Enhancing classification performance of convolutional neural networks for prostate cancer detection on magnetic resonance images

Proceedings of the Genetic and Evolutionary Computation Conference Companion on - GECCO '19 ◽

10.1145/3319619.3322035 ◽

2019 ◽

Author(s):

Paulo Lapa ◽

Ivo Gonçalves ◽

Leonardo Rundo ◽

Mauro Castelli

Keyword(s):

Prostate Cancer ◽

Neural Networks ◽

Magnetic Resonance ◽

Convolutional Neural Networks ◽

Cancer Detection ◽

Classification Performance ◽

Magnetic Resonance Images ◽

Prostate Cancer Detection

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Fully convolutional neural networks for prostate cancer detection using multi-parametric magnetic resonance images: an initial investigation

2018 24th International Conference on Pattern Recognition (ICPR) ◽

10.1109/icpr.2018.8545754 ◽

2018 ◽

Author(s):

Yunzhi Wang ◽

Bin Zheng ◽

Dashan Gao ◽

Jiao Wang

Keyword(s):

Prostate Cancer ◽

Neural Networks ◽

Magnetic Resonance ◽

Convolutional Neural Networks ◽

Cancer Detection ◽

Magnetic Resonance Images ◽

Prostate Cancer Detection ◽

Initial Investigation ◽

Fully Convolutional Neural Networks

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Anatomic segmentation improves prostate cancer detection with artificial neural networks analysis of1H magnetic resonance spectroscopic imaging

Journal of Magnetic Resonance Imaging ◽

10.1002/jmri.24487 ◽

2013 ◽

Vol 40 (6) ◽

pp. 1414-1421 ◽

Author(s):

Lukasz Matulewicz ◽

Jacobus F.A. Jansen ◽

Louisa Bokacheva ◽

Hebert Alberto Vargas ◽

Oguz Akin ◽

...

Keyword(s):

Prostate Cancer ◽

Neural Networks ◽

Artificial Neural Networks ◽

Magnetic Resonance ◽

Cancer Detection ◽

Spectroscopic Imaging ◽

Magnetic Resonance Spectroscopic Imaging ◽

Prostate Cancer Detection ◽

Networks Analysis ◽

Artificial Neural

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Convolutional neural network based deep-learning architecture for prostate cancer detection on multiparametric magnetic resonance images

10.1117/12.2254423 ◽

2017 ◽

Author(s):

Yohannes K. Tsehay ◽

Nathan S. Lay ◽

Holger R. Roth ◽

Xiaosong Wang ◽

Jin Tae Kwak ◽

...

Keyword(s):

Neural Network ◽

Prostate Cancer ◽

Deep Learning ◽

Magnetic Resonance ◽

Convolutional Neural Network ◽

Cancer Detection ◽

Magnetic Resonance Images ◽

Prostate Cancer Detection

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Prostate cancer detection based on deep convolutional neural networks and support vector machines: a novel concern level analysis

Multimedia Tools and Applications ◽

10.1007/s11042-021-10849-5 ◽

2021 ◽

Author(s):

Wessam M. Salama ◽

Moustafa H. Aly

Keyword(s):

Prostate Cancer ◽

Neural Networks ◽

Support Vector Machines ◽

Convolutional Neural Networks ◽

Cancer Detection ◽

Support Vector ◽

Deep Convolutional Neural Networks ◽

Prostate Cancer Detection ◽

Vector Machines ◽

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A Comprehensive Study of Data Augmentation Strategies for Prostate Cancer Detection in Diffusion-Weighted MRI Using Convolutional Neural Networks

Journal of Digital Imaging ◽

10.1007/s10278-021-00478-7 ◽

2021 ◽

Author(s):

Ruqian Hao ◽

Khashayar Namdar ◽

Lin Liu ◽

Masoom A. Haider ◽

Farzad Khalvati

Keyword(s):

Prostate Cancer ◽

Neural Networks ◽

Convolutional Neural Networks ◽

Cancer Detection ◽

Data Augmentation ◽

Diffusion Weighted Mri ◽

Prostate Cancer Detection ◽

Diffusion Weighted ◽

Augmentation Strategies ◽

Comprehensive Study

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Classifying Raman spectra of extracellular vesicles based on convolutional neural networks for prostate cancer detection

Journal of Raman Spectroscopy ◽

10.1002/jrs.5770 ◽

2019 ◽

Vol 51 (2) ◽

pp. 293-300 ◽

Author(s):

Wooje Lee ◽

Aufried T.M. Lenferink ◽

Cees Otto ◽

Herman L. Offerhaus

Keyword(s):

Prostate Cancer ◽

Neural Networks ◽

Raman Spectra ◽

Convolutional Neural Networks ◽

Extracellular Vesicles ◽

Cancer Detection ◽

Prostate Cancer Detection

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Biopsy-guided learning with deep convolutional neural networks for Prostate Cancer detection on multiparametric MRI

2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017) ◽

10.1109/isbi.2017.7950602 ◽

2017 ◽

Author(s):

Yohannes Tsehay ◽

Nathan Lay ◽

Xiaosong Wang ◽

Jin Tae Kwak ◽

Baris Turkbey ◽

...

Keyword(s):

Prostate Cancer ◽

Neural Networks ◽

Convolutional Neural Networks ◽

Cancer Detection ◽

Multiparametric Mri ◽

Deep Convolutional Neural Networks ◽

Prostate Cancer Detection ◽

Guided Learning

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Prostate cancer detection from multi-institution multiparametric MRIs using deep convolutional neural networks

Journal of Medical Imaging ◽

10.1117/1.jmi.5.4.044507 ◽

2018 ◽

Vol 5 (04) ◽

pp. 1 ◽

Author(s):

Yohan Sumathipala ◽

Nathan Lay ◽

Baris Turkbey

Keyword(s):

Prostate Cancer ◽

Neural Networks ◽

Convolutional Neural Networks ◽

Cancer Detection ◽

Deep Convolutional Neural Networks ◽

Prostate Cancer Detection

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Prostate cancer detection from multi-institution multiparametric MRIs using deep convolutional neural networks system (Erratum)

Journal of Medical Imaging ◽

10.1117/1.jmi.6.3.039803 ◽

2019 ◽

Vol 6 (03) ◽

pp. 1

Author(s):

Yohan Sumathipala ◽

Nathan Lay ◽

Baris Turkbey ◽

Clayton Smith ◽

Peter L. Choyke ◽

...

Keyword(s):

Prostate Cancer ◽

Neural Networks ◽

Convolutional Neural Networks ◽

Cancer Detection ◽

Deep Convolutional Neural Networks ◽

Prostate Cancer Detection

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1500: Magnetic Resonance Spectroscopic Imaging can Improve Prostate Cancer Detection Rates of Transrectal Ultrasound Guided Biopsy in Men with Serum Prostate Specific Antigen Less than 10 NG/ML

The Journal of Urology ◽

10.1016/s0022-5347(18)33704-2 ◽

2006 ◽

Vol 175 (4S) ◽

pp. 484-484

Author(s):

Rajeev Kumar ◽

Rishi Nayyar ◽

Virender Kumar ◽

Narmada P. Gupta ◽

Nr Jaganathan ◽

...

Keyword(s):

Prostate Cancer ◽

Magnetic Resonance ◽

Cancer Detection ◽

Specific Antigen ◽

Transrectal Ultrasound ◽

Magnetic Resonance Spectroscopic Imaging ◽

Ultrasound Guided ◽

Detection Rates ◽

Prostate Cancer Detection ◽

Improve Prostate Cancer

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