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Postdoctoral Research Associate in Advanced Imaging Techniques
2 months ago
Position Overview: The Smart Imaging Lab at Imperial College London is actively seeking a dedicated and enthusiastic Postdoctoral Research Associate to contribute to a variety of cutting-edge projects funded by prominent research organizations.
Project Focus: This role involves engaging in advanced quantitative MRI and PET imaging research. Current initiatives encompass:
- Cardiovascular MRI applications for atrial fibrillation and congenital heart disease.
- Utilization of CT and chest X-ray techniques for lung fibrosis analysis.
- Multimodal imaging strategies for cancer detection.
- Development of deep learning algorithms for medical image/data analysis, including segmentation, classification, and reconstruction.
Key Responsibilities: The successful candidate will work on enhancing the efficiency and scalability of various MRI and PET methodologies. This includes:
- Improving predictive capabilities for clinical outcomes.
- Empowering patients and healthcare professionals in the diagnostic process.
- Contributing to the advancement of health systems and fostering research innovation.
Collaboration Opportunities: The role offers a chance to collaborate with esteemed researchers and PhD candidates, as well as engage in national and international partnerships with leading research institutions and technology firms.
Candidate Requirements: Applicants should possess a PhD in a relevant field and demonstrate substantial laboratory experience. A strong foundation in machine learning, particularly in:
- Diffusion models
- Generative adversarial models
- Deep learning applications in medical imaging
- Imaging biomarkers extraction
- Diagnosis and prognosis methodologies
Experience with MRI pulse sequence programming and a thorough understanding of MRI and PET reconstruction is essential. Candidates should also exhibit excellent communication skills, a collaborative spirit, and the ability to manage their workload independently.
Additional Information: Preference will be given to those with a proven research background and publications in reputable journals and conferences related to machine learning, computer vision, and medical imaging.
This position offers a competitive salary and an attractive benefits package, including generous annual leave.