[visionlist] PhD positions in deep learning for medical image analysis
jose.dolz.upv at gmail.com
Thu Nov 14 22:22:52 -04 2019
Applications are invited for a fully funded PhD position at the ETS,
Montreal, Canada. ETS is the fastest-growing and largest engineering school
in Quebec, with an expanding team of highly qualified young researchers in
image analysis, computer vision and deep learning, some of the priority
areas of the school.
The position is available after the candidate passes ETS application
requirements and the candidate will start at her/his convenience (latest at
winter 2020). Financial support is available for 4 years. This project will
explore learning strategies when annotated data is scarce, with the goal of
understanding and interpreting medical image data efficiently, with a main
focus on image segmentation. The successful candidate will work under the
supervision of Prof. Jose Dolz.
Prospective applicants should have:
- Strong academic record with an excellent M.Sc. degree (or equivalent)
in computer science, applied mathematics, or electrical/biomedical
engineering, preferably with expertise in more than one of the following
areas: medical image analysis, machine learning, computer vision, pattern
recognition, semi/weakly supervised learning and/or optimization.
- Experience with a deep learning framework (preferably PyTorch, or
- Research experience in computer vision, machine learning or image
processing is also desirable.
- Publications in a peer-reviewed journal or conference in a related
topic is a bonus.
For consideration, please send a full CV, names and contact details of
two references, transcripts for graduate studies, and a link to a M.Sc.
thesis (as well as relevant publications if any) to:
jose.dolz at etsmtl.ca
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