Internship - Active sampling with deep learning for MR acquisitions
Internship - Active sampling with deep learning for MR acquisitions
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Job Description
Duration: 6 months
From: February 2025 (Flexible)
Skills & Experience
Training/Profile: Medical Imaging / Active Sampling / Deep Learning / MRI Reconstruction
Key Responsibilities
Active sampling in MRI is an emerging approach that promises to significantly reduce scan times and improve imaging efficiency while maintaining high diagnostic quality. By selectively acquiring only the most informative parts of the MR signal specific to the patients anatomy active sampling techniques can enhance the accuracy and speed of MR scans which is critical in both clinical and research settings. Recent advances in deep learning have opened new possibilities for optimizing active sampling strategies through reinforcement learning to improve reconstruction quality and sampling efficiency.This internship will focus on exploring stateoftheart methods in active sampling for MRI reviewing recent research trends and assisting experts in medical imaging in designing and validating active sampling strategies.
Tasks:
- Research Review: Review and analyze the latest literature on active sampling techniques in MRI focusing on emerging trends challenges and breakthroughs.
- Development and Integration: Contribute to the implementation and integration of cuttingedge active sampling techniques using deep learning approaches for MRI reconstruction.
- Collaboration: Work closely with medical imaging experts to design and evaluate novel active sampling strategies that optimize the tradeoff between scan time image quality and diagnostic relevance.
Who We Are
Chipiron is revolutionizing the medical imaging industry by developing light and easily deployable MRI machines powered by an ultrasensitive quantum detection system. Our mission is to make MRI accessible to everyone everywhere. Were a team of engineers based in the heart of Paris and we have only one obsession: building things people want.
Our Culture
- Collaborative DecisionMaking;
- High Standards and Autonomy: We maintain high expectations for our team members and offer complete autonomy coupled with incentives tied to the companys success fostering a culture of ownership and accountability;
- Value of Humility: We prioritize seeking the truth over being right;
- EnglishFirst International Team.
Employment Type
Full Time
