People of Pathology Podcast

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

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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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