Hematoxylin and eosin-stained biopsy slides are regularly available for colorectal cancer
patients. These slides are often not used to define objective biomarkers for patient …

In routine colorectal cancer management, histologic samples stained with hematoxylin and
eosin are commonly used. Nonetheless, their potential for defining objective biomarkers for …

Background For virtually every patient with colorectal cancer (CRC), hematoxylin–eosin
(HE)–stained tissue slides are available. These images contain quantitative information …

Image-based machine learning and deep learning in particular has recently shown expert-
level accuracy in medical image classification. In this study, we combine convolutional and …

Colorectal cancer is one of the most prevalent types of cancer, with histopathologic
examination of biopsied tissue samples remaining the gold standard for diagnosis. During …

Recent advances in computer vision enable increasingly accurate automated pattern
classification. In the current study we evaluate whether a convolutional neural network …

Colorectal cancer (CRC) is the second leading cause of cancer death in the world, so digital
pathology is essential for assessing prognosis. Due to the increasing resolution and quantity …

Colorectal cancer is one of the most common cancers worldwide, accounting for an annual
estimated 1.8 million incident cases. With the increasing number of colonoscopies being …

Introduction: The initial point in the diagnostic workup of solid tumors remains manual, with
the assessment of hematoxylin and eosin (H&E)-stained tissue sections by microscopy. This …

Nowadays, digital pathology plays a major role in the diagnosis and prognosis of tumours.
Unfortunately, existing methods remain limited when faced with the high resolution and size …