Expert Anatomical Segmentation Specialist

5 days ago

Vapi, Gujarat, India beBeeMedical Full time ₹ 1,50,00,000 - ₹ 2,00,00,000
Job Description

As a key member of our team, you will play a vital role in developing next-generation surgical robotics and imaging solutions. Your expertise in medical image analysis, machine learning integration, and clinical workflow alignment will be essential in ensuring world-class imaging outputs.

Key Responsibilities:

  • Develop accurate and efficient algorithms for anatomical segmentation from CT datasets.
  • Design pipelines for 3D volume reconstruction and mesh creation for visualization and computational modelling.
  • Improve imaging pipeline performance with algorithmic and code-level enhancements.
  • Apply ML models to automate and enhance segmentation and classification tasks.
  • Partner with radiologists and clinical users to validate imaging tools and incorporate real-world feedback.

Required Skills and Qualifications:

  • Strong programming proficiency in Python or C++.
  • Hands-on experience with image processing libraries: ITK, VTK, Simple ITK, OpenCV.
  • Machine learning frameworks: TensorFlow, PyTorch.
  • Experience with medical image data, especially CT.
  • Knowledge of 3D mesh processing, smoothing, and surface optimization.
  • Familiarity with DICOM formats and PACS systems.

Preferred Qualifications:

  • Master's or Ph.D. in Biomedical Engineering, Medical Physics, Computer Science, or a related field.
  • Experience with orthopedic or bone imaging applications.
  • Demonstrated research or innovation through published work in medical imaging, computer vision, or similar fields.
  • Experience in regulatory-compliant environments (ISO 13485, FDA, CE) is a plus.

Soft Skills:

  • Strong analytical and problem-solving capabilities.
  • Effective communication and collaboration across interdisciplinary teams.
  • Ability to prioritize tasks and manage multiple projects in a fast-paced setting.

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