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Episode 63: Dr Heather Couture – Machine Learning and Image Analysis in Pathology

People of Pathology Podcast

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…
June 7, 2021

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:

Health Podcast Network

 LabVine Learning

The ConfLab from LabVine

Dress A Med scrubs

 

Pixel Scientia

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:

Website

Twitter

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