PathML is a Python library for performing deep learning image analysis on whole-slide images (WSIs), including deep tissue, artefact, and background filtering, tile extraction, model inference, model ...

Introduction to Machine Learning and Deep Learning using Python - mark-andrews/pyml01. Skip to content. Navigation Menu Toggle navigation. Sign in Product Actions. Automate any workflow ... Any ...

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.

The article by Bergstrom et al entitled “Deep Learning Artificial Intelligence Predicts Homologous Recombination Deficiency and Platinum Response From Histologic Slides” (Journal of Clinical Oncology ...