Research Engineer (Cardiac Digital Twins)

NATIONAL UNIVERSITY OF SINGAPORE

Singapore, Singapore
**
Python programming proficiency
Deep learning model implementation
Cardiac mesh reconstruction skills
** The National University of Singapore is seeking a Research Engineer for its Cardiac Digital Twins project, focusing on developing AI models for personalized cardiac health. The role requires collaboration with multidisciplinary teams and necessitates expertise in programming, data analysis, and machine learning. **

Job Summary

  • The role focuses on developing advanced AI models to create personalized virtual heart models using patient imaging and clinical data.
  • Candidates will design and benchmark deep learning models for cardiac segmentation, mesh reconstruction, and functional simulation from MRI or CT scans.
  • The position involves collaborating with a multi-disciplinary team including experts from NUS, Oxford, and Imperial College London to translate AI tools into clinical insights.

Matching Summary

Match Score: 75

** The National University of Singapore is seeking a Research Engineer for its Cardiac Digital Twins project, focusing on developing AI models for personalized cardiac health. The role requires collaboration with multidisciplinary teams and necessitates expertise in programming, data analysis, and machine learning. **

Skills & Requirements

Must-have

  • Python programming proficiency
  • Deep learning model implementation
  • Cardiac mesh reconstruction skills
  • Multi-modal data fusion expertise
  • Physics-informed AI modeling

Nice-to-have

  • First-authored publication in top-tier journals
  • Collaboration with international academic teams
  • Open-source software contribution experience
  • Strong problem-solving abilities
  • Enthusiasm for AI in healthcare

Key Requirements

  • Recognized degree in biomedical engineering or computer science
  • Proficiency in Python and C++ programming languages
  • First-authored relative publication preferred
  • Self-motivated with strong learning capability

Work Rights

Not specified

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