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Innovation

Automatic detection of abnormal breast thermograms using asymmetry analysis of texture features

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Pages 17-21 | Received 20 May 2012, Accepted 05 Sep 2012, Published online: 30 Nov 2012

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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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U. Raghavendra, U. Rajendra Acharya, E. Y. K. Ng, Jen-Hong Tan & Anjan Gudigar. (2016) An integrated index for breast cancer identification using histogram of oriented gradient and kernel locality preserving projection features extracted from thermograms. Quantitative InfraRed Thermography Journal 13:2, pages 195-209.
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Sonalee P. Suryawanshi & Bhaveshkumar C. Dharmani. (2023) COMPARATIVE STUDY OF HEURISTIC-BASED SUPPORT VECTOR MACHINE AND NEURAL NETWORK FOR THERMOGRAM BREAST CANCER DETECTION WITH ENTROPY FEATURES. Biomedical Engineering: Applications, Basis and Communications 35:02.
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Ruchika Thukral, Ashwani Kumar Aggarwal, Ajat Shatru Arora, Tapas Dora & Sankalp Sancheti. (2023) Artificial intelligence-based prediction of oral mucositis in patients with head-and-neck cancer: A prospective observational study utilizing a thermographic approach. Cancer Research, Statistics, and Treatment 6:2, pages 181-190.
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Ankita Dey & Sreeraman Rajan. (2022) Red-plane Asymmetry Analysis of Breast Thermograms for Cancer Detection. Red-plane Asymmetry Analysis of Breast Thermograms for Cancer Detection.
Ritam Sharma, Janki Ballabh Sharma, Ranjan Maheshwari & Praveen Agarwal. (2022) Thermogram Adaptive Efficient Model for Breast Cancer Detection Using Fractional Derivative Mask and Hybrid Feature Set in the IoT Environment. Computer Modeling in Engineering & Sciences 130:2, pages 923-947.
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Sourav Pramanik, Debotosh Bhattacharjee, Mita Nasipuri & Ondrej Krejcar. (2021) LINPE-BL: A Local Descriptor and Broad Learning for Identification of Abnormal Breast Thermograms. IEEE Transactions on Medical Imaging 40:12, pages 3919-3931.
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Shikha Ambastha, Shweta Pant, Sharath Umesh, Vikas Vazhayil & Sundarrajan Asokan. (2020) Feasibility Study on Thermography of Embedded Tumor Using Fiber Bragg Grating Thermal Sensor. IEEE Sensors Journal 20:5, pages 2452-2459.
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J. Saminathan, M. Sasikala, VB. Narayanamurthy, K. Rajesh & R. Arvind. (2020) Computer aided detection of diabetic foot ulcer using asymmetry analysis of texture and temperature features. Infrared Physics & Technology 105, pages 103219.
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U. Raghavendra, Anjan Gudigar, Tejaswi N. Rao, Edward J. Ciaccio, E.Y.K. Ng & U. Rajendra Acharya. (2019) Computer-aided diagnosis for the identification of breast cancer using thermogram images: A comprehensive review. Infrared Physics & Technology 102, pages 103041.
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Seyed Mohammad Salman Lari, Afsaneh Mojra & Mohsen Rokni. (2019) Simultaneous localization of multiple tumors from thermogram of tissue phantom by using a novel optimization algorithm inspired by hunting dogs. Computers in Biology and Medicine 112, pages 103377.
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Cerise M. L. S. Zolet, Leandra Ulbricht, Eduardo F. R. Romaneli & Eduardo B. Neves. (2019) Thermal Asymmetries and Mean Foot Temperature. Thermal Asymmetries and Mean Foot Temperature.
Usha Rani Gogoi, Mrinal Kanti Bhowmik, Debotosh Bhattacharjee & Anjan Kumar Ghosh. (2018) Singular value based characterization and analysis of thermal patches for early breast abnormality detection. Australasian Physical & Engineering Sciences in Medicine 41:4, pages 861-879.
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Abdelmajid Bousselham, Omar Bouattane, Mohamed Youssfi & Abdelhadi Raihani. (2018) Brain tumor temperature effect extraction from MRI imaging using bioheat equation. Procedia Computer Science 127, pages 336-343.
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Z. Heidary, A. Mojra, M. Shirazi & M. Bazargan. (2018) A novel approach for early evaluation of orthodontic process by a numerical thermomechanical analysis. International Journal for Numerical Methods in Biomedical Engineering 34:1, pages e2899.
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Marcus C. Araújo, Renata M. C. R. Souza, Rita C. F. Lima & Telmo M. Silva Filho. (2016) An interval prototype classifier based on a parameterized distance applied to breast thermographic images. Medical & Biological Engineering & Computing 55:6, pages 873-884.
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Sheeja V. Francis, M. Sasikala & Sandeep D. Jaipurkar. 2017. Application of Infrared to Biomedical Sciences. Application of Infrared to Biomedical Sciences 133 158 .
Moslem Sadeghi-Goughari & Afsaneh Mojra. (2015) Finite element modeling of haptic thermography: A novel approach for brain tumor detection during minimally invasive neurosurgery. Journal of Thermal Biology 53, pages 53-65.
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Zvonimir Zore, Irina Filipović-Zore, Mladen Stanec, Goran Batinjan & Aljoša Matejčić. (2015) Association of clinical, histopathological and immunohistochemical prognostic factors of invasive breast tumors and thermographic findings. Infrared Physics & Technology 68, pages 201-205.
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Sheeja V Francis, M. Sasikala, G. Bhavani Bharathi & Sandeep D. Jaipurkar. (2014) Breast cancer detection in rotational thermography images using texture features. Infrared Physics & Technology 67, pages 490-496.
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Marcus C. Araújo, Rita C.F. Lima & Renata M.C.R. de Souza. (2014) Interval symbolic feature extraction for thermography breast cancer detection. Expert Systems with Applications 41:15, pages 6728-6737.
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Oliver Faust, U. Rajendra Acharya, E.Y.K. Ng, Tan Jen Hong & Wenwei Yu. (2014) Application of infrared thermography in computer aided diagnosis. Infrared Physics & Technology 66, pages 160-175.
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S. S. Suganthi & S. Ramakrishnan. (2014) Analysis of Breast Thermograms Using Gabor Wavelet Anisotropy Index. Journal of Medical Systems 38:9.
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Sheeja V. Francis, M. Sasikala & S. Saranya. (2014) Detection of Breast Abnormality from Thermograms Using Curvelet Transform Based Feature Extraction. Journal of Medical Systems 38:4.
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