Deep learning for Alzheimer's disease: Mapping large-scale histological tau protein for neuroimaging biomarker validation
Published 2021 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Deep learning for Alzheimer's disease: Mapping large-scale histological tau protein for neuroimaging biomarker validation
Authors
Keywords
Machine learning, Deep learning, Convolutional neural networks, Alzheimer's disease, Histopathology, Digital pathology, Big data, Imaging
Journal
NEUROIMAGE
Volume 248, Issue -, Pages 118790
Publisher
Elsevier BV
Online
2021-12-20
DOI
10.1016/j.neuroimage.2021.118790
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Deep Learning-Based Image Classification in Differentiating Tufted Astrocytes, Astrocytic Plaques, and Neuritic Plaques
- (2021) Shunsuke Koga et al. JOURNAL OF NEUROPATHOLOGY AND EXPERIMENTAL NEUROLOGY
- Three-dimensional mapping of neurofibrillary tangle burden in the human medial temporal lobe
- (2021) Paul A Yushkevich et al. BRAIN
- Comparison of regional flortaucipir PET with quantitative tau immunohistochemistry in three subjects with Alzheimer’s disease pathology: a clinicopathological study
- (2020) Michael J. Pontecorvo et al. EJNMMI Research
- 7 Tesla MRI Followed by Histological 3D Reconstructions in Whole-Brain Specimens
- (2020) Anneke Alkemade et al. Frontiers in Neuroanatomy
- Tau PET imaging in neurodegenerative tauopathies—still a challenge
- (2019) Antoine Leuzy et al. MOLECULAR PSYCHIATRY
- Artificial intelligence in neuropathology: deep learning-based assessment of tauopathy
- (2019) Maxim Signaevsky et al. LABORATORY INVESTIGATION
- Association of Amyloid Positron Emission Tomography With Subsequent Change in Clinical Management Among Medicare Beneficiaries With Mild Cognitive Impairment or Dementia
- (2019) Gil D. Rabinovici et al. JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION
- Tau Imaging in Neurodegenerative Diseases Using Positron Emission Tomography
- (2019) Yi Ting Wang et al. Current Neurology and Neuroscience Reports
- High-throughput fluorescence microscopy using multi-frame motion deblurring
- (2019) Zachary F. Phillips et al. Biomedical Optics Express
- A deep convolutional neural network approach for astrocyte detection
- (2018) Ilida Suleymanova et al. Scientific Reports
- A deep learning-based algorithm for 2-D cell segmentation in microscopy images
- (2018) Yousef Al-Kofahi et al. BMC BIOINFORMATICS
- Automating cell detection and classification in human brain fluorescent microscopy images using dictionary learning and sparse coding
- (2017) Maryana Alegro et al. JOURNAL OF NEUROSCIENCE METHODS
- The Irony of PET Tau Probe Specificity
- (2017) Jorge R. Barrio JOURNAL OF NUCLEAR MEDICINE
- Low cost and open source multi-fluorescence imaging system for teaching and research in biology and bioengineering
- (2017) Isaac Nuñez et al. PLoS One
- Mapping Neurodegenerative Disease Onset and Progression
- (2017) William W. Seeley Cold Spring Harbor Perspectives in Biology
- Increased basal ganglia binding of18F-AV-1451 in patients with progressive supranuclear palsy
- (2016) Ruben Smith et al. MOVEMENT DISORDERS
- Florbetaben PET imaging to detect amyloid beta plaques in Alzheimer's disease: Phase 3 study
- (2015) Osama Sabri et al. Alzheimers & Dementia
- The Burden of Health Care Costs for Patients With Dementia in the Last 5 Years of Life
- (2015) Amy S. Kelley et al. ANNALS OF INTERNAL MEDICINE
- Tau imaging in neurodegenerative diseases
- (2015) M. Dani et al. EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING
- Deep learning
- (2015) Yann LeCun et al. NATURE
- Phase 3 Trial of Flutemetamol Labeled With Radioactive Fluorine 18 Imaging and Neuritic Plaque Density
- (2015) Craig Curtis et al. JAMA Neurology
- A novel approach for integrative studies on neurodegenerative diseases in human brains
- (2014) Panos Theofilas et al. JOURNAL OF NEUROSCIENCE METHODS
- Openstage: A Low-Cost Motorized Microscope Stage with Sub-Micron Positioning Accuracy
- (2014) Robert A. A. Campbell et al. PLoS One
- A High Performance, Cost-Effective, Open-Source Microscope for Scanning Two-Photon Microscopy that Is Modular and Readily Adaptable
- (2014) David G. Rosenegger et al. PLoS One
- The Insight ToolKit image registration framework
- (2014) Brian B. Avants et al. Frontiers in Neuroinformatics
- TeraStitcher - A tool for fast automatic 3D-stitching of teravoxel-sized microscopy images
- (2013) Alessandro Bria et al. BMC BIOINFORMATICS
- Explicit B-spline regularization in diffeomorphic image registration
- (2013) Nicholas J. Tustison et al. Frontiers in Neuroinformatics
- Fiji: an open-source platform for biological-image analysis
- (2012) Johannes Schindelin et al. NATURE METHODS
- FreeSurfer
- (2012) Bruce Fischl NEUROIMAGE
- National Institute on Aging–Alzheimer’s Association guidelines for the neuropathologic assessment of Alzheimer’s disease: a practical approach
- (2011) Thomas J. Montine et al. ACTA NEUROPATHOLOGICA
- N4ITK: Improved N3 Bias Correction
- (2010) Nicholas J Tustison et al. IEEE TRANSACTIONS ON MEDICAL IMAGING
- Improved detection of incipient vascular changes by a biotechnological platform combining post mortem MRI in situ with neuropathology
- (2009) Lea Tenenholz Grinberg et al. JOURNAL OF THE NEUROLOGICAL SCIENCES
- Evaluation of 14 nonlinear deformation algorithms applied to human brain MRI registration
- (2009) Arno Klein et al. NEUROIMAGE
- Symmetric diffeomorphic image registration with cross-correlation: Evaluating automated labeling of elderly and neurodegenerative brain
- (2007) B AVANTS et al. MEDICAL IMAGE ANALYSIS
Find Funding. Review Successful Grants.
Explore over 25,000 new funding opportunities and over 6,000,000 successful grants.
ExploreAsk a Question. Answer a Question.
Quickly pose questions to the entire community. Debate answers and get clarity on the most important issues facing researchers.
Get Started