Deep Dive

New deep learning technology using H&E images has created an alternative path for molecular diagnostics Breast cancer is a clear example of the effectiveness of precision medicine.

Exploring a variety of approaches: stain normalization, color augmentation, adversarial domain adaptation, model adaptation, and finetuning One of the largest challenges in histopathology image analysis is creating models that are robust to the variations across different labs and imaging systems.

A review of machine learning techniques for predicting patient outcomes from whole slide images.

A review of techniques for modeling whole slide histology images and recommendations for different situations.