Multiscale Analysis Domain Interpretable Deep Neural Network for Detection of Breast Cancer Using Thermogram Images

• Published in: IEEE transactions on instrumentation and measurement Vol. 72; pp. 1 - 13
• Main Authors: Gade, Anurag, Dash, Dinesh Kumar, Kumari, T. Mita, Ghosh, Samit Kumar, Tripathy, Rajesh Kumar, Pachori, Ram Bilas
• Format: Journal Article
• Language: English
• Published: New York IEEE 2023; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Accuracy; Artificial intelligence; Artificial neural networks; Automation; Breast; Breast cancer; Deep learning; deep learning (DL); Domains; Empirical analysis; Feature extraction; Imaging techniques; Machine learning; Mammography; Medical imaging; Multiscale analysis; Neural networks; Performance evaluation; Support vector machines; thermogram images; Ultrasonic imaging; Wavelet transforms; X-rays

Breast cancer is the most prevalent cancer among women, with a high mortality rate. The early detection of breast cancer using medical imaging techniques helps reduce the number of deaths caused by this disease. Thermogram imaging is safer and less expensive than mammography for diagnosing breast ca...