MIScnn: A Framework for Medical Image Segmentation with Convolutional Neural Networks and Deep Learning

Mapping Intimacies ◽

10.24926/548719.074 ◽

2019 ◽

Author(s):

Dominik Müller ◽

Frank Kramer

Keyword(s):

Neural Networks ◽

Image Segmentation ◽

Deep Learning ◽

Convolutional Neural Networks ◽

Medical Image ◽

Medical Image Segmentation

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Reducing the Hausdorff Distance in Medical Image Segmentation With Convolutional Neural Networks

IEEE Transactions on Medical Imaging ◽

10.1109/tmi.2019.2930068 ◽

2020 ◽

Vol 39 (2) ◽

pp. 499-513 ◽

Author(s):

Davood Karimi ◽

Septimiu E. Salcudean

Keyword(s):

Neural Networks ◽

Image Segmentation ◽

Convolutional Neural Networks ◽

Hausdorff Distance ◽

Medical Image ◽

Medical Image Segmentation

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Evaluation of multislice inputs to convolutional neural networks for medical image segmentation

Medical Physics ◽

10.1002/mp.14391 ◽

2020 ◽

Author(s):

Minh H. Vu ◽

Guus Grimbergen ◽

Tufve Nyholm ◽

Tommy Löfstedt

Keyword(s):

Neural Networks ◽

Image Segmentation ◽

Convolutional Neural Networks ◽

Medical Image ◽

Medical Image Segmentation

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The application of series multi-pooling convolutional neural networks for medical image segmentation

International Journal of Distributed Sensor Networks ◽

10.1177/1550147717748899 ◽

2017 ◽

Vol 13 (12) ◽

pp. 155014771774889 ◽

Author(s):

Feng Wang ◽

Siwei Huang ◽

Lei Shi ◽

Weiguo Fan

Keyword(s):

Neural Networks ◽

Image Segmentation ◽

Convolutional Neural Networks ◽

Medical Image ◽

Medical Image Segmentation

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V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation

2016 Fourth International Conference on 3D Vision (3DV) ◽

10.1109/3dv.2016.79 ◽

2016 ◽

Cited By ~ 1296

Author(s):

Fausto Milletari ◽

Nassir Navab ◽

Seyed-Ahmad Ahmadi

Keyword(s):

Neural Networks ◽

Image Segmentation ◽

Convolutional Neural Networks ◽

Medical Image ◽

Medical Image Segmentation ◽

Fully Convolutional Neural Networks

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2D to 3D Evolutionary Deep Convolutional Neural Networks for Medical Image Segmentation

IEEE Transactions on Medical Imaging ◽

10.1109/tmi.2020.3035555 ◽

2020 ◽

pp. 1-1

Author(s):

Tahereh Hassanzadeh ◽

Daryl Essam ◽

Ruhul Sarker

Keyword(s):

Neural Networks ◽

Image Segmentation ◽

Convolutional Neural Networks ◽

Medical Image ◽

Medical Image Segmentation ◽

Deep Convolutional Neural Networks ◽

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Aleatoric uncertainty estimation with test-time augmentation for medical image segmentation with convolutional neural networks

Neurocomputing ◽

10.1016/j.neucom.2019.01.103 ◽

2019 ◽

Vol 338 ◽

pp. 34-45 ◽

Author(s):

Guotai Wang ◽

Wenqi Li ◽

Michael Aertsen ◽

Jan Deprest ◽

Sébastien Ourselin ◽

...

Keyword(s):

Neural Networks ◽

Image Segmentation ◽

Convolutional Neural Networks ◽

Medical Image ◽

Uncertainty Estimation ◽

Medical Image Segmentation ◽

Test Time ◽

Aleatoric Uncertainty

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CA-Net: Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image Segmentation

IEEE Transactions on Medical Imaging ◽

10.1109/tmi.2020.3035253 ◽

2020 ◽

pp. 1-1

Author(s):

Ran Gu ◽

Guotai Wang ◽

Tao Song ◽

Rui Huang ◽

Michael Aertsen ◽

...

Keyword(s):

Neural Networks ◽

Image Segmentation ◽

Convolutional Neural Networks ◽

Medical Image ◽

Medical Image Segmentation

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Deep learning neural networks for medical image segmentation of brain tumours for diagnosis: a recent review and taxonomy

Journal of Ambient Intelligence and Humanized Computing ◽

10.1007/s12652-020-01998-w ◽

2020 ◽

Author(s):

Sindhu Devunooru ◽

Abeer Alsadoon ◽

P. W. C. Chandana ◽

Azam Beg

Keyword(s):

Neural Networks ◽

Image Segmentation ◽

Deep Learning ◽

Brain Tumours ◽

Medical Image ◽

Medical Image Segmentation

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Deep learning in the small sample size setting: cascaded feed forward neural networks for medical image segmentation

10.1117/12.2216555 ◽

2016 ◽

Author(s):

Bilwaj Gaonkar ◽

David Hovda ◽

Neil Martin ◽

Luke Macyszyn

Keyword(s):

Neural Networks ◽

Image Segmentation ◽

Deep Learning ◽

Sample Size ◽

Medical Image ◽

Small Sample Size ◽

Medical Image Segmentation ◽

Small Sample ◽

Feed Forward ◽

Feed Forward Neural Networks

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Evolutionary Deep Attention Convolutional Neural Networks for 2D and 3D Medical Image Segmentation

Journal of Digital Imaging ◽

10.1007/s10278-021-00526-2 ◽

2021 ◽

Author(s):

Tahereh Hassanzadeh ◽

Daryl Essam ◽

Ruhul Sarker

Keyword(s):

Neural Networks ◽

Image Segmentation ◽

Convolutional Neural Networks ◽

Medical Image ◽

Medical Image Segmentation ◽

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