Applications of Machine Learning in Medical Image Analysis

Presenter: Elliot Greenblatt, Ph.D. | Associate Director of CT and Advanced Special Projects, Invicro

In this webinar, a review of Invicro’s experience utilizing artificial intelligence (AI) as a tool for solving medical image analysis challenges in preclinical and clinical applications will be explored. Specific use cases where machine learning (ML) made a difference and provided further insights into the promise and pitfalls of utilizing ML will be discussed. Moreover, a deeper dive into a ML segmentation example will be presented to show how it is being used to analyze murine colon walls from MR images.

During this webinar, the presenter will:

  1. Describe how AI is practically being utilized to solve specific analysis workflows  
  2. Reveal some of the promise and pitfalls of ML
  3. Explain when ML is a potential solution for specific imaging problems
Thursday, October 15
2:30pm EDT

Register for On-Demand Access:

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ELLIOT GREENBLATT, PH.D

Associate Director of CT and Advanced Special Projects, Invicro

Dr. Greenblatt joined Invicro after receiving his Ph.D. in Mechanical Engineering from The Massachusetts Institute of Technology (MIT) in 2015. Prior to joining Invicro, Dr. Greenblatt developed software and hardware to aid the acquisition and analysis of pulmonary functional images. As the current Associate Director of CT and Advanced Special Projects, he leads the development and execution of many machine learning projects on the image analysis team.