Deep convolutional neural networks for brain image analysis on magnetic resonance imaging: a review

Artificial Intelligence in Medicine ◽

10.1016/j.artmed.2018.08.008 ◽

2019 ◽

Vol 95 ◽

pp. 64-81 ◽

Author(s):

Jose Bernal ◽

Kaisar Kushibar ◽

Daniel S. Asfaw ◽

Sergi Valverde ◽

Arnau Oliver ◽

...

Keyword(s):

Magnetic Resonance Imaging ◽

Neural Networks ◽

Image Analysis ◽

Magnetic Resonance ◽

Convolutional Neural Networks ◽

Resonance Imaging ◽

Deep Convolutional Neural Networks ◽

Brain Image ◽

Brain Image Analysis

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Automated Segmentation of the Right Ventricle from Magnetic Resonance Imaging Using Deep Convolutional Neural Networks

Lecture Notes in Computer Science - Statistical Atlases and Computational Models of the Heart. Multi-Disease, Multi-View, and Multi-Center Right Ventricular Segmentation in Cardiac MRI Challenge ◽

10.1007/978-3-030-93722-5_37 ◽

2022 ◽

pp. 344-351

Author(s):

Kumaradevan Punithakumar ◽

Adam Carscadden ◽

Michelle Noga

Keyword(s):

Magnetic Resonance Imaging ◽

Neural Networks ◽

Magnetic Resonance ◽

Right Ventricle ◽

Convolutional Neural Networks ◽

Automated Segmentation ◽

Resonance Imaging ◽

Deep Convolutional Neural Networks ◽

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Spinal Stenosis Grading in Magnetic Resonance Imaging Using Deep Convolutional Neural Networks

Spine ◽

10.1097/brs.0000000000003377 ◽

2020 ◽

Vol 45 (12) ◽

pp. 804-812 ◽

Author(s):

Dongkyu Won ◽

Hyun-Joo Lee ◽

Suk-Joong Lee ◽

Sang Hyun Park

Keyword(s):

Magnetic Resonance Imaging ◽

Neural Networks ◽

Magnetic Resonance ◽

Spinal Stenosis ◽

Convolutional Neural Networks ◽

Resonance Imaging ◽

Deep Convolutional Neural Networks

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189. Spinal stenosis grading in magnetic resonance imaging using deep convolutional neural networks

The Spine Journal ◽

10.1016/j.spinee.2020.05.600 ◽

2020 ◽

Vol 20 (9) ◽

pp. S93-S94

Author(s):

Suk-Joong Lee ◽

Hyun-Joo Lee

Keyword(s):

Magnetic Resonance Imaging ◽

Neural Networks ◽

Magnetic Resonance ◽

Spinal Stenosis ◽

Convolutional Neural Networks ◽

Resonance Imaging ◽

Deep Convolutional Neural Networks

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Point of View: Spinal Stenosis Grading in Magnetic Resonance Imaging Using Deep Convolutional Neural Networks

Spine ◽

10.1097/brs.0000000000003384 ◽

2020 ◽

Vol 45 (12) ◽

pp. 813

Author(s):

Richard J. Herzog

Keyword(s):

Magnetic Resonance Imaging ◽

Neural Networks ◽

Magnetic Resonance ◽

Spinal Stenosis ◽

Convolutional Neural Networks ◽

Point Of View ◽

Resonance Imaging ◽

Deep Convolutional Neural Networks

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Deep convolutional neural networks for molecular subtyping of gliomas using magnetic resonance imaging

Medical Imaging 2020: Computer-Aided Diagnosis ◽

10.1117/12.2544074 ◽

2020 ◽

Author(s):

Dong Wei ◽

Yiming Li ◽

Yinyan Wang ◽

Tianyi Qian ◽

Yefeng Zheng ◽

...

Keyword(s):

Magnetic Resonance Imaging ◽

Neural Networks ◽

Magnetic Resonance ◽

Convolutional Neural Networks ◽

Resonance Imaging ◽

Deep Convolutional Neural Networks ◽

Molecular Subtyping

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Editorial on “Convolutional Neural Networks for Automated Classification of Prostate Multiparametric Magnetic Resonance Imaging Based on Image Quality”

Journal of Magnetic Resonance Imaging ◽

10.1002/jmri.27913 ◽

2021 ◽

Author(s):

Valdair F. Muglia ◽

Antonio Carlos Westphalen

Keyword(s):

Magnetic Resonance Imaging ◽

Neural Networks ◽

Magnetic Resonance ◽

Image Quality ◽

Convolutional Neural Networks ◽

Automated Classification ◽

Resonance Imaging ◽

Multiparametric Magnetic Resonance Imaging

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Early Identification of Alzheimer’s Disease Using an Ensemble of 3D Convolutional Neural Networks and Magnetic Resonance Imaging

Advances in Brain Inspired Cognitive Systems - Lecture Notes in Computer Science ◽

10.1007/978-3-030-00563-4_29 ◽

2018 ◽

pp. 303-311

Author(s):

Yuanyuan Chen ◽

Haozhe Jia ◽

Zhaowei Huang ◽

Yong Xia

Keyword(s):

Magnetic Resonance Imaging ◽

Alzheimer’S Disease ◽

Neural Networks ◽

Alzheimer's Disease ◽

Magnetic Resonance ◽

Convolutional Neural Networks ◽

Early Identification ◽

Resonance Imaging

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Deep learning approaches using 2D and 3D convolutional neural networks for generating male pelvic synthetic computed tomography from magnetic resonance imaging

Medical Physics ◽

10.1002/mp.13672 ◽

2019 ◽

Vol 46 (9) ◽

pp. 3788-3798 ◽

Author(s):

Jie Fu ◽

Yingli Yang ◽

Kamal Singhrao ◽

Dan Ruan ◽

Fang‐I Chu ◽

...

Keyword(s):

Magnetic Resonance Imaging ◽

Computed Tomography ◽

Neural Networks ◽

Deep Learning ◽

Magnetic Resonance ◽

Convolutional Neural Networks ◽

Learning Approaches ◽

Resonance Imaging ◽

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Dyslexia detection using 3D convolutional neural networks and functional magnetic resonance imaging

Computer Methods and Programs in Biomedicine ◽

10.1016/j.cmpb.2020.105726 ◽

2020 ◽

Vol 197 ◽

pp. 105726

Author(s):

Sofia Zahia ◽

Begonya Garcia-Zapirain ◽

Ibone Saralegui ◽

Begoña Fernandez-Ruanova

Keyword(s):

Magnetic Resonance Imaging ◽

Neural Networks ◽

Magnetic Resonance ◽

Functional Magnetic Resonance Imaging ◽

Convolutional Neural Networks ◽

Functional Magnetic Resonance ◽

Resonance Imaging

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Magnetic resonance imaging-based brain tumor grades classification and grading via convolutional neural networks and genetic algorithms

Journal of Applied Biomedicine ◽

10.1016/j.bbe.2018.10.004 ◽

2019 ◽

Vol 39 (1) ◽

pp. 63-74 ◽

Author(s):

Amin Kabir Anaraki ◽

Moosa Ayati ◽

Foad Kazemi

Keyword(s):

Magnetic Resonance Imaging ◽

Neural Networks ◽

Genetic Algorithms ◽

Brain Tumor ◽

Magnetic Resonance ◽

Convolutional Neural Networks ◽

Resonance Imaging

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