B Li, Y Li, KW Eliceiri - … of the IEEE/CVF conference on …, 2021 - openaccess.thecvf.com
We address the challenging problem of whole slide image (WSI) classification. WSIs have very high resolutions and usually lack localized annotations. WSI classification can be cast …
Advances in entity-graph analysis of histopathology images have brought in a new paradigm to describe tissue composition, and learn the tissue structure-to-function …
Segmenting histology images into diagnostically relevant regions is imperative to support timely and reliable decisions by pathologists. To this end, computer-aided techniques have …
Breast cancer has the highest fatality for women compared with other types of cancer. Generally, early diagnosis of cancer is crucial to increase the chances of successful …
K Zormpas-Petridis, R Noguera, DK Ivankovic… - Frontiers in …, 2021 - frontiersin.org
High computational cost associated with digital pathology image analysis approaches is a challenge towards their translation in routine pathology clinic. Here, we propose a …
Z Bozdağ, FM Talu - International Journal of Computational …, 2021 - atlantis-press.com
The convolutional neural networks (CNNs) are frequently used in the segmentation of histopathological whole slide image-(WSI) acquired breast lymph nodes. The first layers in …