Automated hippocampal segmentation in 3D MRI using random undersampling with boosting algorithm

The EADC-ADNI Harmonized Protocol for manual hippocampal segmentation on magnetic resonance: Evidence of validity

(2015) Giovanni B. Frisoni et al.   Alzheimers & Dementia

Delphi definition of the EADC-ADNI Harmonized Protocol for hippocampal segmentation on magnetic resonance

(2015) Marina Boccardi et al.   Alzheimers & Dementia

Feature Selection Based on Machine Learning in MRIs for Hippocampal Segmentation

(2015) Sabina Tangaro et al.   Computational and Mathematical Methods in Medicine

An active learning approach for stroke lesion segmentation on multimodal MRI data

(2015) Darya Chyzhyk et al.   NEUROCOMPUTING

Standardized evaluation of algorithms for computer-aided diagnosis of dementia based on structural MRI: The CADDementia challenge

(2015) Esther E. Bron et al.   NEUROIMAGE

Improvement of power transformer insulation diagnosis using oil characteristics data preprocessed by SMOTEBoost technique

(2014) Yi Cui et al.   IEEE TRANSACTIONS ON DIELECTRICS AND ELECTRICAL INSULATION

Automatic segmentation of brain MRI through stationary wavelet transform and random forests

(2014) Mohamed Mokhtar Bendib et al.   PATTERN ANALYSIS AND APPLICATIONS

Automated voxel-by-voxel tissue classification for hippocampal segmentation: Methods and validation

(2014) S. Tangaro et al.   Physica Medica-European Journal of Medical Physics

Multi-Atlas Segmentation with Joint Label Fusion

(2012) Hongzhi Wang et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Feature selection to enhance a two-stage evolutionary algorithm in product unit neural networks for complex classification problems

(2012) Antonio J. Tallón-Ballesteros et al.   NEUROCOMPUTING

Improving MRI segmentation with probabilistic GHSOM and multiobjective optimization

(2012) Andrés Ortiz et al.   NEUROCOMPUTING

Within-subject template estimation for unbiased longitudinal image analysis

(2012) Martin Reuter et al.   NEUROIMAGE

Neurodegenerative dementias: From MR Physics lab to assessment room

(2012) S. D. Bruno et al.   European Physical Journal Plus

Editorial: Advanced physical methods in brain research

(2012) Roberto Bellotti et al.   European Physical Journal Plus

Alzheimer’s disease markers from structural MRI and FDG-PET brain images

(2012) Andrea Chincarini et al.   European Physical Journal Plus

Harmonization of magnetic resonance-based manual hippocampal segmentation: A mandatory step for wide clinical use

(2011) Giovanni B. Frisoni et al.   Alzheimers & Dementia

The Alzheimer’s Disease Neuroimaging Initiative: A review of papers published since its inception

(2011) Michael W. Weiner et al.   Alzheimers & Dementia

Avoiding asymmetry-induced bias in longitudinal image processing

(2011) Martin Reuter et al.   NEUROIMAGE

A Bayesian model of shape and appearance for subcortical brain segmentation

(2011) Brian Patenaude et al.   NEUROIMAGE

Automated MR image classification in temporal lobe epilepsy

(2011) Niels K. Focke et al.   NEUROIMAGE

Hippocampal and amygdalar volume changes in elderly patients with Alzheimer's disease and schizophrenia

(2011) Annapaola Prestia et al.   PSYCHIATRY RESEARCH-NEUROIMAGING

Review of brain MRI image segmentation methods

(2010) M. A. Balafar et al.   ARTIFICIAL INTELLIGENCE REVIEW

A Generative Model for Image Segmentation Based on Label Fusion

(2010) Mert R Sabuncu et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Highly accurate inverse consistent registration: A robust approach

(2010) Martin Reuter et al.   NEUROIMAGE

Comparison of AdaBoost and Support Vector Machines for Detecting Alzheimer's Disease Through Automated Hippocampal Segmentation

(2009) J.H. Morra et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

RUSBoost: A Hybrid Approach to Alleviating Class Imbalance

(2009) Chris Seiffert et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS

Fast and robust multi-atlas segmentation of brain magnetic resonance images

(2009) Jyrki MP. Lötjönen et al.   NEUROIMAGE

Medical image analysis of 3D CT images based on extension of Haralick texture features

(2008) Ludvík Tesař et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

Validation of a fully automated 3D hippocampal segmentation method using subjects with Alzheimer's disease mild cognitive impairment, and elderly controls

(2008) Jonathan H. Morra et al.   NEUROIMAGE

A comparison of automated segmentation and manual tracing for quantifying hippocampal and amygdala volumes

(2008) Rajendra A. Morey et al.   NEUROIMAGE