Publications by authors named "Abdulkream A Alsulami"
Bioengineering (Basel)
September 2024
Article Synopsis
- - Lung and colon cancer (LCC) is a serious disease that requires accurate and timely diagnosis, as conventional methods often face challenges in efficiency and accuracy, impacting early detection and treatment outcomes.
- - The study introduces a new approach called Lung and Colon Cancer using a Swin Transformer with an Ensemble Model on Histopathological Images (LCCST-EMHI), which combines deep learning techniques and image processing to enhance the diagnosis and classification of LCC.
- - The LCCST-EMHI method uses various advanced techniques like bilateral filtering for noise reduction, Swin Transformer for feature extraction, and an ensemble of three deep learning classifiers, showing promising results through extensive simulations on benchmark datasets.
