… Histopathological image analysis is the gold standard to diagnose cancer. Carcinoma is a …
are the causes of leading deaths in developed countries, with colon cancer ranking second in …

… for content-based image retrieval and classification of histopathology images. While firstly
… In this work, we focus on breast and colon cancer, which are distinguished as two of the …

… these cancers from histopathological images poses a complex challenge in medical diagnostics.
Advanced image … in histopathological slides. The integration of artificial intelligence in …

… biological aspects in histopathological images, the computerized diagnosis … colon cancer
in histopathology images has gained popularity. The images acquired using the histopathology …

… histopathology image analysis for cancer detection and classification. Histopathology refers
… Here the homogeneous colon cancer images are used to obtain better results over intensity …

… were obtained from 44 patients, preneoplastic lesions (ACF) from 45 patients, adenoma
images from 76 patients, and colon cancer tissue images from 58 patients diagnosed with CRC. …

… accurate gland segmentation from digitized histopathological images. The existing studies
… from a wide range of histologic grades of cancer with greater precision by harnessing the …

… are considered an appropriate tool for diagnosing cancer, … in automatic histopathological
image classification. … classification of lung and colon cancers from histopathology images. In the …

… It achieved the state-of-the-art performance on classifying epithelial cells in colon cancer
by training on large-scale data. These two methods utilize different approaches to integrate …

… very high, which means the model is very sensitive to images of colon adenocarcinoma and
suitable to be used as a diagnostic colon cancer. Our model also achieved an AUC of 99.6%…