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Week 1 – Intro to Python for deep learning (June 12th and 13th 2021)-Learn medical image analysis and deep learning in Python

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McMedHacks

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Activités de formation

The McMedHacks program consists of 8 weeks of presentations and interactive workshops that will help you learn the fundamentals of medical image analysis and deep learning in Python. Each week will have one presentation session and one workshop.

During the presentations sessions leaders in industry and researchers with cutting edge medical image analysis and deep learning projects will present their work. The purpose of these presentation sessions is to motivate and inspire you for the upcoming workshop.

The interactive workshops will be tutorials and demonstrations of how to apply deep learning based analysis to various medical imaging modalities. Participants can follow along and modify the code during the workshops using Google Colab.

The workshops will take place from June 12th until July 31st. After the workshops we will be hosting the McMedHacks hackathon as an opportunity to practice your skills in a friendly competition. More information about the hackathon is coming soon.

Activities

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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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