Postdoctoral Fellow

Looking for a prestigious postdoctoral fellowship opportunity working with us?

AIMLab: www.aimlab-technion.com

Postdoctoral Fellowship Positions in Deep Learning for Physiological Time Series and Medical Computer Vision:

1. The Azrieli International Postdoctoral Fellowship for the 2024-25 academic year. URL: https://lnkd.in/diaS7QRX

Apply by May 9, 2024.

2. Fulbright Postdoctoral Research Fellowships URL: https://lnkd.in/dkap-wa

Apply by September 16, 2024.

3. Horizon Europe - Marie Skłodowska-Curie Actions - Postdoctoral and Doctoral Fellowships. URL: https://lnkd.in/da7PzRWZ

Apply by May 30, 2024

Research Areas

• Generalization performance and deep unsupervised domain adaptation in medical data analysis.
• Development of deep learning models for the analysis of hours long continuous physiological time series.
• Early cardiovascular disease diagnosis and risk prediction from the raw electrocardiogram and other physiological time series.
• Diagnostics and prognosis of ophthalmologic and non-ophthalmologic conditions from retinal images.
• Combining omics data with retinal image data towards better understanding eye disease etiology and building new diagnostics.
• Multimodal AI.

Suggestions of research on other topics will be considered but such application should address some aspects of unstructured medical data analysis.

Qualifications

A typical candidate will have:

• Strong programming skills/programming in Python.
• Signal processing, machine learning & deep learning.
• Strong written and oral communication skills in scientific English.
• A desire to co-mentor graduate students at BSc and MSc levels.
• BSc/MSc in a related area (e.g., BME/CS/EE/IE/Math).

Although, experience also counts! It is all about what you can do at the end of the day.

What we can offer you:

1. Leading research in medical AI. Research combining the worlds of data science and medicine and which can transform patient care. Student publish their work in leading engineering, biomedical engineering, digital health and medical journals.

2. Impact: Your research will directly impact healthcare while you will have the intellectual freedom to explore new research paradigms. The research will be conducted in collaboration with medical centers and clinicians. 

3. Job prospects. Alumni are leaders in their fields with some working in academia and other joining top private sector companies such as Apple, GE Healthcare, Mobileye, IBM or Rafael.

How to apply:

We invite candidates with excellent academic qualifications to submit a one-page expression of interest, a full CV listing publications and grants, and a one-page project pitch related to one of the research questions of relevance for the AIMLab (mentioned above in Research areas).

Contact: Dr. Joachim Behar  [email protected]