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Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization Volume 9, 2021 - Issue 2
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Research Article

A CNN-based methodology for breast cancer diagnosis using thermal images

J. Zuluaga-Gomeza FEMTO-ST Institute, Univ. Bourgogne Franche-Comt, CNRS, ENSMM, Besancon, France;b Automatic Speech Recognition Research Group, Idiap Research Institute, Martigny, Switzerland;c Ecole Polytechnique Federale De Lausanne (EPFL), SwitzerlandCorrespondence[email protected]
ORCID Iconhttps://orcid.org/0000-0002-6947-2706View further author information
ORCID Icon,
Z. Al Masrya FEMTO-ST Institute, Univ. Bourgogne Franche-Comt, CNRS, ENSMM, Besancon, FranceORCID Iconhttps://orcid.org/0000-0002-6673-0140View further author information
ORCID Icon,
K. Benaggouned Laboratory of Automation and Production Engineering, Batna University, Batna, AlgeriaView further author information
,
S. Meraghnie LINFI Laboratory, University of Biskra, Biskra, AlgeriaView further author information
&
N. Zerhounia FEMTO-ST Institute, Univ. Bourgogne Franche-Comt, CNRS, ENSMM, Besancon, FranceView further author information
Pages 131-145 | Received 02 Apr 2020, Accepted 14 Sep 2020, Published online: 04 Oct 2020

Citations (8)

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Read on this site (2)

Nabil Karim Chebbah, Mohamed Ouslim & Sorore Benabid. (2023) New computer aided diagnostic system using deep neural network and SVM to detect breast cancer in thermography. Quantitative InfraRed Thermography Journal 20:2, pages 62-77.
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Abadhan Ranganath, Pradip Kumar Sahu & Manas Ranjan Senapati. (2022) A novel approach for detection of coronavirus disease from computed tomography scan images using the pivot distribution count method. Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization 10:2, pages 145-156.
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Articles from other publishers (6)

Yu Wang, Xiaoqiong Jiang, Kangyuan Yu, Fuqian Shi, Longjiang Qin, Hui Zhou & Fuman Cai. (2021) Infrared Thermal Images Classification for Pressure Injury Prevention Incorporating the Convolutional Neural Networks. IEEE Access 9, pages 15181-15190.
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María Berenice Fong-Mata , Enrique Efrén García-Guerrero , David Abdel Mejía-Medina, Oscar Roberto López-Bonilla , Luis Jesús Villarreal-Gómez , Francisco Zamora-Arellano, Didier López-Mancilla  & Everardo Inzunza-González . (2020) An Artificial Neural Network Approach and a Data Augmentation Algorithm to Systematize the Diagnosis of Deep-Vein Thrombosis by Using Wells’ Criteria. Electronics 9:11, pages 1810.
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Bardia Yousefi, Hamed Akbari & Xavier P.V. Maldague. (2020) Detecting Vasodilation as Potential Diagnostic Biomarker in Breast Cancer Using Deep Learning-Driven Thermomics. Biosensors 10:11, pages 164.
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Iryna DykanProf., MDProf., MD, Boris TarasyukProf., MDProf., MD & Irina AndrushchenkoPhDPhD. (2020) Scientific research of the SI “Institute of Nuclear Medicine and Diagnostic Radiology of NAMS of Ukraine” in 2019: high-technology and breakthrough trends. Radiation Diagnostics, Radiation Therapy:1, pages 7-11.
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Brian Falkenstein, Adriana Kovashka, Seong Jae Hwang & S. Chakra Chennubhotla. 2020. Computer Vision – ECCV 2020 Workshops. Computer Vision – ECCV 2020 Workshops 310 323 .
Vishwas Rajashekar, Ishaan Lagwankar, Durga Prasad S N & Rahul Nagpal. 2020. Algorithms and Architectures for Parallel Processing. Algorithms and Architectures for Parallel Processing 592 600 .

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