INTERN DATA SCIENTIST:
MEDICAL IMAGE PROCESSING AND DEEP LEARNING
Duration: 6 months
Location: Bordeaux
Start: January-March 2021
Keywords: Echocardiography, Deep learning
Salary: 1000 euros / month
Context:
DESKi, “learn” in Breton, is a young and innovative company, combining a strong expertise in both echography and artificial intelligence. After 2 years of research, we developed real-time AI-driven algorithms able to guide inexperienced operators performing cardiac ultrasound (see video link).
Deski is now building HeartFocus, a solution for remote and decentralized echocardiographic exams. Heartfocus App uses our guidance AI driven algorithmes to help non-expert acquire ultrasound images at the point of care (i.e. where and when needed). Those images are then transferred to Heartfocus WebPlatform for a remote interpretation by cardiologists.
Mission:
As an intern of DESKi Team, you will contribute in improving our guidance algorithms and training models for automatic echocardiography analysis (classification /segmentation /detection) to help cardiologists’ interpretation. You will join us to:
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Design ML pipelines from raw data to certified results
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Review most recent publications to improve our stack
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Design DL architecture dedicated to ultrasound video analysis
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Work close to with health practitioner and cardiologs
Requirements:
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Theoretical background in ML/AI
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Experience in Python and Deep learning frameworks (ideally tensorflow/Keras)
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Experience in Computer vision
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Proficiency in english
Desired skills:
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Experience with git / agile development
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Experience with remote servers / console / GPU
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Medical Background
Your application includes:
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Cover letter detailing your motivation
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CV
To be sent to
Please reach out if you have any questions !