Modeling Exfiltration Events in Sunlife Cybersecurity Data

Many governments and other organizations hold confidential data. Theft of that data can be extremely damaging both to the organization and to the people whose data has been stolen. Massive breaches each involving millions of people have been occurring on a regular basis in recent years. New Cyber Security tools are needed to help people […]

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Health Equity and Barriers to LDKT in South Asian Communities

As of 2012, about three million Canadians suffer from chronic kidney disease. Patients with kidney failure need dialysis or kidney transplantation to survive. LDKT (LDKT) is the best treatment option for many patients with kidney failure, however, it is not used as much as it could be. Patients who belong to ethnic minority groups are […]

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OPTIMIZATION OF A HEAT TRANSFER SYSTEM

Heat exchangers, used in building heating, ventilation and air conditioning (HVAC) systems to transfer heat from hot to cold fluids, are designed to operate under ideal conditions. However, in practice operating conditions may vary with ambient temperature or humidity. HVAC system efficiency can be improved significantly if fluid flow rates are adjusted in response to […]

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Assessing and Identifying Clinical Dead-ends in Intensive Care Settings

type of treatment they will provide to patients. With technological improvements and the availability of a significant volume of data, it is increasingly difficult for care providers to properly evaluate and analyze the options available to them. The current health condition of the patient–reflected in the monitored observations which are recorded in EMR–may depend on […]

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Predicting Warfarin Sensitivity after Cardiovascular Surgery

Anticoagulation with Warfarin is indicated and required for post-operative cardiovascular patients. However, it is a high-risk medication with a narrow therapeutic range where sub-optimal dosing can lead to complications and even death. While multiple risk factors have been associated to Warfarin sensitivity, the prediction of optimal Warfarin dosing strategies remains ineffective and requires trial and […]

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Improving Service Life of Graphite Component Through Advanced Coating

Kelvin Thermal Storage is developing a technology to convert the inexpensive, off-peak/excess or renewable energy into a thermal energy. The technology uses graphite as the heat storage media and carbon composites as heating elements. In order to protect the carbon based components from oxidation by the heat-carrying media (an inert gas containing trace amounts of […]

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Assessing the impact of cell positioning via micropatterning on throughput, precision, and reproducibility of cell-based tests

In recent years, the concern with data reproducibility in preclinical research data has increased significantly. A survey performed by Nature showed more than 70% of published research is not reproducible and the issue is more concerning when it comes to biomedical research with only 10% of published work able to be reproduced. Scientists study the […]

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Machine learning-based optimization of a small-molecule suppressor of the cellular prion protein

A reduction in the levels of the cellular prion protein (PrPC) is expected to ameliorate cellular toxicity in both Alzheimer’s disease (AD) and prion diseases. The latter are invariably fatal diseases that include Creutzfeldt-Jakob disease in humans and bovine spongiform encephalopathy (BSE), also known as ‘Mad Cow Disease’, in cattle. To identify a rational method […]

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Stratifying colorectal cancer liver metastases using unsupervised clustering of quantitative imaging phenotypes

Personalized and precise treatments are the keys to improve prognosis of cancer patients and are also the main strategy of Sunnybrook Hospital. This project aims to stratify patients with colorectal cancer liver metastases (CRM) based on their disease subtype and risk using magnetic resonance imaging, which is routinely used in the diagnosis, staging and operative […]

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