Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization, Volume 6, Issue 3 (2018)

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Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization, Volume 6, Issue 3 (2018)

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1st MICCAI workshop on Deep Learning in Medical Image Analysis

Editorial

Editorial
1st MICCAI workshop on deep learning in medical image analysis
Gustavo Carneiro, João Manuel R. S. Tavares, Andrew P. Bradley, João Paulo Papa, Jacinto C. Nascimento, Jaime S. Cardoso, Zhi Lu & Vasileios Belagiannis
Pages: 241-242
Published online: 05 Apr 2018
Citationfor1st MICCAI workshop on deep learning in medical image analysis | Full Text | PDF (209.3 KB)
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Free Access

Original Articles

Article
Computational mammography using deep neural networks
A. Dubrovina, P. Kisilev, B. Ginsburg, S. Hashoul & R. Kimmel
Pages: 243-247
Published online: 14 Mar 2016
AbstractforComputational mammography using deep neural networks | Full Text | References | PDF (878.9 KB)
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Article
Deep similarity learning for multimodal medical images
Xi Cheng, Li Zhang & Yefeng Zheng
Pages: 248-252
Published online: 06 Apr 2016
AbstractforDeep similarity learning for multimodal medical images | Full Text | References | PDF (894.4 KB)
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Article
An analysis of robust cost functions for CNN in computer-aided diagnosis
Adrian Barbu, Le Lu, Holger Roth, Ari Seff & Ronald M. Summers
Pages: 253-258
Published online: 28 Apr 2016
AbstractforAn analysis of robust cost functions for CNN in computer-aided diagnosis | Full Text | References | PDF (1.4 MB)
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Article
Chest pathology identification using deep feature selection with non-medical training
Yaniv Bar, Idit Diamant, Lior Wolf, Sivan Lieberman, Eli Konen & Hayit Greenspan
Pages: 259-263
Published online: 16 May 2016
AbstractforChest pathology identification using deep feature selection with non-medical training | Full Text | References | PDF (961.6 KB)
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Article
Convolutional neural networks for real-time epileptic seizure detection
Felix Achilles, Federico Tombari, Vasileios Belagiannis, Anna Mira Loesch, Soheyl Noachtar & Nassir Navab
Pages: 264-269
Published online: 13 Jul 2016
AbstractforConvolutional neural networks for real-time epileptic seizure detection | Full Text | References | PDF (973 KB)
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Article
A resolution adaptive deep hierarchical (RADHicaL) learning scheme applied to nuclear segmentation of digital pathology images
Andrew Janowczyk, Scott Doyle, Hannah Gilmore & Anant Madabhushi
Pages: 270-276
Published online: 28 Apr 2016
AbstractforA resolution adaptive deep hierarchical (RADHicaL) learning scheme applied to nuclear segmentation of digital pathology images | Full Text | References | PDF (1.1 MB)
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Article
Convolutional networks for kidney segmentation in contrast-enhanced CT scans
William Thong, Samuel Kadoury, Nicolas Piché & Christopher J. Pal
Pages: 277-282
Published online: 28 Apr 2016
AbstractforConvolutional networks for kidney segmentation in contrast-enhanced CT scans | Full Text | References | PDF (896.9 KB)
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Article
Microscopy cell counting and detection with fully convolutional regression networks
Weidi Xie, J. Alison Noble & Andrew Zisserman
Pages: 283-292
Published online: 02 May 2016
AbstractforMicroscopy cell counting and detection with fully convolutional regression networks | Full Text | References | PDF (2.5 MB)
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Article
Comparison of anatomical parameters of cam femoroacetabular impingement to evaluate hip joint models segmented from CT data
K. C. Geoffrey Ng, Mario Lamontagne, Michel R. Labrosse & Paul E. Beaulé
Pages: 293-302
Published online: 10 Aug 2016
AbstractforComparison of anatomical parameters of cam femoroacetabular impingement to evaluate hip joint models segmented from CT data | Full Text | References | PDF (1.5 MB)
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Article
A new acute leukaemia-automated classification system
Sos Agaian, Monica Madhukar & Anthony T. Chronopoulos
Pages: 303-314
Published online: 07 Dec 2016
AbstractforA new acute leukaemia-automated classification system | Full Text | References | PDF (1.4 MB)
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Article
Classification of breast tissues into mass and non-mass by means of the micro-genetic algorithm, phylogenetic trees, LBP and SVM
Wener Borges de Sampaio, Fernando Soares Sérvulo de Oliveira, Antonio Oseas de Carvalho Filho, Aristófanes Corrêa Silva, Anselmo Cardoso de Paiva & Marcelo Gattass
Pages: 315-330
Published online: 01 Mar 2017
AbstractforClassification of breast tissues into mass and non-mass by means of the micro-genetic algorithm, phylogenetic trees, LBP and SVM | Full Text | References | PDF (2 MB)
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Article
CVT-based 3D image segmentation and quality improvement of tetrahedral/hexahedral meshes using anisotropic Giaquinta-Hildebrandt operator
Kangkang Hu, Yongjie Jessica Zhang & Guoliang Xu
Pages: 331-342
Published online: 11 Jan 2017
AbstractforCVT-based 3D image segmentation and quality improvement of tetrahedral/hexahedral meshes using anisotropic Giaquinta-Hildebrandt operator | Full Text | References | PDF (3.3 MB)
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Article
Cross-wavelet aided ECG beat classification using LIBSVM
Priyadarshiny Dhar, Saibal Dutta, Prithwiraj Das & Vivekananda Mukherjee
Pages: 343-352
Published online: 13 Dec 2016
AbstractforCross-wavelet aided ECG beat classification using LIBSVM | Full Text | References | PDF (4.1 MB)
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Article
Numerical study of holographic electromagnetic induction technique for imaging arbitrarily shaped biological objects
Lulu Wang & Ahmed Al-Jumaily
Pages: 353-359
Published online: 28 Nov 2016
AbstractforNumerical study of holographic electromagnetic induction technique for imaging arbitrarily shaped biological objects | Full Text | References | PDF (1.5 MB)
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