The Fields Institute Centre for Quantitative Analysis and Modelling

Mathematics, Analytics, and Data Science Lab

We conduct research and develop advanced mathematical models to address the needs of our industry partners

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Welcome

Advancement through Research Collaboration

The Mathematics, Analytics, and Data Science Lab, a Centre for Quantitative Analysis and Modelling (CQAM)initiative, is situated within the Fields Institute. The lab’s primary mandate is to bridge the gap between academia and industry. Leveraging research collaborations with industry partners, the lab engages in solving real-world problems in science and technology to develop and enhance products and services within healthcare.

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Research Portfolio

Detecting cognitive load and task engagement using machine learning techniques on facial images and ECG signals.

Identifying retinal dysfunction using machine learning techniques on ERG and mfERG signals.

Understanding pulmonary ventilation perfusion mismatch and deriving intrapulmonary shunt by using inhale & exhale gas fractions.

Devising computationally efficient algorithms to solve a system of nonlinear partial differential equations.