Generative adversarial network constrained multiple loss autoencoder: A deep learning‐based individual atrophy detection for Alzheimer's disease and mild cognitive impairment

Alzheimer's disease

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Autoencoders for unsupervised anomaly segmentation in brain MR images: A comparative study

(2021) Christoph Baur et al.   MEDICAL IMAGE ANALYSIS

Diagnostic efficacy of PET-CT, CT, and MRI in preoperative assessment of mandibular invasion caused by head and neck cancer: A systematic review and meta-analysis

(2021) Chang Cao et al.   ORAL ONCOLOGY

Enhancing magnetic resonance imaging-driven Alzheimer’s disease classification performance using generative adversarial learning

(2021) Xiao Zhou et al.   Alzheimers Research & Therapy

Hippocampal Volumes in Amnestic and Non-Amnestic Mild Cognitive Impairment Types Using Two Common Methods of MCI Classification

(2021) Natalie A. Emmert et al.   JOURNAL OF THE INTERNATIONAL NEUROPSYCHOLOGICAL SOCIETY

Multi-site MRI harmonization via attention-guided deep domain adaptation for brain disorder identification

(2021) Hao Guan et al.   MEDICAL IMAGE ANALYSIS

Deep Convolutional Neural Networks With Ensemble Learning and Generative Adversarial Networks for Alzheimer’s Disease Image Data Classification

(2021) Robert Logan et al.   Frontiers in Aging Neuroscience

Using machine learning to quantify structural MRI neurodegeneration patterns of Alzheimer's disease into dementia score: Independent validation on 8,834 images from ADNI, AIBL, OASIS, and MIRIAD databases

(2020) Karteek Popuri et al.   HUMAN BRAIN MAPPING

Sample-Adaptive GANs: Linking Global and Local Mappings for Cross-Modality MR Image Synthesis

(2020) Biting Yu et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Longitudinal atrophy in early Braak regions in preclinical Alzheimer's disease

(2020) Long Xie et al.   HUMAN BRAIN MAPPING

f-AnoGAN: Fast unsupervised anomaly detection with generative adversarial networks

(2019) Thomas Schlegl et al.   MEDICAL IMAGE ANALYSIS

MRI-only brain radiotherapy: Assessing the dosimetric accuracy of synthetic CT images generated using a deep learning approach

(2019) Samaneh Kazemifar et al.   RADIOTHERAPY AND ONCOLOGY

Mapping the patterns of cortical thickness in single- and multiple-domain amnestic mild cognitive impairment patients: a pilot study

(2019) Pan Sun et al.   Aging-US

A multiomics approach to heterogeneity in Alzheimer’s disease: focused review and roadmap

(2019) AmanPreet Badhwar et al.   BRAIN

The cost of Alzheimer's disease in China and re-estimation of costs worldwide

(2018) Jianping Jia et al.   Alzheimers & Dementia

A Deep Cascade of Convolutional Neural Networks for Dynamic MR Image Reconstruction

(2018) Jo Schlemper et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Landmark-based deep multi-instance learning for brain disease diagnosis

(2018) Mingxia Liu et al.   MEDICAL IMAGE ANALYSIS

Heterogeneous patterns of brain atrophy in Alzheimer's disease

(2018) Konstantinos Poulakis et al.   NEUROBIOLOGY OF AGING

Subregional volumes of the hippocampus in relation to cognitive function and risk of dementia

(2018) Tavia E. Evans et al.   NEUROIMAGE

OUP accepted manuscript

(2018)   BRAIN

Neuropsychological Criteria for Mild Cognitive Impairment Improves Diagnostic Precision, Biomarker Associations, and Progression Rates

(2018) Mark W. Bondi et al.   JOURNAL OF ALZHEIMERS DISEASE

Smaller medial temporal lobe volumes in individuals with subjective cognitive decline and biomarker evidence of Alzheimer's disease—Data from three memory clinic studies

(2018) Xiaochen Hu et al.   Alzheimers & Dementia

MRI-assessed atrophy subtypes in Alzheimer’s disease and the cognitive reserve hypothesis

(2017) Karin Persson et al.   PLoS One

Detecting Anatomical Landmarks for Fast Alzheimer’s Disease Diagnosis

(2016) Jun Zhang et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Entorhinal cortex: a good biomarker of mild cognitive impairment and mild Alzheimer’s disease

(2016) Mengxi Zhou et al.   REVIEWS IN THE NEUROSCIENCES

Prediction of Conversion from Mild Cognitive Impairment to Alzheimer's Disease Using MRI and Structural Network Features

(2016) Rizhen Wei et al.   Frontiers in Aging Neuroscience

Hippocampal Subfield Atrophy in Multi-Domain but Not Amnestic Mild Cognitive Impairment

(2015) Carl Fredrik Eliassen et al.   DEMENTIA AND GERIATRIC COGNITIVE DISORDERS

Biological heterogeneity in ADNI amnestic mild cognitive impairment

(2014) Jasmine Nettiksimmons et al.   Alzheimers & Dementia

Anatomical heterogeneity of Alzheimer disease: Based on cortical thickness on MRIs

(2014) Y. Noh et al.   NEUROLOGY

Disrupted structural and functional brain connectomes in mild cognitive impairment and Alzheimer’s disease

(2014) Zhengjia Dai et al.   Neuroscience Bulletin

Episodic memory and the medial temporal lobe: not all it seems. Evidence from the temporal variants of frontotemporal dementia

(2012) C Machiel Pleizier et al.   JOURNAL OF NEUROLOGY NEUROSURGERY AND PSYCHIATRY

Hippocampal shape and cognitive performance in amnestic mild cognitive impairment

(2012) Hyun-Kook Lim et al.   NEUROREPORT

The diagnosis of dementia due to Alzheimer’s disease: Recommendations from the National Institute on Aging-Alzheimer’s Association workgroups on diagnostic guidelines for Alzheimer's disease

(2011) Guy M. McKhann et al.   Alzheimers & Dementia

Visual assessment of posterior atrophy development of a MRI rating scale

(2011) Esther L. G. E. Koedam et al.   EUROPEAN RADIOLOGY

The Cortical Signature of Alzheimer's Disease: Regionally Specific Cortical Thinning Relates to Symptom Severity in Very Mild to Mild AD Dementia and is Detectable in Asymptomatic Amyloid-Positive Individuals

(2008) Bradford C. Dickerson et al.   CEREBRAL CORTEX

The cortical signature of prodromal AD: Regional thinning predicts mild AD dementia

(2008) A. Bakkour et al.   NEUROLOGY