Contrastive Learning for Prediction of Alzheimer's Disease Using Brain 18F-FDG PET

Anomaly Analysis of Alzheimer’s Disease in PET Images Using an Unsupervised Adversarial Deep Learning Model

(2021) Husnu Baris Baydargil et al.   Applied Sciences-Basel

Deep-Learning Radiomics for Discrimination Conversion of Alzheimer's Disease in Patients With Mild Cognitive Impairment: A Study Based on 18F-FDG PET Imaging

(2021) Ping Zhou et al.   Frontiers in Aging Neuroscience

Task-Induced Pyramid and Attention GAN for Multimodal Brain Image Imputation and Classification in Alzheimer's Disease

(2021) Xingyu Gao et al.   IEEE Journal of Biomedical and Health Informatics

Regression and Classification of Alzheimer’s Disease Diagnosis Using NMF-TDNet Features From 3D Brain MR Image

(2021) Huan Lao et al.   IEEE Journal of Biomedical and Health Informatics

Multi-slice representational learning of convolutional neural network for Alzheimer’s disease classification using positron emission tomography

(2020) Han Woong Kim et al.   Biomedical Engineering Online

Multi-View Separable Pyramid Network for AD Prediction at MCI Stage by 18F-FDG Brain PET Imaging

(2020) Xiaoxi Pan et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Computer aided Alzheimer's disease diagnosis by an unsupervised deep learning technology

(2019) Xiuli Bi et al.   NEUROCOMPUTING

Multi-modal deep learning model for auxiliary diagnosis of Alzheimer’s disease

(2019) Fan Zhang et al.   NEUROCOMPUTING

Recent advances in the neurobiology and neuropharmacology of Alzheimer’s disease

(2018) Kushal Kumar et al.   BIOMEDICINE & PHARMACOTHERAPY

European Association of Nuclear Medicine and European Academy of Neurology recommendations for the use of brain 18 F-fluorodeoxyglucose positron emission tomography in neurodegenerative cognitive impairment and dementia: Delphi consensus

(2018) F. Nobili et al.   EUROPEAN JOURNAL OF NEUROLOGY

Probing the correlation of neuronal loss, neurofibrillary tangles, and cell death markers across the Alzheimer's disease Braak stages: a quantitative study in humans

(2018) Panos Theofilas et al.   NEUROBIOLOGY OF AGING

Multi-Modality Cascaded Convolutional Neural Networks for Alzheimer’s Disease Diagnosis

(2018) Manhua Liu et al.   NEUROINFORMATICS

Classification of Alzheimer’s Disease by Combination of Convolutional and Recurrent Neural Networks Using FDG-PET Images

(2018) Manhua Liu et al.   Frontiers in Neuroinformatics

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

Multimodal Neuroimaging Feature Learning for Multiclass Diagnosis of Alzheimer's Disease

(2015) Siqi Liu et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Combined unsupervised-supervised classification of multiparametric PET/MRI data: application to prostate cancer

(2015) Sergios Gatidis et al.   NMR IN BIOMEDICINE

Latent feature representation with stacked auto-encoder for AD/MCI diagnosis

(2013) Heung-Il Suk et al.   Brain Structure & Function

Multimodal classification of Alzheimer's disease and mild cognitive impairment

(2011) Daoqiang Zhang et al.   NEUROIMAGE