Tissue biopsy slides stained using hematoxylin and eosin (H&E) dyes are a cornerstone of histopathology, especially for pathologists needing to diagnose and determine the stage of cancers. A ...

After training, the researchers evaluated the model against pathologists’ performance using 143 whole-slide images. Results suggested that the deep-learning neural network performs on par with the ...

The finding inspired the team to expand their deep learning model to quantify tumor microheterogeneity and immune properties, such as immune infiltration, across the slide.

Despite the existence of multiple deep learning frameworks, there is a lack of comprehensible and easy-to-use high-level tools for the design, training, and testing of deep neural networks (DNNs) ...