Episode 63: Dr Heather Couture – Machine Learning and Image Analysis in Pathology
Today my guest is Dr Heather Couture
What we discuss with Dr Couture:
- Her work in computer science and computer vision
- Her Masters program in robotics and and image analysis of images from Mars
- Her dissertation work in predicting tumor biomarkers in breast cancer
- How she founded Pixel Scientia and the works she does with it
- Transfer learning and how it applies to pathology
- Tissue segmentation in image analysis
- The Pathology ML Insights Newsletter
Links for this episode:
Pathology ML Insights Newsletter
Finding Prognostic Patterns in Gigapixel Images
A Deeper Understanding of Breast Cancer
Deep Learning-based Histology Biomarkers
People of Pathology Podcast:
