IEEE

A GAN-Based Data Augmentation Method for Mitigating Class Imbalance Problem in Histopathological Image Classification

Abstract: This study proposes a Generative Adversarial Network (GAN)-based data augmentation method to tackle the class imbalance issue in histopathological image classification. The proposed GAN ...
IEEE

Optimized Colon Cancer Nuclei Classification Using Hybrid Swin Transformer and CNN Model: A Comparative Study

Abstract: Colon cancer remains a significant global health issue, and early identification plays a crucial role in improving patient outcomes. This study focuses on enhancing the automated ...
unilad

Experts claim common gut problem could raise risk of bowel cancer by 600%

Warning: This article contains discussion of cancer which some readers may find distressing. Most cancers have seen more and more people survive them in recent decades, as medical breakthroughs ...
Daily Mail

Experts pinpoint common gut problem that raises risk of bowel cancer by '600 per cent'

Millions of patients are at serious risk of developing deadly colorectal cancer before the age of 50 because they have inflammatory bowel disease, says one of Britain’s top experts. The lifelong ...