Sami Alkadri

PhD Candidate

Research Interests

Machine Learning

VR/AR Surgical Simulation

Biomechanics

Medical Devices

Health Informatics

Computer Science Applications

Biomedical Engineering

About

Hello! I'm a Mechanical Engineering Ph.D. Candidate at McGill University. My research interests lie at the intersection of machine learning, engineering, and medicine. Currently, I'm engaged in developing and validating novel surgical training simulators through state-of-the-art VR/AR technologies. #### Academic Research As a published author, my work has been accepted and presented at world-renowned conferences such as the ORS PSRS 6th International Spine Research Symposium and the 11th Interdisciplinary World Congress on Low Back & Pelvic Girdle Pain. I focus on rigorous methodological approaches and the application of machine learning algorithms in the healthcare domain. #### Technical Skills * Proficient in Developing Machine Learning Algorithms: From initial conceptualization to full functionality. * Specialized in Validating VR/AR Surgical Simulations: Conducting face, content, and construct validity studies. * Experienced in medical/surgical device development including surgical robotics. * Expertise in Conducting Randomized Controlled Trials: From preparation (writing protocols, designing questionnaires, IRB applications) to execution (participant recruitment, data collection) and analysis (data post-processing, statistical analyses). #### Business Acumen My experience as the Business Development and Operations Director at Alkadri Trading Co. has honed my strategic business mindset, optimizing ROI and capitalizing on organizational strengths to drive growth. #### Awards & Distinctions I have consistently been in the top 5% of my graduate class in the faculty of Engineering at McGill University. Among my accolades are the best graduating Honours thesis, first place in the final departmental examinations, and multiple graduate scholarships including the Vadasz Scholar McGill Engineering Doctoral Award and the McGill Engineering Undergraduate Student Masters Award. #### Teaching & Mentorship Besides research, I've mentored bioengineering students in their capstone projects and have served as a Teaching Assistant at McGill. #### Let's Connect I'm always open to collaborating on impactful research, discussing innovative solutions in machine learning and medical simulation, and exploring business aspects in these fields. Feel free to reach out!

Publications

Utilizing a multilayer perceptron artificial neural network to assess a virtual reality surgical procedure

Computers in Biology and Medicine / Sep 01, 2021

Alkadri, S., Ledwos, N., Mirchi, N., Reich, A., Yilmaz, R., Driscoll, M., & Del Maestro, R. F. (2021). Utilizing a multilayer perceptron artificial neural network to assess a virtual reality surgical procedure. Computers in Biology and Medicine, 136, 104770. https://doi.org/10.1016/j.compbiomed.2021.104770

Development and Validation of a Mixed Reality Configuration of a Simulator for a Minimally Invasive Spine Surgery Using the Workspace of a Haptic Device and Simulator Users

BioMed Research International / Dec 31, 2021

Patel, S., Alkadri, S., & Driscoll, M. (2021). Development and Validation of a Mixed Reality Configuration of a Simulator for a Minimally Invasive Spine Surgery Using the Workspace of a Haptic Device and Simulator Users. BioMed Research International, 2021, 1–12. https://doi.org/10.1155/2021/2435126

Face, content, and construct validity of a novel VR/AR surgical simulator of a minimally invasive spine operation

Medical & Biological Engineering & Computing / Feb 26, 2024

Alkadri, S., Del Maestro, R. F., & Driscoll, M. (2024). Face, content, and construct validity of a novel VR/AR surgical simulator of a minimally invasive spine operation. Medical & Biological Engineering & Computing. https://doi.org/10.1007/s11517-024-03053-8

Impact of Haptic Feedback on Surgical Training Outcomes: A Randomised, Controlled, Double-Blinded Trial of Haptic Versus Non-Haptic Immersive Virtual Reality Training

OrthoMedia / Apr 27, 2023

Impact of Haptic Feedback on Surgical Training Outcomes: A Randomised, Controlled, Double-Blinded Trial of Haptic Versus Non-Haptic Immersive Virtual Reality Training. (2023). [dataset]. In OrthoMedia. British Editorial Society of Bone & Joint Surgery. https://doi.org/10.1302/3114-230101

Education

McGill University

PhD, Mechanical Engineering / July, 2024 (anticipated)

Montreal

Links & Social Media

Research Web Site

Join Sami on NotedSource!

Join Now

At NotedSource, we believe that professors, post-docs, scientists and other researchers have deep, untapped knowledge and expertise that can be leveraged to drive innovation within companies. NotedSource is committed to bridging the gap between academia and industry by providing a platform for collaboration with industry and networking with other researchers.

For industry, NotedSource identifies the right academic experts in 24 hours to help organizations build and grow. With a platform of thousands of knowledgeable PhDs, scientists, and industry experts, NotedSource makes connecting and collaborating easy.

For academic researchers such as professors, post-docs, and Ph.D.s, NotedSource provides tools to discover and connect to your colleagues with messaging and news feeds, in addition to the opportunity to be paid for your collaboration with vetted partners.