Attention-Based Ensemble Network for Effective Breast Cancer Classification over Benchmarks
Globally, breast cancer (BC) is considered a major cause of death among women.
Therefore, researchers have used various machine and deep learning-based methods for its …
Therefore, researchers have used various machine and deep learning-based methods for its …
[HTML][HTML] A generative adversarial network to Reinhard stain normalization for histopathology image analysis
AM Alhassan - Ain Shams Engineering Journal, 2024 - Elsevier
Histopathology image analysis is paramount importance for accurate diagnosing diseases
and gaining insight into tissue properties. The significant challenge of staining variability …
and gaining insight into tissue properties. The significant challenge of staining variability …
Advanced feature learning and classification of microscopic breast abnormalities using a robust deep transfer learning technique
Breast cancer is a major health threat, with early detection crucial for improving cure and
survival rates. Current systems rely on imaging technology, but digital pathology and …
survival rates. Current systems rely on imaging technology, but digital pathology and …
Adam golden search optimization enabled DCNN for classification of breast cancer using histopathological image
N Suganthi, S Kotagiri, DR Thirupurasundari… - … Signal Processing and …, 2024 - Elsevier
Breast Cancer (BC) is a killing disorder, every year it kills millions of human beings. Early
diagnosis is the only way to mitigate the mortality rate. Among all kinds of screening …
diagnosis is the only way to mitigate the mortality rate. Among all kinds of screening …
Ensemble Deep Learning-Based Image Classification for Breast Cancer Subtype and Invasiveness Diagnosis from Whole Slide Image Histopathology
AA Balasubramanian, SMA Al-Heejawi, A Singh… - Cancers, 2024 - mdpi.com
Simple Summary Breast cancer is a significant cause of female cancer-related deaths in the
US. Checking how severe the cancer is helps in planning treatment. Modern AI methods are …
US. Checking how severe the cancer is helps in planning treatment. Modern AI methods are …
Enhanced image segmentation for cancer images using sparse based classification framework
The correct identification and class of cancerous regions in scientific pictures is vital for
diagnosis and treatment planning. This examination recommends an enhanced image …
diagnosis and treatment planning. This examination recommends an enhanced image …