BPGAN: Brain PET synthesis from MRI using generative adversarial network for multi-modal Alzheimer’s disease diagnosis

Bidirectional Mapping of Brain MRI and PET With 3D Reversible GAN for the Diagnosis of Alzheimer’s Disease

(2021) Wanyun Lin et al.   Frontiers in Neuroscience

Early Alzheimer’s disease diagnosis with the contrastive loss using paired structural MRIs

(2021) Hezhe Qiao et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

A deep learning approach for synthetic MRI based on two routine sequences and training with synthetic data

(2021) Elisa Moya-Sáez et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Disease-Image-Specific Learning for Diagnosis-Oriented Neuroimage Synthesis With Incomplete Multi-Modality Data

(2021) Yongsheng Pan et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Visual and Quantitative Evaluation of Amyloid Brain PET Image Synthesis with Generative Adversarial Network

(2020) Hyeon Kang et al.   Applied Sciences-Basel

Convolutional neural networks for classification of Alzheimer's disease: Overview and reproducible evaluation

(2020) Junhao Wen et al.   MEDICAL IMAGE ANALYSIS

Spatially-Constrained Fisher Representation for Brain Disease Identification With Incomplete Multi-Modal Neuroimages

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

A Survey on Deep Learning for Neuroimaging-Based Brain Disorder Analysis

(2020) Li Zhang et al.   Frontiers in Neuroscience

Deep Residual Inception Encoder–Decoder Network for Medical Imaging Synthesis

(2019) Fei Gao et al.   IEEE Journal of Biomedical and Health Informatics

Deep learning to detect Alzheimer's disease from neuroimaging: A systematic literature review

(2019) Mr Amir Ebrahimighahnavieh et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

NIA-AA Research Framework: Toward a biological definition of Alzheimer's disease

(2018) Clifford R. Jack et al.   Alzheimers & Dementia

Medical Image Synthesis with Deep Convolutional Adversarial Networks

(2018) Dong Nie et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

3D conditional generative adversarial networks for high-quality PET image estimation at low dose

(2018) Yan Wang et al.   NEUROIMAGE

Multi-Hypergraph Learning for Incomplete Multimodality Data

(2018) Mingxia Liu et al.   IEEE Journal of Biomedical and Health Informatics

Synthesis of patient-specific transmission image for PET attenuation correction for PET/MR imaging of the brain using a convolutional neural network’

(2018) Karl D Spuhler et al.   JOURNAL OF NUCLEAR MEDICINE

Cross-modality synthesis from CT to PET using FCN and GAN networks for improved automated lesion detection

(2018) Avi Ben-Cohen et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Fully Convolutional Networks for Semantic Segmentation

(2017) Evan Shelhamer et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

PET/MR Imaging: New Frontier in Alzheimer's Disease and Other Dementias

(2017) Xin Y. Zhang et al.   Frontiers in Molecular Neuroscience

Large-Scale medical image analytics: Recent methodologies, applications and Future directions

(2016) Shaoting Zhang et al.   MEDICAL IMAGE ANALYSIS

Brain FDG PET and the Diagnosis of Dementia

(2015) Veeresh K. N. Shivamurthy et al.   AMERICAN JOURNAL OF ROENTGENOLOGY

FreeSurfer

(2012) Bruce Fischl   NEUROIMAGE

The Alzheimer’s Disease Neuroimaging Initiative: A review of papers published since its inception

(2011) Michael W. Weiner et al.   Alzheimers & Dementia

The Alzheimer's disease neuroimaging initiative (ADNI): MRI methods

(2008) Clifford R. Jack et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING