AI Intern Medical Image Segmentation (Dental CBCT/IOS/STL) | Remote | 3 Months
AI Intern Medical Image Segmentation (Dental CBCT/IOS/STL) | Remote | 3 Months
lueinhire.comFresher
Early Applicant
- Posted 12 hours ago
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Job Description
Luein Analytics is building a clinical AI product for dental implant planning. We are looking for an AI intern to own a focused, high-impact piece of it: turning 3D dental scans (CBCT/DICOM/IOS/STL) into segmented anatomy, and turning those segmentations into clinically meaningful measurements & data points.
What you will work on
- Evaluate and run open-source CBCT segmentation models (e.g. nnU-Net-based models such as DentalSegmentator) against a commercial baseline, and document accuracy and failure cases
- Build a local inference pipeline: DICOM in, segmentation masks and STL meshes out
- Write Python code to extract measurements from masks and meshes: bone-to-nerve distance, ridge width/height, bone density (grey-value) readouts, soft tissue thickness
- Validate your outputs against reference cases and flag where results aren't trustworthy
- Work directly with the team building the rule engine that consumes your measurements
You should have
- Strong Python (NumPy, SciPy, scikit-image)
- Hands-on experience with PyTorch and at least one segmentation project (U-Net, nnU-Net, or MONAI), whether academic, personal, or Kaggle
- Comfort with 3D data: volumes, meshes, coordinate systems, voxel spacing
- Familiarity with DICOM/NIfTI handling (pydicom, SimpleITK, nibabel) or willingness to learn fast
Good to have
- Experience with 3D Slicer, trimesh, or Open3D
- Prior exposure to medical imaging (any modality)
- Located in Bangalore (for occasional in-person syncs)
What you will get
- Real ownership of a live product component, not a sandbox task
- Direct mentorship from the team building the platform
- Stipend: 8,000/month
Pre-placement offer (full-time role) for strong performers
Details: 3 months · Remote (Bangalore preferred) ·
Start date: 1st October 2026
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