Histopathology
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Exploring a variety of approaches: stain normalization, color augmentation, adversarial domain adaptation, model adaptation, and…
14 min read -
Attention-Based Deep Multiple Instance Learning For prostate cancer diagnosis using PyTorch and AWS SageMaker data…
17 min read -
A review of machine learning techniques for predicting patient outcomes from whole slide images.
20 min read -
From Patches to Slides: How to Train Deep Learning Models on Gigapixel Images With Weak Supervision
Deep LearningA review of techniques for modeling whole slide histology images and recommendations for different situations.
15 min read