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

Cancer Detection ◽

Fully Convolutional Neural Networks

Initial Investigation ◽

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

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

10.1145/3319619.3322035 ◽

2019 ◽

Cited By ~ 1

Author(s):

Paulo Lapa ◽

Ivo Gonçalves ◽

Leonardo Rundo ◽

Mauro Castelli

Keyword(s):

Prostate Cancer ◽

Neural Networks ◽

Magnetic Resonance ◽

Cancer Detection ◽

Classification Performance ◽

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 ◽

Cited By ~ 16

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 ◽

Networks Analysis ◽

Artificial Neural

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

10.1117/12.2254423 ◽

2017 ◽

Cited By ~ 12

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 ◽

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 ◽

Cancer Detection ◽

Support Vector ◽

Deep Convolutional Neural Networks ◽

Vector Machines ◽

Level Analysis

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 ◽

Cancer Detection ◽

Data Augmentation ◽

Diffusion Weighted Mri ◽

Diffusion Weighted ◽

Augmentation Strategies ◽

Comprehensive Study

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 ◽

Cited By ~ 9

Author(s):

Wooje Lee ◽

Aufried T.M. Lenferink ◽

Cees Otto ◽

Herman L. Offerhaus

Keyword(s):

Prostate Cancer ◽

Neural Networks ◽

Raman Spectra ◽

Extracellular Vesicles ◽

Cancer Detection ◽

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 ◽

Cited By ~ 15

Author(s):

Yohannes Tsehay ◽

Nathan Lay ◽

Xiaosong Wang ◽

Jin Tae Kwak ◽

Baris Turkbey ◽

...

Keyword(s):

Prostate Cancer ◽

Neural Networks ◽

Cancer Detection ◽

Multiparametric Mri ◽

Deep Convolutional Neural Networks ◽

Guided Learning

Evaluation of fully automated myocardial segmentation techniques in native and contrast‐enhanced T1‐mapping cardiovascular magnetic resonance images using fully convolutional neural networks

Medical Physics ◽

10.1002/mp.14574 ◽

2020 ◽

Author(s):

Nadia A. Farrag ◽

Aidan Lochbihler ◽

James A. White ◽

Eranga Ukwatta

Keyword(s):

Neural Networks ◽

Cardiovascular Magnetic Resonance ◽

Magnetic Resonance ◽

T1 Mapping ◽

Fully Convolutional Neural Networks ◽

Contrast Enhanced ◽

Myocardial Segmentation

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 ◽

Cited By ~ 10

Author(s):

Yohan Sumathipala ◽

Nathan Lay ◽

Baris Turkbey

Keyword(s):

Prostate Cancer ◽

Neural Networks ◽

Cancer Detection ◽

Deep Convolutional Neural Networks ◽

Myocardial segmentation in cardiac magnetic resonance images using fully convolutional neural networks

Biomedical Signal Processing and Control ◽

10.1016/j.bspc.2018.04.008 ◽

2018 ◽

Vol 44 ◽

pp. 48-57 ◽

Cited By ~ 6

Author(s):

Liset Vázquez Romaguera ◽

Francisco Perdigón Romero ◽

Cicero Ferreira Fernandes Costa Filho ◽

Marly Guimarães Fernandes Costa

Keyword(s):

Neural Networks ◽

Cardiac Magnetic Resonance ◽

Magnetic Resonance ◽

Fully Convolutional Neural Networks ◽

Myocardial Segmentation