​​DeepSlide: A Sliding Window Framework for Classification of High Resolution Microscopy Images (Whole-Slide Images)

DeepSlide, our #DeepLearning library for classification/visualization of high-resolution pathology images is open-source and available on GitHub.

GitHub: https://github.com/BMIRDS/deepslide

#histopathology #healthcare #PyTorch

​​A deep learning framework for nucleus segmentation using image style transfer

One of the challenges in applying DL to tissue and cell analysis (which can be used to, but not which usage is not limited to, cancer diagnostics) is boosting annoted training sets. This paper may help with the matter.

Link: https://www.biorxiv.org/content/10.1101/580605v1
#deeplearning #microscopy