Classification of Alzheimer’s Disease Based on Eight-Layer Convolutional Neural Network with Leaky Rectified Linear Unit and Max Pooling

Multiscale sequential convolutional neural networks for simultaneous detection of fovea and optic disc

(2018) Baidaa Al-Bander et al.   Biomedical Signal Processing and Control

A Clinically-Translatable Machine Learning Algorithm for the Prediction of Alzheimer’s Disease Conversion in Individuals with Mild and Premild Cognitive Impairment

(2018) Massimiliano Grassi et al.   JOURNAL OF ALZHEIMERS DISEASE

Deep learning for freezing of gait detection in Parkinson’s disease patients in their homes using a waist-worn inertial measurement unit

(2018) Julià Camps et al.   KNOWLEDGE-BASED SYSTEMS

Appearance based pedestrians’ head pose and body orientation estimation using deep learning

(2018) Mudassar Raza et al.   NEUROCOMPUTING

Noise robust sound event classification with convolutional neural network

(2018) Ilyas Ozer et al.   NEUROCOMPUTING

Multivariate Approach for Alzheimer’s Disease Detection Using Stationary Wavelet Entropy and Predator-Prey Particle Swarm Optimization

(2017) Yudong Zhang et al.   JOURNAL OF ALZHEIMERS DISEASE

Prediction of Alzheimer’s Dementia in Patients with Amnestic Mild Cognitive Impairment in Clinical Routine: Incremental Value of Biomarkers of Neurodegeneration and Brain Amyloidosis Added Stepwise to Cognitive Status

(2017) Catharina Lange et al.   JOURNAL OF ALZHEIMERS DISEASE

Alcoholism Detection by Data Augmentation and Convolutional Neural Network with Stochastic Pooling

(2017) Shui-Hua Wang et al.   JOURNAL OF MEDICAL SYSTEMS

Bi-linearly weighted fractional max pooling

(2017) Siang Thye Hang et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Voxelwise detection of cerebral microbleed in CADASIL patients by leaky rectified linear unit and early stopping

(2017) Yu-Dong Zhang et al.   MULTIMEDIA TOOLS AND APPLICATIONS

ASD+M: Automatic parameter tuning in stochastic optimization and on-line learning

(2017) Paweł Wawrzyński   NEURAL NETWORKS

18F-Fluorocholine Uptake and Positron Emission Tomography Imaging in Rat Peritoneal Endometriosis

(2017) Marina B. Silveira et al.   Reproductive Sciences

Deep learning for automated drivetrain fault detection

(2017) Martin Bach-Andersen et al.   WIND ENERGY

Incremental value of biomarker combinations to predict progression of mild cognitive impairment to Alzheimer’s dementia

(2017) Lutz Frölich et al.   Alzheimers Research & Therapy

Circulating brain-enriched microRNAs as novel biomarkers for detection and differentiation of neurodegenerative diseases

(2017) Kira S. Sheinerman et al.   Alzheimers Research & Therapy

Cerebral Micro-Bleed Detection Based on the Convolution Neural Network With Rank Based Average Pooling

(2017) Shuihua Wang et al.   IEEE Access

Single slice based detection for Alzheimer’s disease via wavelet entropy and multilayer perceptron trained by biogeography-based optimization

(2016) Shui-Hua Wang et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Bounded activation functions for enhanced training stability of deep neural networks on visual pattern recognition problems

(2016) Shan Sung Liew et al.   NEUROCOMPUTING

Facial Emotion Recognition Based on Biorthogonal Wavelet Entropy, Fuzzy Support Vector Machine, and Stratified Cross Validation

(2016) Yu-Dong Zhang et al.   IEEE Access

A novel method for early diagnosis of Alzheimer’s disease based on pseudo Zernike moment from structural MRI

(2015) H.T. Gorji et al.   NEUROSCIENCE

Sexual Dimorphism in the Human Corpus Callosum: An MRI Study Using the OASIS Brain Database

(2012) B. A. Ardekani et al.   CEREBRAL CORTEX

Deformation based feature selection for Computer Aided Diagnosis of Alzheimer’s Disease

(2012) Alexandre Savio et al.   EXPERT SYSTEMS WITH APPLICATIONS

Random forest-based similarity measures for multi-modal classification of Alzheimer's disease

(2012) Katherine R. Gray et al.   NEUROIMAGE

Color image enhancement based on HVS and PCNN

(2010) YuDong Zhang et al.   Science China-Information Sciences

Find multi-objective paths in stochastic networks via chaotic immune PSO

(2009) Yudong Zhang et al.   EXPERT SYSTEMS WITH APPLICATIONS

Open Access Series of Imaging Studies: Longitudinal MRI Data in Nondemented and Demented Older Adults

(2009) Daniel S. Marcus et al.   JOURNAL OF COGNITIVE NEUROSCIENCE

Automated detection of brain atrophy patterns based on MRI for the prediction of Alzheimer's disease

(2009) Claudia Plant et al.   NEUROIMAGE

Segment-based coding of color images

(2009) YuDong Zhang et al.  

WEIGHTS OPTIMIZATION OF NEURAL NETWORK VIA IMPROVED BCO APPROACH

(2008) Yu-Dong Zhang et al.   Progress in Electromagnetics Research-PIER

Improved image filter based on SPCNN

(2008) YuDong Zhang et al.