GABNet: global attention block for retinal OCT disease classification
Introduction The retina represents a critical ocular structure. Of the various ophthalmic
afflictions, retinal pathologies have garnered considerable scientific interest, owing to their …
afflictions, retinal pathologies have garnered considerable scientific interest, owing to their …
YOLOX-Dense-CT: a detection algorithm for cherry tomatoes based on YOLOX and DenseNet
The detection of cherry tomatoes has a great significance for robotic harvesting. However,
uneven environment conditions, such as branch and leaf occlusion, cluster of fruits, and so …
uneven environment conditions, such as branch and leaf occlusion, cluster of fruits, and so …
[HTML][HTML] Convolutional neural network with parallel convolution scale attention module and ResCBAM for breast histology image classification
T Yan, G Chen, H Zhang, G Wang, Z Yan, Y Li, S Xu… - Heliyon, 2024 - cell.com
Breast cancer is the most common cause of female morbidity and death worldwide.
Compared with other cancers, early detection of breast cancer is more helpful to improve the …
Compared with other cancers, early detection of breast cancer is more helpful to improve the …
Classification of images using EfficientNet CNN model with convolutional block attention module (CBAM) and spatial group-wise enhance module (SGE)
B Pang - … Conference on Image, Signal Processing, and …, 2022 - spiedigitallibrary.org
Classification of images is highly useful in medical, agriculture, industry, and other fields.
Improving the accuracy of classification with a small quality of parameters is a challenging …
Improving the accuracy of classification with a small quality of parameters is a challenging …
Noise-robustness test for ultrasound breast nodule neural network models as medical devices
J Jiang, X Jiang, L Xu, Y Zhang, Y Zheng… - Frontiers in …, 2023 - frontiersin.org
Background Deep learning technology has been widely applied to medical image analysis.
But due to the limitations of its own imaging principle, ultrasound image has the …
But due to the limitations of its own imaging principle, ultrasound image has the …
Stacked Ensemble Machine Learning based Skin Cancer Detection and Classification Model.
Skin cancer is most top three critical kinds of cancer due to damaged DNA, which is cause
death. This damaged DNA begins cells for growing uncontrollably and currently it can be …
death. This damaged DNA begins cells for growing uncontrollably and currently it can be …
Comparison of attention mechanism in convolutional neural networks for binary classification of breast cancer histopathological images
M Ziąber, K Przystalski, P Białas, W Rudnicki… - Future of Information …, 2023 - Springer
The quality of classification is crucial in medical applications. Especially when it comes to
confirm that the patient does not have a malignant tumor. An example of such an application …
confirm that the patient does not have a malignant tumor. An example of such an application …