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Anne Martel

  • Senior Scientist
  • Sunnybrook Research Institute
  • 18h-indexImpact measure calculated using publication and citation counts. Updated daily.
  • 1508CitationsNumber of citations received by Anne's publications. Updated daily.

Research interests

Medical Image Analysis

About

Main focus is on the development of machine learning techniques for segmentation and classification particularly for breast cancer screening with MRI and digital pathology i. Emphasis on translation with collaborative links to industry. Software developed using open source platforms and libraries including Python, R, ITK and openCV

Groups

Co-authors (136)

  • Gregory Kuling
  • Pascal Miguel KAMDEM
  • Hongbo Wu
  • Mohammad Peikari
  • Cristina Gallego

Publications (5)

  • A Cluster-then-label Semi-supervised Learning Approach for Pathology Image Classification

    • Peikari M
    • Salama S
    • Nofech-Mozes S
    • et al.
    N/AReaders
    0Citations
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  • Deformable Registration for Longitudinal Breast MRI Screening

    • Mehrabian H
    • Richmond L
    • Lu Y
    • et al.
    N/AReaders
    0Citations
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  • Determining tumor cellularity in digital slides using ResNet

    • Akbar S
    • Peikari M
    • Salama S
    • et al.
    N/AReaders
    0Citations
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  • Localization and classification of cell nuclei in post-neoadjuvant breast cancer surgical specimen using fully convolutional networks

    • Bidart R
    • Gangeh M
    • Peikari M
    • et al.
    N/AReaders
    1Citations
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  • The transition module: a method for preventing overfitting in convolutional neural networks

    • Akbar S
    • Peikari M
    • Salama S
    • et al.
    N/AReaders
    0Citations
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Professional experience

Senior Scientist

Sunnybrook Research Institute

June 2013 - Present

Associate Professor

University of Toronto

June 2013 - Present

Principal Physicist

Queen's Medical Centre

January 1995 - May 2003(8 years)