Transfer Learning Assisted Classification and Detection of Alzheimer’s Disease Stages Using 3D MRI Scans

Multi-class Alzheimer's disease classification using image and clinical features

(2018) Tooba Altaf et al.   Biomedical Signal Processing and Control

Ensemble-classifiers-assisted detection of cerebral microbleeds in brain MRI

(2018) Tayyab Ateeq et al.   COMPUTERS & ELECTRICAL ENGINEERING

A dimensionality reduction-based efficient software fault prediction using Fisher linear discriminant analysis (FLDA)

(2018) Anum Kalsoom et al.   JOURNAL OF SUPERCOMPUTING

Region-Based Convolutional Neural Nets for Localization of Glomeruli in Trichrome-Stained Whole Kidney Sections

(2018) John D. Bukowy et al.   JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY

Detecting Early Preclinical Alzheimer's Disease via Cognition, Neuropsychiatry, and Neuroimaging: Qualitative Review and Recommendations for Testing

(2018) Sylvie Belleville et al.   JOURNAL OF ALZHEIMERS DISEASE

Social media signal detection using tweets volume, hashtag, and sentiment analysis

(2018) Faria Nazir et al.   MULTIMEDIA TOOLS AND APPLICATIONS

GAN-based Synthetic Medical Image Augmentation for increased CNN Performance in Liver Lesion Classification

(2018) Maayan Frid-Adar et al.   NEUROCOMPUTING

Extraction of sulcal medial surface and classification of Alzheimer's disease using sulcal features

(2016) Maciej Plocharski et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Laplace Beltrami eigen value based classification of normal and Alzheimer MR images using parametric and non-parametric classifiers

(2016) Anandh Kilpattu Ramaniharan et al.   EXPERT SYSTEMS WITH APPLICATIONS

Convolutional Neural Networks for Medical Image Analysis: Full Training or Fine Tuning?

(2016) Nima Tajbakhsh et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Feature-ranking-based Alzheimer’s disease classification from structural MRI

(2016) Iman Beheshti et al.   MAGNETIC RESONANCE IMAGING

Alzheimer's disease diagnosis on structural MR images using circular harmonic functions descriptors on hippocampus and posterior cingulate cortex

(2015) Olfa Ben Ahmed et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

Standard Plane Localization in Fetal Ultrasound via Domain Transferred Deep Neural Networks

(2015) Hao Chen et al.   IEEE Journal of Biomedical and Health Informatics

Classification of Alzheimer’s disease subjects from MRI using hippocampal visual features

(2014) Olfa Ben Ahmed et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Manifold population modeling as a neuro-imaging biomarker: Application to ADNI and ADNI-GO

(2014) R. Guerrero et al.   NEUROIMAGE

Local MRI analysis approach in the diagnosis of early and prodromal Alzheimer's disease

(2011) Andrea Chincarini et al.   NEUROIMAGE

Sensitivity and Specificity of Medial Temporal Lobe Visual Ratings and Multivariate Regional MRI Classification in Alzheimer's Disease

(2011) Eric Westman et al.   PLoS One

Spatially augmented LPboosting for AD classification with evaluations on the ADNI dataset

(2009) Chris Hinrichs et al.   NEUROIMAGE

Automatic classification of MR scans in Alzheimer's disease

(2008) S. Kloppel et al.   BRAIN