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December 2022

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Enhancing Representation Capability of Deep Learning Models for Medical Image Analysis under Limited Training Data

Enhancing Representation Capability of Deep Learning Models for Medical Image Analysis under Limited Training Data
2:30 pm - 3:30 pm

Speaker:
Prof. QIN Jing
Centre for Smart Health
School of Nursing
The Hong Kong Polytechnic University

Abstract:
Deep learning has achieved remarkable success in various medical image analysis tasks. No matter the past, present, or the foreseeable future, one of the main obstacles that prohibits deep learning models fr , ...

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Geometric Deep Learning – Examples on Brain Surfaces

Geometric Deep Learning – Examples on Brain Surfaces
4:00 pm - 5:00 pm

Speaker:
Prof. Hervé Lombaert
Associate Professor
ETS Montreal, Canada

Abstract:
How to analyze the shapes of complex organs, such as the highly folded surface of the brain? This talk will show how spectral shape analysis can benefit general learning problems where data fundamentally lives on surfaces. We exploit spe , ...

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