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Part 1 : Deep Learning & Microscopic Image Analysis: Towards Automated Daily Laboratory Medical Services Part 2 : Musculoskeletal Imaging Computer Aided Diagnosis: Trends and Challenges

HTL_Mansoor_Fatehi
Monday, 23. April 2018 - 12:00 - 14:00

​Health Tech Lunch - 23.04.2018, 12h00 - Sierre, Techno-Pôle (Room Maïa)

Presentation by Mansoor Fatehi (Medical Imaging Informatics Research Center, Tehran, Iran)

Title : Musculoskeletal CAD & Microscopic image analysis automation

Part 1 : Deep Learning & Microscopic Image Analysis: Towards Automated Daily Laboratory Medical Services

A general medical diagnostic laboratory provides routine services in daily practice based on microscopic findings. This process bears the potential to be automated by using computer vision while deep learning methods can prepare the basis for object detection and classification to be inserted into the report. Peripheral blood spear, urinary sediment, spermatogram and Pop smear are four most commonly performed tests based on microscopy, each facing diverse challenges of image understanding and clinical validations. The purpose of this presentation is to overview methodology and achievements of our ongoing project aiming to develop a holistic solution to daily needs of medical labs.

Part 2 : Musculoskeletal Imaging Computer Aided Diagnosis: Trends and Challenges

Musculoskeletal tissue structures and abnormalities have been a common area of interest in development of computer aided diagnosis and detection, using images of actually all modalities. In this presentation, after an overview of the trends in MSK CAD research in the past couple of decades, three projects will be introduced, (bone age determination, MR based FIFA grading system for athletic bone age determination and automated peripheral skeletal measurements), to see how deep learning and computer vision methods may apply to skeletal system and what are the specific challenges of assessing bone, joint, muscle and connective tissues.

Bio

Dr. Fatehi is chief of sports imaging department of FIFA medical center of excellence in Tehran and is currently working as technical director of Vista medical imaging center at Tehran where he is a co-founder. He got his medical degree from Iran University of medical sciences at Tehran continued to residency of radiology graduated in 1998. He became a fellow in University of Maryland for imaging informatics and musculoskeletal imaging between 2009-2010 and then got certified by American Board of Imaging Informatics to become a CIIP. He established medical imaging informatics research center in Tehran after returning to homeland to conduct research and training on computer applications in radiology.

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