Deep learning for customer insights discovery from videos

Measuring customer experiences has historically been based on analyzing traditional structured data, which mainly consists of surveying questions/answers as well as evaluating purchases and returns. However, using this type of inherently constrained data alone misses the bigger consumer picture. Deeper insights can be derived from unstructured data such as videos of the customers at the […]

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Cancer tissue classification using machine learning/deep learning algorithms

Raman spectroscopy is a non-destructive laser-based optical technique that provides information on the molecular composition of biological tissue. Using this technique, it is possible to distinguish different types of tissue and use this information to develop prognostic tests to evaluate, for example, how a patient will respond to a specific therapy. Combined with other spectroscopy […]

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Development of miniature fluorescence microscope with optogenetically synchronized patterned illumination – Year two

We propose development of miniature fluorescent microscope with flexible spatiotemporal photostimulation patterns of ensembles of neurons in freely behaving animals.For precision and targeted photostimulation of light-activated proteins (opsins), the light beam from high power incoherent light source will be shaped by user-controlled digital micromirror device (DMD). The light patterns formed by DMD will be sent […]

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Investigating the cell biology of cannabinoid synthesis in Cannabis sativa

Cannabis sativa is a plant well-known for its production of cannabinoids, which are lipids with unique pharmacological properties. These compounds are produced mainly in female floral buds in specialized epidermal outgrowths known as glandular trichomes. These structures consist of a long stalk supporting a disk of biosynthetically active cells that produce the cannabinoids. Cannabinoid biosynthesis […]

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Characterizing the role of probiotics in physiologically relevant ex vivo and in vivo models of infectious colitis

In the intestines of people living with inflammatory bowel diseases (IBDs), the balance of beneficial bacteria is shifted. Instead, the intestine is overloaded with potentially harmful bacteria – a phenomenon known as dysbiosis. This shift in bacterial populations is believed to be among the key contributors to the onset of inflammation observed in IBD patients. […]

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Developing Provisional Publishing Guidelines Informed by Indigenous Storytelling and Knowledge Keeping Protocols

This project will develop provisional guidelines for publishing texts for and by Indigenous people. Each story, each storyteller, and each nation presents a different case, and there can be no set of rules. The objective is to outline a provisional, adaptable set of principles, questions, and considerations to guide the process of selecting, editing, publishing, […]

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Diagnostic, Prognostic and Health Monitoring of Aircraft Flight Control System

The reduction of aircraft life-cycle cost and environmental footprint, increasingly desired by the aerospace industry, requires innovative ideas not only at design level but also at maintenance level. Aircraft manufacturers are looking for highly reliable equipment; however, degradations due to wear and tear and faults/failures are inevitable. Thus, when degradations occur, aircraft owners/operators want to […]

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Automating financial reports redaction

The objective of the proposed research project is to automate the redaction of financial portfolios reports. The generated reports should inform the reader about which factors influenced the portfolio’s returns, to what degree, and how far these factors deviate from the norm.

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The Sherbrooke Personalized Cancer Avatar Model Initiative: A Feasibility Study of Treatment Guided by the Combination of DNA Profiling and Next-Generation Medical Avatars in Patients with Advanced Kidney Cancer

We recently developed a rapid and cost-effective pre-clinical technology that is well suited for precision medicine –the ex ovo chicken embryo ChorioAllantoic Membrane (CAM) assay. Our goal is to perform a pilot study that combines tumor genotyping data and the use of personalized CAMavatars, to predict drug sensitivity in renal cancer patients and to test […]

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Securing Accessible, Quality Early Learning and Care for Families Working Non-Standard Hours in Alberta: A Systematic Scoping Review

Across Canada, many families struggle to find high quality, affordable child care. Most child care options for families are limited to daytime and weekday work hours; this creates even greater challenges for shiftworkers who rely on paid child care. When child care is not available, mothers usually bear the greatest burden as many women, whether […]

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