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Ricardo Bigolin Lanfredi

PhD student

University of Utah

SCI Institute

Biography

I am a PhD student at the University of Utah researching the intersection of Computer Vision, Deep Learning, and Medical Image Analysis. I am working with Tolga Tasdizen.

Interests

  • Computer Vision
  • Medical Image Analysis
  • Deep Learning
  • Model Interpretability
  • Adversarial Robustness

Education

  • PhD in Electrical Engineering, 2017 - Current

    University of Utah

  • MEng - Diplôme d'Ingénieur, 2012 - 2016

    CentralSupélec

  • BSc in Electrical Engineering, 2010 - 2016

    Universidade Federal do Rio Grande do Sul

Projects

Eye-tracking Annotations for Deep Learning Radiology Applications

       This project is NIH-funded, started in 2020, and aims to collect eye-tracking data as a …

COPD from Chest X-rays

       After collecting a dataset of chest x-rays and pulmonary function tests of the same patient within …