Researching ethical LLM applications for improving the therapy note-taking process

Mental health professionals are evolving as they use a multitude of therapy modalities in every session. Already, therapists each have a different way of writing notes to each other, which becomes more complicated when applying a different set of modalities. This research will enable generating LLM case notes for therapists that are unique to their […]

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External Validation of MERCI, a machine learning algortihm for the early detection of retinal toxicity.

Chronic diseases incur a significant socio-economic cost to both patients and the health care system. Physicians must continuously monitor and modify therapies to best meet the patients’ changing requirements, often requiring regular health care visits for specialized testing. Hydroxychloroquine (HCQ) is a disease-modifying antirheumatic drug often prescribed to patients with chronic inflammatory diseases such as […]

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L2M – Video based movement analysis

I am transforming the smartphone into a portable lab. The goal is to unlock a wealth of movement data that can be used for health and performance metrics. My business aims to democratize access to lab-quality movement data, making it accessible from the comfort of your home. This work will contribute to the overall field […]

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L2M – Link Between Worlds

The Link Between Worlds is a project that focuses on bringing creative expression to peoples and communities that typically are not given a voice. The objective of The Link Between Worlds is to create sustainable and repeatable film creation opportunities for Indigenous people to grow and learn skills in the film industry, creating an outlet […]

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Polymath Global – Medical Home Project

Polymath Global is a federally registered Canadian technology company based in Saskatchewan. Our primary activities leverage our innovative cloud computing platform to develop, deploy, and scale SaaS solutions across various sectors. Currently, we are focusing on developing an AI-native electronic medical record (EMR) system, named the “Medical Home,” to address critical needs in healthcare. This […]

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De-risking Recycled Product Manufacturing: Establishing an Open Innovation Model for Circular Plastic Products Made From Canadian ALDFG

Nets for Net Zero is creating a circular economy for abandoned, lost, and discarded fishing gear (ALDFG) in Canada and globally, alongside their circular network partners. This project will address data and innovation gaps, collaborate with Canadian recyclers for infrastructure development, and innovate with local manufacturers to integrate recycled materials made from recycled Canadian Fishing […]

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Open Ice Project

The Open Ice Project, initiated by the Future of Hockey Lab, addresses the growing issue of limited access to ice time across Canada. Rising costs and outdated management practices are shutting Canadians out of hockey, figure skating, ringette, and other ice sports. Without a system to allocate ice time equitably, many communities, especially underrepresented and […]

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Forecasting for Default Recovery

The proposed project aims to harness the power of Artificial Intelligence (AI) and machine learning to develop a predictive model that assists in predicting delinquency in financial contexts. By integrating AI and predictive modelling approaches, the project seeks to enhance the accuracy, efficiency, and interpretability of delinquency predictions within the residential mortgages space. The focus […]

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Elustros Seating App Development

Ellustros has developed an App and SMART Chair to provide an automated ergonomic office solution using AI and IoT technology. The app uses real-time data to assess optimal posture and automatically adjust the SMART Chair to ensure comfort, efficiency, and reduce the risk of injury. At this stage of the product development, the business model […]

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Trend Emergence and Evolution Prospection using Machine Learning in Fully Developed Insurance Claims

This Mitacs Business Strategy Internship project unites Intact Insurance’s extensive insurance data and industry expertise with Western University’s Banking Analytics Lab’s advanced skills in deep learning, actuarial science, and data analysis. The project’s goal is to build an unsupervised deep learning model for detecting significant changes in claim patterns, surpassing the limitations of traditional change-point […]

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Sales Analytics and Dashboard Development

Sycodal Electrotechnique Inc specializes in making intelligent robotics technologies accessible to small and medium-sized businesses through innovative solutions. This project will help Sycodal improve its sales strategies and decision-making processes via a comprehensive sales data analysis and the development of interactive dashboards.

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L2M – SmartSustain Invest Copilot

SmartSustain Invest Copilot provides sustainable investing by combining advanced AI technologies with comprehensive ESG analytics and delivering cutting-edge portfolio management to individual investors. The platform transforms complex ESG data into actionable investment strategies, offering a sophisticated yet accessible solution for those seeking both financial returns and positive impact.

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