Early breast cancer detection via infrared thermography using a CNN enhanced with particle swarm optimization - Alzahrani, Riyadh M.; Sikkandar, Mohamed Yacin; Begum, S. Sabarunisha; Babetat, Ahmed Farag Salem; Alhashim, Maryam; Alduraywish, Abdulrahman; Prakash, N. B.; Ng, Eddie Y. K. (Scientific reports, 2025)
Keywords: 631/114/1564; 639/166/985; Accuracy; Algorithms; Artificial intelligence; Biopsy; Breast cancer; Breast Neoplasms - diagnosis; Breast Neoplasms - diagnostic imaging; Cancer; Cancer screening; Classification; Computer applications; Datasets; Deep learning; Early Detection of Cancer - methods; Efficiency; Feature selection; Female; Fuzzy logic; Generative adversarial network; Humanities and Social Sciences; Humans; Hyperparameters tuning; Image Processing, Computer-Assisted - methods; Infrared Rays; Invasiveness; Machine learning; Mammography; Mathematical functions; Medical research; Mortality; multidisciplinary; Neural networks; Neural Networks, Computer; Optimization techniques; Particle Swarm Optimization; Regression analysis; Science; Science (multidisciplinary); Support vector machines; Thermography; Thermography - methods; Tissues; Type-2 fuzzy logic approach; United States--US; Wisconsin; Optimization techniques; Breast cancer; Type-2 fuzzy logic approach; Hyperparameters tuning; Generative adversarial network