"-Omics" sciences and machine learning

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Institute Intelligence and Data

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Conférences midi

How Does Machine Learning Contribute to Human Health Research

During this webinar, a few examples where machine learning has validated and discovered interesting associations for cases pertaining to human health will be presented.

Dr. Jacques Corbeil’s research team focuses on algorithms that generate parsimonious and interpretable models.

*The webinar will be presented in French.


Featured project

Radiotherapy treatments currently used in the clinical field are rarely modified. They generally consist of a global therapy of 50 grays, fractionated in five treatments of two grays every week for five weeks.
Thus, it could be worthwhile to develop a numeric tool, based on mathematical models found in the literature, in order to compare different types of treatment without having to test them on real tissues. Several parameters are known to alter the tissue response after irradiation including oxygen

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