Leading Edge Image Analyst

7 days ago

Singapore beBeeComputerScience Full time
Job Title: Postdoctoral Associate

The WITEC Interdisciplinary Research Group is committed to creating wearable imaging technologies tailored for aging populations.

This position will entail advanced AI solutions for analyzing time-series 2D/3D ultrasound data, applying foundation models to analyze medical imaging data, developing AI-assisted robotic guidance tools, and designing intuitive human-machine interfaces.

Key Responsibilities:
  1. Develop advanced AI solutions for analyzing time-series 2D/3D ultrasound data.
  2. Apply foundation models to analyze medical imaging data.
  3. Develop AI-assisted robotic guidance tools for precise and automated ultrasound acquisition.
  4. Design and test intuitive human-machine interfaces to support non-specialist users in operating wearable ultrasound devices.
Requirements:
  1. Ph.D. in Computer Science, Electrical Engineering, Biomedical Engineering, or a related field, with expertise in computer vision or medical image analysis.
  2. Demonstrated research experience in 2D/3D medical imaging using deep learning methods.
  3. Solid mathematical background, excellent programming skills, and proficiency in machine learning frameworks such as Python, C/C++, TensorFlow, and PyTorch.
  4. Extensive experience in applying advanced machine learning and deep learning techniques to medical image analysis tasks.
  5. Experience in software system engineering and architecture design for AI-based medical applications.
Benefits:

Working in a collaborative team environment with researchers from MIT and Singaporean institutions.

Opportunities for professional growth and development in a dynamic research group.

A chance to contribute to innovative projects that improve quality of life and reduce healthcare burdens.

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