Work with thought leaders and academic experts from Polytechnique Montréal

Researchers on NotedSource with connections to Polytechnique Montréal include Atefeh Abdolmanafi, Ph.D., and Hany Osman.

Atefeh Abdolmanafi, Ph.D.

15 Years Experience
Ph.D. in Computer Science with publications on Medical AI
Experience

Polytechnique Montreal

Postdoctoral fellow / June, 2018June, 2019

 Created a computer-aided diagnostic framework that provides clinicians with operator-independent diagnoses of histological coronary lesions.  Conducted volumetric assessments of different coronary artery tissues to evaluate their dynamics and functionality.  Estimated the elasticity of coronary artery tissues affected by coronary artery disease (CAD) to assess the dynamics and functionality of the arterial wall.

Research Expertise
Pattern recognition
Medical image analysis
Machine learning
Deep learning
Biotechnology
And 8 more
About
Throughout my research journey, I have demonstrated a commitment to advancing the field of medical imaging and artificial intelligence (AI) applications in healthcare. Starting with my master's program in physics, where I specialized in optical phenomena, I built a strong foundation in imaging principles that laid the groundwork for my subsequent research endeavors. My doctoral work focused on coronary artery tissue characterization for pediatric patients with Kawasaki Disease, utilizing innovative approaches such as Convolutional Neural Networks and 3D reconstruction techniques. This work garnered international recognition, culminating in a presentation at the 12th International Symposium on Kawasaki Disease in Japan. During my postdoctoral fellowship, I led the development of a groundbreaking computer-aided diagnostic framework, addressing a critical need in healthcare and presenting at prestigious conferences. Transitioning to industry, I joined Aligo Innovation to bridge the gap between academia and industry applications, successfully contributing to technology transfer and business development. In collaboration with ViTAA Medical Solutions, I played a pivotal role in developing an automated system for analyzing computed tomography images in abdominal aortic aneurysms, resulting in filed patents and impactful publications. More recently, I have taken on a more active role in academia, mentoring students, collaborating on innovative projects, and launching the "MedTech Innovations Journal (MIJ)" to bridge technology and healthcare. Beyond my research pursuits, I am a passionate advocate for the synergy of art and science, as reflected in my book "Being Fully Connected" and recent art exhibitions in Toronto and Montreal. My multifaceted background underscores my dedication to pushing the boundaries of knowledge and creativity in the intersection of technology and healthcare.

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