Multimodal Representation Learning for Healthcare Data

The abundance of electronic health record (EHR) data has accelerated the adoption of data-driven methods to automate various tasks ranging from patient care to resource management in hospitals around the world. The use of specific types of data such as X-ray images, doctor’s note and others have been used individually to implement machine learning models […]

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Establishing the value of a new virtual reality preparation process for non-sedated pediatric medical imaging preparation

This project is part of a larger hospital initiative to use innovative technology for patient education and involves establishing business cases for the use of novel digital health technologies in pediatric hospitals. The work will involve implementing evidence-informed strategies to address pediatric patient safety and develop new and applicable knowledge to enhance the productivity of […]

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Incorporating the behavior of caregivers using discrete choice models for assigning visits and/or work schedules to caregivers in home healthcare services planning

The partner organization, AlayaCare being a provider of cloud-based home healthcare software services, will allow us to have access to real-world data as well as field realities for home health care services planning. The responses from the patients as well as the caregivers used to build the behavioral models (discrete choice models) will be obtained […]

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Accelerating the Healthcare Leader’s Career Pathways: Determining pathways of leadership, and developing and testing a mobile app prototype

These are challenging times for healthcare leaders. Since the pandemic, it has become abundantly clear that healthcare is at a tipping point. With burnout, retirements, and resignations, healthcare leadership positions are now more available than ever. CHLNet and LEADs Change have studied leadership during COVID-19 and have highlighted the demands on leadership and the need […]

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Detours: Location intelligence for Inclusive mobility in disruptive sidewalk conditions

Temporary disruptions in the pedestrian environment, such as construction or snow, make it difficult for people with disabilities (PWDs) to reach destinations in their community. Cities struggle to communicate alternate routes that are accessible to everyone when these disruptions occur. Grounded in a context of data valorization and transfer for the development of smart and […]

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Foundational Models for Drug Discovery

A foundation model (FM) is any model that is trained at scale on a broad dataset and can be adapted (e.g., fine-tuned) to a wide range of downstream tasks; current examples include BERT, CLIP and GPT-3. In this project, we investigate the challenges of building foundational models for drug discovery: capturing multi-modal information, explainability, and […]

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Mental illness after exposure to medical cannabis

Although most cannabis use is recreational, cannabis is approved for various medical indications. One of most major safety concerns regarding the use of cannabis is its association with mental illness, in particular, induction or exacerbation of psychosis and schizophrenia, suicidal attempts and depression. That said, current available data in the field is based mostly upon […]

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Étude de l’effet immunomodulateur et anti-inflammatoire des molécules bioactives dérivées de l’huile essentielle de Ptychotis Verticilla dans le cadre de l’arthrose

L’arthrose est le type d’arthrite le plus courant et une cause importante d’invalidité dans le monde. Avec une population canadienne croissante et vieillissante, la prévalence et le fardeau de l’incapacité devraient augmenter. Heureusement, le risque de développer de l’arthrose peut être réduit et bien qu’il n’y ait pas de remède connu, beaucoup peut être fait […]

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Project Horizon – Technology Team, Executive Residency Program

Project Horizon is a significant campus redevelopment project being undertaken by SickKids in cooperation with the Ministry of Health and Long-Term Care over the next decade in the heart of Toronto’s downtown core. The redevelopment project for a renewal of clinical care and support areas of the hospital will increase inpatient hospital beds and treatment […]

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The Fertility Partners

The Fertility Partners helps leading IVF clinics achieve the best clinic outcomes by providing back-office support through a collaborative synergistic medical-scientific, professional and business environment. By having over 100 years of fertility experience, the team provides clinics with strategic and tactical insights to help achieve the best outcomes and top-tier patient experiences. The opportunity with […]

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Data and Visual Analytics for Prediction of Health Care Utilization Involving Musculoskeletal Disorders in BC

This study will establish the utilization rates of musculoskeletal services, for example, low-back pain, across healthcare systems in BC. To capture the utilization rates of musculoskeletal services, we can detect and establish the current frequency of these services related to the most recent healthcare expenditures. Knowing the utilization and expenditures would allow BC Chiropractor Association […]

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Application of Health Statistics for Proactive Care Planning in Long Term Care

Shannex wishes to maximize use of its various data sources to generate key insights for health care teams when it comes to care planning/ general care of residents. What is missing from Shannex’s existing resources is a professional who is capable of identifying, and executing on, various statistical/mathematical manipulations to generate/ automate these meaningful insights. […]

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