Thermal modeling for breast tumor detection using thermography
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Asymmetric breast temperature on a thermogram may indicate potential breast cancer.
“From this thermal scan, the doctor may indicate potential breast cancer in case of asymmetric breast temperature [163,164,165,166,167,168].”
From The Current State of Optical Sensors in Medical Wearables (2022) · cites this paper as [165]
Cites
Screening for Breast Cancer: U.S. Preventive Services Task Force Recommendation Statement
U.S. Preventive Services Task Force* (2009) · Annals of Internal Medicine · doi:10.7326/0003-4819-151-10-200911170-00008 · Cited by 1,685 · see citing works
Classification of factors influencing the use of infrared thermography in humans: A review
Fernández-Cuevas, I., Marins, J. C. B., Lastras, J. A., Carmona, P. M. G., Cano, S. P., García-Concepción, M. Á., & Sillero‐Quintana, M. (2015) · Infrared Physics & Technology · doi:10.1016/j.infrared.2015.02.007 · Cited by 588 · see citing works
A review of thermography as promising non-invasive detection modality for breast tumor
Ng, E. Y. K. (2008) · International Journal of Thermal Sciences · doi:10.1016/j.ijthermalsci.2008.06.015 · Cited by 449 · see citing works
Self-citationImplications of surface temperatures in the diagnosis of breast cancer.
Lawson, R. N. (1956) · PubMed · Cited by 319 · see citing works
Breast thermography and cancer risk prediction
Gautherie, M., & Gros, C. M. (1980) · Cancer · doi:10.1002/1097-0142(19800101)45:1 · Cited by 246 · see citing works
Kandlikar, S. G., Perez‐Raya, I., Raghupathi, P. A., Gonzalez-Hernandez, J.-L., Dabydeen, D. A., Medeiros, L., & Phatak, P. D. (2017) · International Journal of Heat and Mass Transfer · doi:10.1016/j.ijheatmasstransfer.2017.01.086 · Cited by 209 · see citing works
Infrared thermography on ocular surface temperature: A review
Tan, J. H., Ng, E. Y. K., Acharya, U. R., & Chee, C. (2009) · Infrared Physics & Technology · doi:10.1016/j.infrared.2009.05.002 · Cited by 200 · see citing works
Self-citationFunctional infrared imaging of the breast
Keyserlingk, J. R., Ahlgren, P. D., Yu, E., Belliveau, N., & Yassa, M. (2000) · IEEE Engineering in Medicine and Biology Magazine · doi:10.1109/51.844378 · Cited by 169 · see citing works
Thermal Imaging Today and Its Relevance to Diabetes
Ring, F. J. (2010) · Journal of Diabetes Science and Technology · doi:10.1177/193229681000400414 · Cited by 167 · see citing works
Ng, E. Y. K., & Sudharsan, N. M. (2001) · Proceedings of the Institution of Mechanical Engineers Part H Journal of Engineering in Medicine · doi:10.1243/0954411011533508 · Cited by 137 · see citing works
Self-citationRelationship Between Microvessel Density and Thermographic Hot Areas in Breast Cancer
Yoshida, S., Nakagawa, S., Yahara, T., Koga, T., Deguchi, H., & Shirouzu, K. (2003) · Surgery Today · doi:10.1007/s005950300055 · Cited by 131 · see citing works
Ng, E. Y. K., & Sudharsan, N. M. (2004) · BMC Cancer · doi:10.1186/1471-2407-4-17 · Cited by 108 · see citing works
Self-citationEfficacy of Computerized Infrared Imaging Analysis to Evaluate Mammographically Suspicious Lesions
Parisky, Y. R., Sardi, A., Hamm, R., Hughes, K. S., Esserman, L. J., Rust, S. W., & Callahan, K. (2003) · American Journal of Roentgenology · doi:10.2214/ajr.180.1.1800263 · Cited by 107 · see citing works
Is thermal scanner losing its bite in mass screening of fever due to SARS?
Ng, E. Y. ‐. (2005) · Medical Physics · doi:10.1118/1.1819532 · Cited by 86 · see citing works
Герасимова, Е. И., Audit, B., Roux, S. G., Khalil, A., Гилева, О. С., Argoul, F., Наймарк, О., & Arnéodo, A. (2014) · Frontiers in Physiology · doi:10.3389/fphys.2014.00176 · Cited by 86 · see citing works
Surface Temperature Distribution of a Breast With and Without Tumour
Sudharsan, N. M., Ng, E. Y. K., & Teh, S. L. (1999) · Computer Methods in Biomechanics & Biomedical Engineering · doi:10.1080/10255849908907987 · Cited by 83 · see citing works
Self-citationInterval symbolic feature extraction for thermography breast cancer detection
de Araújo, M. C., de Lima, R. D. C. F., & de Souza, R. M. C. R. (2014) · Expert Systems with Applications · doi:10.1016/j.eswa.2014.04.027 · Cited by 80 · see citing works
Ng, E. Y. K., & Sudharsan, N. M. (2001) · Proceedings of the Institution of Mechanical Engineers Part H Journal of Engineering in Medicine · doi:10.1243/0954411011535975 · Cited by 80 · see citing works
Self-citationBreast Tumor Simulation and Parameters Estimation Using Evolutionary Algorithms
Mital, M., & Pidaparti, R. M. (2008) · Modelling and Simulation in Engineering · doi:10.1155/2008/756436 · Cited by 76 · see citing works
Thermal Modeling of the Normal Woman’s Breast
Osman, M. M., & Afify, E. M. (1984) · Journal of Biomechanical Engineering · doi:10.1115/1.3138468 · Cited by 75 · see citing works
An immune-inspired semi-supervised algorithm for breast cancer diagnosis
Peng, L., Chen, W., Zhou, W., Li, F., Yang, J., & Zhang, J. (2016) · Computer Methods and Programs in Biomedicine · doi:10.1016/j.cmpb.2016.07.020 · Cited by 69 · see citing works
Breast cancer detection in rotational thermography images using texture features
Francis, S. V., Sasikala, M., Bharathi, G. B., & Jaipurkar, S. D. (2014) · Infrared Physics & Technology · doi:10.1016/j.infrared.2014.08.019 · Cited by 64 · see citing works
Raghavendra, U., Gudigar, A., Rao, T. N., Ciaccio, E. J., Ng, E. Y. K., & Acharya, U. R. (2019) · Infrared Physics & Technology · doi:10.1016/j.infrared.2019.103041 · Cited by 56 · see citing works
Self-citationInfrared (IR) thermography as a potential screening modality for carotid artery stenosis
Saxena, A., Ng, E. Y. K., & Lim, S. T. (2019) · Computers in Biology and Medicine · doi:10.1016/j.compbiomed.2019.103419 · Cited by 34 · see citing works
Self-citationSun, G., Saga, T., Shimizu, T., Hakozaki, Y., & Matsui, T. (2014) · International Journal of Infectious Diseases · doi:10.1016/j.ijid.2014.03.1398 · Cited by 32 · see citing works
Saxena, A., Ng, E. Y. K., Raman, V., Hamli, M. S. B. M., Moderhak, M., Kołacz, S., & Jankau, J. A. (2019) · Infrared Physics & Technology · doi:10.1016/j.infrared.2019.103063 · Cited by 24 · see citing works
Self-citationJarrell, J. F., & Spanswick, C. C. (2009) · Journal of Medical Case Reports · doi:10.4076/1752-1947-3-8992 · Cited by 6 · see citing works
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Vavrinsky, E., Esfahani, N. E., Hausner, M., Kuzma, A., Rezo, V., Donoval, M., & Kosnacova, H. (2022) · Biosensors · doi:10.3390/bios12040217 · Cited by 103 · see citing works
A Review on Thermal Imaging-Based Breast Cancer Detection Using Deep Learning
Tsietso, D., Yahya, A., & Samikannu, R. (2022) · Mobile Information Systems · doi:10.1155/2022/8952849 · Cited by 27 · see citing works
Ahmad, A. Y. A. B., Alzubi, J. A. A., Vasanthan, M., Kondaveeti, S. B., Shreyas, J., & Priyanka, T. P. (2025) · Scientific Reports · doi:10.1038/s41598-025-96827-5 · Cited by 25 · see citing works
Husaini, M. A. S. A., Habaebi, M. H., Suliman, F. M., Islam, M. R., Elsheikh, E. A. A., & Muhaisen, N. A. N. (2023) · Applied Sciences · doi:10.3390/app13158752 · Cited by 23 · see citing works
D’Alessandro, G., Tavakolian, P., & Сфарра, С. (2024) · Applied Sciences · doi:10.3390/app14041603 · Cited by 22 · see citing works
Thermal Modeling of Patient-Specific Breast Cancer With Physics-Based Artificial Intelligence
Perez‐Raya, I., & Kandlikar, S. G. (2022) · ASME Journal of Heat and Mass Transfer · doi:10.1115/1.4055347 · Cited by 18 · see citing works
Barros, T. C., & Figueiredo, A. (2022) · Computer Methods and Programs in Biomedicine · doi:10.1016/j.cmpb.2023.107562 · Cited by 13 · see citing works
Polyakov, M., & Sirotin, D. S. (2025) · Technologies · doi:10.3390/technologies13030106 · Cited by 10 · see citing works
Sritharan, N., Gutiérrez, C., Perez‐Raya, I., Gonzalez-Hernandez, J.-L., Owens, A., Dabydeen, D. A., Medeiros, L., Kandlikar, S. G., & Phatak, P. D. (2024) · Cancers · doi:10.3390/cancers16122264 · Cited by 10 · see citing works
Galati, M., Giorgi, S. D., Rizza, G., Tognoli, E., Colombini, G., Denti, L., Bassoli, E., & Iuliano, L. (2025) · Journal of Nondestructive Evaluation · doi:10.1007/s10921-025-01195-9 · Cited by 7 · see citing works
Horvat, I. D., & Iljaž, J. (2024) · Engineering Analysis with Boundary Elements · doi:10.1016/j.enganabound.2024.106008 · Cited by 5 · see citing works
Geetha, P., & Umamaheswari, S. (2022) · Biomedical Signal Processing and Control · doi:10.1016/j.bspc.2022.104361 · Cited by 4 · see citing works
Development of a Breast Mock-up for Thermographic Diagnostics
Валерьевна, Ж. Л., Manucharyan, F. V., Tolstoy, E. A., Иванович, П. А., & Shishkin, Y. (2023) · International Scientific-Technical Conference on Actual Problems of Electronic Instrument Engineering (APEIE) · doi:10.1109/apeie59731.2023.10347819 · Cited by 3 · see citing works
Breast Cancer Diagnosis Using Artificial Intelligence Approaches: A Systematic Literature Review
Alshehri, A., & AlSaeed, D. (2023) · Intelligent Automation & Soft Computing · doi:10.32604/iasc.2023.037096 · Cited by 2 · see citing works
Long, H., & Li, K. (2024) · International Journal of Thermal Sciences · doi:10.1016/j.ijthermalsci.2024.109433 · Cited by 2 · see citing works
Geetha, P., & Umamaheswari, S. (2024) · Automatika · doi:10.1080/00051144.2024.2413219 · Cited by 2 · see citing works
Gutiérrez, C., & Kandlikar, S. G. (2024) · Journal of Engineering and Science in Medical Diagnostics and Therapy · doi:10.1115/1.4065797 · Cited by 2 · see citing works
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Parameswari, C., Rajalakshmi, G., Rathnamala, S., Sivakumar, G., Hemajeyasri, P., & Sivasabitha, K. (2025) · Journal of Ubiquitous Computing and Communication Technologies · doi:10.36548/jucct.2025.2.002 · Cited by 1 · see citing works
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Raj, A. A. E., Ahmad, N. B., & Ananiah Durai, S. (2024) · International Journal of Adaptive Control and Signal Processing · doi:10.1002/acs.3798 · Cited by 1 · see citing works
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Caridade, C. M. R., & Roseiro, L. M. (2021) · Iberian Conference on Information Systems and Technologies (CISTI) · doi:10.23919/cisti52073.2021.9476646 · Cited by 1 · see citing works
Detection of Tumours Using Breast Surface Thermal Patterns
Yu, Y., Hu, G. S., & Fok, S. C. (2021) · Proceedings of the World Congress on Mechanical, Chemical, and Material Engineering · doi:10.11159/icmie21.124
Self-citationMuslim, R., Fardela, R., & Kusuma, T. A. I. (2026) · International Journal of Heat and Mass Transfer · doi:10.1016/j.ijheatmasstransfer.2026.129785
Victor, T. M. M., Vajravelu, A., Ponniran, A., Raj, A. E., Ahammed, S. R., & Selvam, J. (2026) · International Journal of Intelligent Systems · doi:10.1155/int/9714490
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Demirci, B. A., Demirci, O., & Engin, M. (2026) · Infrared Physics & Technology · doi:10.1016/j.infrared.2026.106859
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林, 思., & Xiao, P. (2026) · Textile Research Journal · doi:10.1177/00405175261497530
Saqib, M., Hasnain, S., Farman, M., Hafez, M., & Hınçal, E. (2026) · Science Progress · doi:10.1177/00368504261491450
- Authors
- Mukhmetov, O., Igali, D., Mashekova, A., Zhao, Y., Ng, E. Y. K., Fok, S. C., & Teh, S. L.
- Affiliations
- Nazarbayev University (KZ)
- Nanyang Technological University (SG)
- Corresponding author
- Zhao, Y.
- Venue
- International Journal of Thermal Sciences
- Publisher
- Elsevier BV
- Published
- 2021-03
- Volume
- 161
- Pages
- 106712
- ISSN
- 1290-0729 (ISSN-L)
- OpenAlex
- W3095900464
- Cited by
- 27
- References
- 27
- Citations by year
- 2026: 4 · 2025: 4 · 2024: 8 · 2023: 4 · 2022: 5 · 2021: 2
- FWCI
- 1.34
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- Locations
- International Journal of Thermal Sciences (publishedVersion)
- Nazarbayev University Repository (Nazarbayev University) (submittedVersion)
- DR-NTU (Nanyang Technological University) (submittedVersion)
- Funders
- Ministry of Education and Science of the Republic of Kazakhstan
- Topics
- Health Sciences › Medicine › Radiology, Nuclear Medicine and Imaging › Infrared Thermography in Medicine
- Physical Sciences › Engineering › Mechanics of Materials › Thermography and Photoacoustic Techniques
- Physical Sciences › Engineering › Biomedical Engineering › Microwave Imaging and Scattering Analysis
- Keywords
- breast thermography, breast tumor detection, computer-aided diagnosis, temperature distribution, depth of invasion, 3D scanning, thermal modeling
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