Atlas, called the Talairach Daemon (TD), was previously introduced [Lancaster et al., 1997] …

A unified statistical approach for determining significant signals in images of cerebral activation

KJ Worsley, S Marrett, P Neelin, AC Vandal… - Human brain …, 1996 - Wiley Online Library
We present a unified statistical theory for assessing the significance of apparent signal
observed in noisy difference images. The results are usable in a wide range of applications …

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 …

Three‐dimensional maximum probability atlas of the human brain, with particular reference to the temporal lobe

A Hammers, R Allom, MJ Koepp, SL Free… - Human brain …, 2003 - Wiley Online Library
Probabilistic atlases of neuroanatomy are more representative of population anatomy than
single brain atlases. They allow anatomical labeling of the results of group studies in …

A three-dimensional statistical analysis for CBF activation studies in human brain

KJ Worsley, AC Evans, S Marrett… - Journal of Cerebral …, 1992 - journals.sagepub.com
Many studies of brain function with positron emission tomography (PET) involve the
interpretation of a subtracted PET image, usually the difference between two images under …