Impact of stain normalization and patch selection on the performance of convolutional neural networks in histological breast and prostate cancer classification

Computer Methods and Programs in Biomedicine Update ◽

10.1016/j.cmpbup.2021.100004 ◽

2021 ◽

Vol 1 ◽

pp. 100004

Author(s):

Massimo Salvi ◽

Filippo Molinari ◽

U Rajendra Acharya ◽

Luca Molinaro ◽

Kristen M. Meiburger

Keyword(s):

Prostate Cancer ◽

Neural Networks ◽

Convolutional Neural Networks ◽

Cancer Classification ◽

Patch Selection ◽

Breast And Prostate Cancer ◽

Prostate Cancer Classification

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Prostate Cancer Classification on VERDICT DW-MRI Using Convolutional Neural Networks

Machine Learning in Medical Imaging - Lecture Notes in Computer Science ◽

10.1007/978-3-030-00919-9_37 ◽

2018 ◽

pp. 319-327

Author(s):

Eleni Chiou ◽

Francesco Giganti ◽

Elisenda Bonet-Carne ◽

Shonit Punwani ◽

Iasonas Kokkinos ◽

...

Keyword(s):

Prostate Cancer ◽

Neural Networks ◽

Convolutional Neural Networks ◽

Cancer Classification ◽

Prostate Cancer Classification

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Robust Prostate Cancer Classification with Siamese Neural Networks

Advances in Visual Computing - Lecture Notes in Computer Science ◽

10.1007/978-3-030-64559-5_14 ◽

2020 ◽

pp. 180-189

Author(s):

Alberto Rossi ◽

Monica Bianchini ◽

Franco Scarselli

Keyword(s):

Prostate Cancer ◽

Neural Networks ◽

Cancer Classification ◽

Prostate Cancer Classification

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Use of Artificial Immune Systems and Artificial Neural Networks in prostate cancer classification

2014 22nd Signal Processing and Communications Applications Conference (SIU) ◽

10.1109/siu.2014.6830172 ◽

2014 ◽

Author(s):

Serai Ozsen ◽

Hasibe Cingilli Vural

Keyword(s):

Prostate Cancer ◽

Neural Networks ◽

Artificial Neural Networks ◽

Artificial Immune Systems ◽

Cancer Classification ◽

Artificial Immune ◽

Immune Systems ◽

Artificial Neural ◽

Prostate Cancer Classification

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Prostate Cancer Classification Using Random Forest and Support Vector Machines

Journal of Physics Conference Series ◽

10.1088/1742-6596/1752/1/012043 ◽

2021 ◽

Vol 1752 (1) ◽

pp. 012043

Author(s):

Z Rustam ◽

N Angie

Keyword(s):

Prostate Cancer ◽

Support Vector Machines ◽

Random Forest ◽

Cancer Classification ◽

Support Vector ◽

Vector Machines ◽

Prostate Cancer Classification

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Prostate cancer classification from ultrasound and MRI images using deep learning based Explainable Artificial Intelligence

Future Generation Computer Systems ◽

10.1016/j.future.2021.09.030 ◽

2021 ◽

Author(s):

Md. Rafiul Hassan ◽

Md. Fakrul Islam ◽

Md. Zia Uddin ◽

Goutam Ghoshal ◽

Muhammad Mehedi Hassan ◽

...

Keyword(s):

Prostate Cancer ◽

Artificial Intelligence ◽

Deep Learning ◽

Cancer Classification ◽

Explainable Artificial Intelligence ◽

Prostate Cancer Classification

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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 ◽

Cited By ~ 4

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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Prostate cancer classification from prostate biomedical data using ant rough set algorithm with radial trained extreme learning neural network

Health and Technology ◽

10.1007/s12553-018-0279-6 ◽

2018 ◽

Vol 10 (1) ◽

pp. 157-165 ◽

Cited By ~ 10

Author(s):

P.Mohamed Shakeel ◽

Gunasekaran Manogaran

Keyword(s):

Neural Network ◽

Prostate Cancer ◽

Rough Set ◽

Cancer Classification ◽

Biomedical Data ◽

Prostate Cancer Classification

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Prostate Cancer Classification Based on Best First Search and Taguchi Feature Selection Method

Image and Video Technology - Lecture Notes in Computer Science ◽

10.1007/978-3-030-34879-3_25 ◽

2019 ◽

pp. 325-336

Author(s):

Md Akizur Rahman ◽

Priyanka Singh ◽

Ravie Chandren Muniyandi ◽

Domingo Mery ◽

Mukesh Prasad

Keyword(s):

Prostate Cancer ◽

Feature Selection ◽

Feature Selection Method ◽

Selection Method ◽

Cancer Classification ◽

Best First Search ◽

Prostate Cancer Classification

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Prostate Cancer Classification Using Multispectral Imagery and Metaheuristics

Computational Intelligence in Medical Imaging ◽

10.1201/9781420060614.ch6 ◽

2009 ◽

pp. 139-166 ◽

Cited By ~ 1

Author(s):

Ahmed Bouridane ◽

Muhammad Ali Roula ◽

Muhammad Atif Tahir

Keyword(s):

Prostate Cancer ◽

Cancer Classification ◽

Multispectral Imagery ◽

Prostate Cancer Classification

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Bayesian spatial models for voxel‐wise prostate cancer classification using multi‐parametric magnetic resonance imaging data

Statistics in Medicine ◽

10.1002/sim.9245 ◽

2021 ◽

Author(s):

Jin Jin ◽

Lin Zhang ◽

Ethan Leng ◽

Gregory J. Metzger ◽

Joseph S. Koopmeiners

Keyword(s):

Magnetic Resonance Imaging ◽

Prostate Cancer ◽

Magnetic Resonance ◽

Spatial Models ◽

Cancer Classification ◽

Imaging Data ◽

Resonance Imaging ◽

Magnetic Resonance Imaging Data ◽

Bayesian Spatial Models ◽

Prostate Cancer Classification

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