Efficient feature extraction and hybrid deep learning for early identification of uterine fibroids in ultrasound images
Sign Up to like & getrecommendations! Published in 2024 at "International Journal of Imaging Systems and Technology"
DOI: 10.1002/ima.23073
Abstract: Non‐cancerous growths called uterine fibroids develop in the uterus. They can vary in size, location, and number, and can produce symptoms including excessive menstrual flow, pelvic discomfort, and reproductive problems. Early detection of uterine fibroids… read more here.
Keywords: detection; feature extraction; uterine fibroids; ultrasound images ... See more keywords
Efficient feature selection and classification algorithm based on PSO and rough sets
Sign Up to like & getrecommendations! Published in 2018 at "Neural Computing and Applications"
DOI: 10.1007/s00521-017-3317-9
Abstract: The high-dimensional data are often characterized by more number of features with less number of instances. Many of the features are irrelevant and redundant. These features may be especially harmful in case of extreme number… read more here.
Keywords: classification; feature selection; feature; pso rough ... See more keywords
Efficient feature selection for histopathological image classification with improved multi-objective WOA
Sign Up to like & getrecommendations! Published in 2024 at "Scientific Reports"
DOI: 10.1038/s41598-024-75842-y
Abstract: The difficulty of selecting features efficiently in histopathology image analysis remains unresolved. Furthermore, the majority of current approaches have approached feature selection as a single objective issue. This research presents an enhanced multi-objective whale optimisation… read more here.
Keywords: multi objective; efficient feature; image; feature selection ... See more keywords
EFLightCaps: an efficient feature-focused lightweight capsule network with frequency-domain regularization for rotating machinery fault diagnosis
Sign Up to like & getrecommendations! Published in 2025 at "Measurement Science and Technology"
DOI: 10.1088/1361-6501/adb50d
Abstract: The prevalent issues of small samples and heavy noise in industrial settings have severely limited the application effectiveness of intelligent diagnostic methods. To address these challenges, an efficient feature-focused lightweight capsule network is proposed. Firstly,… read more here.
Keywords: lightweight capsule; feature focused; capsule network; focused lightweight ... See more keywords