Classification and localization of early-stage Alzheimer’s disease in magnetic resonance images using a patch-based classifier ensemble

[1] Ahonen T(2006)Face description with local binary patterns: Application to face recognition IEEE Trans Pattern Anal Mach Intell 28 2037-2041

[2] Hadid A(2012)Hippocampal atrophy and ventricular enlargement in normal aging, mild cognitive impairment (MCI), and Alzheimer disease Alzheimer Dis Assoc Disord 26 17-821

[3] Pietikainen M(2000)Voxel-based morphometry—the methods Neuroimage 11 805-357

[4] Apostolova LG(1998)Identifying global anatomical differences: deformation-based morphometry Hum Brain Mapp 6 348-1462

[5] Green AE(2001)“voxel-based morphometry” should not be used with imperfectly registered images Neuroimage 14 1454-587

[6] Babakchanian S(2012)ADHD classification by a texture analysis of anatomical brain MRI data Front Syst Neurosci 6 66-297

[7] Hwang KS(2009)Fully automatic hippocampus segmentation and classification in Alzheimer’s disease and mild cognitive impairment applied on data from ADNI Hippocampus 19 579-781

[8] Chou YY(1995)Support-vector networks Mach Learn 20 273-1000

[9] Toga AW(2011)Automatic classification of patients with Alzheimer’s disease from structural MRI: a comparison of ten methods using the ADNI database Neuroimage 56 766-523

[10] Thompson PM(2012)Automated diagnosis of Alzheimer disease using the scale-invariant feature transforms in magnetic resonance images J Med Syst 36 995-2029

[1] Ahonen T(2006)Face description with local binary patterns: Application to face recognition IEEE Trans Pattern Anal Mach Intell 28 2037-2041

[2] Hadid A(2012)Hippocampal atrophy and ventricular enlargement in normal aging, mild cognitive impairment (MCI), and Alzheimer disease Alzheimer Dis Assoc Disord 26 17-821

[3] Pietikainen M(2000)Voxel-based morphometry—the methods Neuroimage 11 805-357

[4] Apostolova LG(1998)Identifying global anatomical differences: deformation-based morphometry Hum Brain Mapp 6 348-1462

[5] Green AE(2001)“voxel-based morphometry” should not be used with imperfectly registered images Neuroimage 14 1454-587

[6] Babakchanian S(2012)ADHD classification by a texture analysis of anatomical brain MRI data Front Syst Neurosci 6 66-297

[7] Hwang KS(2009)Fully automatic hippocampus segmentation and classification in Alzheimer’s disease and mild cognitive impairment applied on data from ADNI Hippocampus 19 579-781

[8] Chou YY(1995)Support-vector networks Mach Learn 20 273-1000

[9] Toga AW(2011)Automatic classification of patients with Alzheimer’s disease from structural MRI: a comparison of ten methods using the ADNI database Neuroimage 56 766-523

[10] Thompson PM(2012)Automated diagnosis of Alzheimer disease using the scale-invariant feature transforms in magnetic resonance images J Med Syst 36 995-2029