Capstone Projects
A showcase of innovative engineering projects across various years
2024-2025
Automated Cavity Detection and Classification Using Deep Learning
Using deep learning techniques for automated cavity detection and classification in medical imaging.
Enhancing Peripheral Nerve Blocks: Real-Time Ultrasound Guidance for Nerve Detection and Needle Placement
Development of real-time ultrasound guidance system to improve accuracy and safety of peripheral nerve blocks.
Increasing energy efficiency in Canada: highspeed rail in the Montreal-Toronto corridor
Analysis and feasibility study of implementing high-speed rail in the Montreal-Toronto corridor to reduce emissions.
Increasing energy efficiency in Germany: high-speed rail in developed nations as a means to reduce emissions
Comparative study of high-speed rail implementation in developed nations focusing on emission reduction.
Dietary health mitigation app
Mobile application development for dietary health monitoring and management.
Next-Gen Intubation: Real-Time Guidance with Computer Vision
Implementation of computer vision technology to provide real-time guidance during intubation procedures.
Solar wind AI
Application of artificial intelligence for solar wind prediction and analysis.
2023-2024
Augmented Reality for Laparoscopic Bariatric Surgery Simulator
Development of an AR-based simulator for training in laparoscopic bariatric surgery procedures.
Al Based Anesthesia Interview Robot
Creation of an AI-powered robot for conducting pre-anesthesia interviews.
Silent Ecological Footprint Quantifying Carbon Emissions in the Healthcare Sector
Research and development of tools to measure and analyze carbon emissions in healthcare settings.
Augmented Reality for Spinal Simulator
Enhancement of spinal procedures training through augmented reality simulation.
Updated ITAG Spinal Simulator for difficult lumbar punctures AR integration
Integration of AR technology into existing ITAG spinal simulator for improved training in difficult lumbar punctures.
2022-2023
Deep Transfer Learning for Ultrasound Image Segmentation
Application of transfer learning techniques for improved ultrasound image segmentation.
Deep Learning for Medical Image Analysis
Implementation of deep learning algorithms for various medical image analysis tasks.
Wireless Universal Vital Sign Bridge for Medical Devices
Development of a wireless system for connecting and monitoring various medical devices.
Integration of Additional Respiratory Parameters into a Closed‐loop General Anaesthesia System Controller and Control Algorithms for ICU Sedation
Enhancement of closed-loop anesthesia systems with additional respiratory parameters and ICU sedation control.
Next Generation Video Laryngoscope
Development of an advanced video laryngoscope system for improved airway management.
ITAG Spinal Simulator: A new simulator for difficult lumbar punctures
Creation of a new simulation system for training in difficult lumbar puncture procedures.
2021-2022
Calculating Impact of Medical Waste on Climate
Research study on quantifying and analyzing the environmental impact of medical waste.
Calculating the Environmental Impact of Anesthesia
Analysis of environmental effects of various anesthesia practices and methods.