Postdoc multimodal cardiovascular AI research

6 Mar 2025
Job Information

Organisation/Company

Amsterdam UMC

Research Field

Medical sciences
Physics

Researcher Profile

Recognised Researcher (R2)

Country

Netherlands

Application Deadline

18 Mar 2025 - 23:00 (UTC)

Type of Contract

Temporary

Job Status

Not Applicable

Hours Per Week

36.0

Is the job funded through the EU Research Framework Programme?

Not funded by a EU programme

Is the Job related to staff position within a Research Infrastructure?

No

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/349893/postdoc-multimodal-cardiovascul…

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;
• 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;
• Experience with clinical healthcare data systems is a plus.

Additional Information
Benefits

• A flying start to your career in scientific research;
• Plenty of room for your drive to shape tomorrow's healthcare;
• Working on large-scale and in-house research, with motivated colleagues from all over the world;
• You will be employed by Amsterdam UMC Research BV. The Guideline PhD contract applies to this vacancy;
• A contract for 12 months;
• Salary scale 10: € 3.493 to € 5.504 gross based on full-time employment (depending on education and experience) and a year-end bonus of 8.3%. Calculate your net salary here ;
• Holiday hours: 190,4 per year for fulltime and a possibility to save additional hours;
• Pension accrual with BeFrank, a modern, comprehensible and fairly priced pension;
• For >7 km each way, 100% reimbursement for public transport travel costs and, for private transport, €0.18 per km up to a maximum of 40 km each way;
• Do you prefer walking or cycling? Take advantage of our good bike scheme. Moreover, you will receive a reimbursement of €0.18 per km.

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 Sean Benson, via s.h.benson@amsterdamumc.nl or Dr Fleur Tjong, via f.v.tjong@amsterdamumc.nl .
For more information about the application procedure, please contact Kim Hooijmans, Recruitment advisor, via k.i.m.hooijmans@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/349893/

Work Location(s)

Number of offers available

1

Company/Institute

Amsterdam UMC

Country

Netherlands

City

Amsterdam

Postal Code

1105AZ

Street

Meibergdreef 9

Geofield

Contact

City

Amsterdam Zuidoost

Website

https://www.amsterdamumc.org/

Street

Meibergdreef 9

Postal Code

1105 AZ

STATUS: EXPIRED

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