
Sébastien Quetin
Ph.D. Student
Biological & Biomedical Engineering
Artificial Intelligence Group
+33678099431
Bio
Sébastien was born and raised in France. He attended INSA Toulouse, a five years French engineering school where he specialized in Mathematics and Data Science. He is passionate about Artificial Intelligence and deep learning. He is thrilled to join Enger Lab at McGill university to apply Artificial Intelligence to subjects that really matter. He will be working on deep learning-based medical image analysis. Apart from science and programming, he loves sports and discovering new things.
Current Projects
AI-based dosimetry for brachytherapy application
The main goal of my PhD project is to develop a precise automated dosimetry algorithm that would take into account patient tissues heterogeneity and replace time consuming Monte-Carlo simulations.

Catheter digitization for brachytherapy application
2022
Sebastien, Quetin
Artificial Intelligence-based Brachytherapy Presentation
From New avenues in the non-operative management of patients with rectal cancer Conference, 14.10.2022.
@misc{nokey,
title = {Artificial Intelligence-based Brachytherapy},
author = {Quetin Sebastien},
editor = {New avenues in the non-operative management of patients with rectal cancer: Time for discussion},
year = {2022},
date = {2022-10-14},
urldate = {2022-10-14},
howpublished = {From New avenues in the non-operative management of patients with rectal cancer Conference},
keywords = {},
pubstate = {published},
tppubtype = {presentation}
}
Sebastien, Quetin; Zou, Yujing
Deep Learning Framework : Tensorboard and Pytorch Lightning Workshop
2022.
@workshop{nokey,
title = {Deep Learning Framework : Tensorboard and Pytorch Lightning},
author = {Quetin Sebastien and Yujing Zou},
url = {https://www.youtube.com/watch?v=8q09b-Yqly4&list=PLVH7T2_su-vkHLGQXJ0gHijbhjLJOCbaq&index=18
https://mcmedhacks.com/},
year = {2022},
date = {2022-07-20},
urldate = {2022-07-20},
howpublished = {from McMedHacks 2022},
keywords = {},
pubstate = {published},
tppubtype = {workshop}
}
Sebastien, Quetin
Deep Learning Framework : Pytorch tensors and Autograd Workshop
2022.
@workshop{nokey,
title = {Deep Learning Framework : Pytorch tensors and Autograd},
author = {Quetin Sebastien },
url = {https://www.youtube.com/watch?v=3X0ZEfY-nuc&list=PLVH7T2_su-vkHLGQXJ0gHijbhjLJOCbaq&index=12
https://mcmedhacks.com/},
year = {2022},
date = {2022-06-29},
urldate = {2022-06-29},
howpublished = {from McMedHacks 2022},
keywords = {},
pubstate = {published},
tppubtype = {workshop}
}
Sebastien, Quetin; Zou, Yujing
Introduction to medical image processing with Python : DICOM and histopathology images Workshop
2022.
@workshop{nokey,
title = {Introduction to medical image processing with Python : DICOM and histopathology images},
author = {Quetin Sebastien and Yujing Zou},
url = {https://www.youtube.com/watch?v=oazONk9JpFg&list=PLVH7T2_su-vkHLGQXJ0gHijbhjLJOCbaq&index=7
https://mcmedhacks.com/},
year = {2022},
date = {2022-06-17},
urldate = {2022-06-17},
howpublished = {from McMedHacks 2022},
keywords = {},
pubstate = {published},
tppubtype = {workshop}
}