Interpretable ensemble deep learning model for early detection of Alzheimer's disease using local interpretable model‐agnostic explanations

A Comparative Analysis of Machine Learning Algorithms to Predict Alzheimer’s Disease

(2021) Morshedul Bari Antor et al.   Journal of Healthcare Engineering

Deep residual learning for neuroimaging: An application to predict progression to Alzheimer’s disease

(2020) Anees Abrol et al.   JOURNAL OF NEUROSCIENCE METHODS

Deep and joint learning of longitudinal data for Alzheimer's disease prediction

(2020) Baiying Lei et al.   PATTERN RECOGNITION

An interpretable machine learning model for diagnosis of Alzheimer's disease

(2019) Diptesh Das et al.   PeerJ

RNN-based longitudinal analysis for diagnosis of Alzheimer’s disease

(2019) Ruoxuan Cui et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

3D-Deep Learning Based Automatic Diagnosis of Alzheimer’s Disease with Joint MMSE Prediction Using Resting-State fMRI

(2019) Nguyen Thanh Duc et al.   NEUROINFORMATICS

A deep learning model for early prediction of Alzheimer's disease dementia based on hippocampal magnetic resonance imaging data

(2019) Hongming Li et al.   Alzheimers & Dementia

Classification of Alzheimer's Disease with and without Imagery using Gradient Boosted Machines and ResNet-50

(2019) Fulton et al.   Brain Sciences

A multi-model deep convolutional neural network for automatic hippocampus segmentation and classification in Alzheimer’s disease

(2019) Manhua Liu et al.   NEUROIMAGE

Induced Osteogenesis in Plants Decellularized Scaffolds

(2019) Jennifer Lee et al.   Scientific Reports

Robust multi-label transfer feature learning for early diagnosis of Alzheimer’s disease

(2018) Bo Cheng et al.   Brain Imaging and Behavior

A new switching-delayed-PSO-based optimized SVM algorithm for diagnosis of Alzheimer’s disease

(2018) Nianyin Zeng et al.   NEUROCOMPUTING

Ensemble of 3D densely connected convolutional network for diagnosis of mild cognitive impairment and Alzheimer’s disease

(2018) Hongfei Wang et al.   NEUROCOMPUTING

Increasing compound events of extreme hot and dry days during growing seasons of wheat and maize in China

(2018) You Lu et al.   Scientific Reports

A Deep Learning Model to Predict a Diagnosis of Alzheimer Disease by Using 18F-FDG PET of the Brain

(2018) Yiming Ding et al.   RADIOLOGY

Predicting conversion from MCI to AD using resting-state fMRI, graph theoretical approach and SVM

(2017) Seyed Hani Hojjati et al.   JOURNAL OF NEUROSCIENCE METHODS

Twin SVM-Based Classification of Alzheimer’s Disease Using Complex Dual-Tree Wavelet Principal Coefficients and LDA

(2017) Saruar Alam et al.   Journal of Healthcare Engineering

Neuropathologic Alterations in Mild Cognitive Impairment: A Review

(2017) William R. Markesbery   JOURNAL OF ALZHEIMERS DISEASE

Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning

(2016) Hoo-Chang Shin et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Domain Transfer Learning for MCI Conversion Prediction

(2015) Bo Cheng et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Structural imaging biomarkers of Alzheimer's disease: predicting disease progression

(2015) Simon F. Eskildsen et al.   NEUROBIOLOGY OF AGING

Multiple instance learning for classification of dementia in brain MRI

(2014) Tong Tong et al.   MEDICAL IMAGE ANALYSIS

An Ensemble Classification-Based Approach Applied to Retinal Blood Vessel Segmentation

(2012) Muhammad Moazam Fraz et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Machine learning and radiology

(2012) Shijun Wang et al.   MEDICAL IMAGE ANALYSIS

FreeSurfer

(2012) Bruce Fischl   NEUROIMAGE

Asymptomatic Alzheimers Disease: A Prodrome or a State of Resilience?

(2011) I. Driscoll et al.   Current Alzheimer Research