Postdoc Multimodal Cardiovascular AI research

Offer Description

In this postdoctoral project, you will develop innovative multimodal AI frameworks to integrate diverse cardiovascular data sources. Your research will focus on combining imaging data (e.g., cardiac MRI, echocardiography), signals (e.g. electrocardiography, intracardiac signals), clinical measurements, molecular and genomic profiles to improve diagnostic accuracy and patient stratification in cardiovascular diseases. You will work on synthetic data generation techniques to improve multi-centre training while maintaining privacy, and develop methods to optimize cross-modal representations for enhanced predictive modeling.

As a postdoctoral researcher, you will:

• Design and implement novel multimodal AI architectures for cardiovascular applications;
• Develop synthetic data generation methods to augment sparse modalities;
• Create frameworks for joint optimization of cross-modal representations;
• Validate models using clinical datasets in collaboration with cardiologists;
• Mentor PhD and MSc students and present findings at international conferences;
• Intention to apply for grants to expand our group, and potentially start your own research group.

Where to apply

Website: https://www.academictransfer.com/en/jobs/364171/postdoc-multimodal-cardiovascular-ai-research/apply/

Requirements

Specific Requirements

• You have a PhD in Computer Science, AI/ML, Biomedical Engineering, or related field;
• You demonstrate strong programming skills in Python and have experience with deep learning frameworks such as PyTorch (experience with high performance computing infrastructures is a plus);
• You have experience in medical image analysis (multimodal learning experience is a plus);
• You have a publication track record in top AI/ML or medical informatics venues such as NeurIPS, MICCAI, or SPIE Medical Imaging and/or in translational venues such as Nature portfolio journals (Nature Medicine, Nature Cardiovascular Medicine, npj Digital Medicine);
• Experience with clinical healthcare data systems is a plus.

Additional Information

Benefits

• You will be employed by Amsterdam UMC Research BV.
• A contract for 12 months with the option to extend by mutual agreement
• Classification in salary scale 10, €3.724 to €5.867 gross for full-time employment (depending on experience). In addition to a good basic salary, we offer 8.3% end-of-year bonus. Calculate your net salary here.
• Holiday hours: 194.4 per year for full time and a possibility to save additional hours.
• 100% reimbursement for public transport travel costs. If you travel by foot, bicycle, or car, a mileage allowance of €0.21 per km applies (up to a maximum of 40 km one way by car).
• Do you prefer cycling? Take advantage of our good bike scheme.
• Pension accrual with BeFrank, a modern, comprehensible and fairly priced pension.

Watch this video with more information about joining Amsterdam UMC Research BV.

Additional comments

During the publication period, applications will be handled continuously. If the vacancy is filled, it will be closed prematurely.

If you have any questions about this position, please feel free to contact dr. Fleur Tjong, via f.v.tjong@amsterdamumc.nl.

A reference check, screening and hiring test may be part of the procedure. Read here whether that applies to you. If you join us, we ask you for a VOG (Certificate of Good Conduct).

Internal candidates will be given priority over external candidates in case of equal suitability.

Acquisition in response to this vacancy is not appreciated.

Website for additional job details: https://www.academictransfer.com/364171/

Work Location(s)

• Number of offers available: 1
• Company/Institute: Amsterdam UMC
• Country: Netherlands
• City: Amsterdam
• Postal Code: 1105AZ
• Street: Meibergdreef 9

Contact

• City: Amsterdam Zuidoost
• Website: https://www.amsterdamumc.org/
• Street: Meibergdreef 9
• Postal Code: 1105 AZ