Revolutionary Dental Segmentation

DeepCut's proprietary AI model combines cutting-edge deep learning with intuitive user interaction to deliver precise tooth segmentation from DICOM scans. Our technology processes complex 3D medical imaging data and transforms it into actionable segmentation results in seconds.

Core Capabilities

Advanced File Processing

Our system supports NIfTI format (.nii, .nii.gz) with intelligent preprocessing:

  • Automatic intensity normalization to 0-255 range
  • Multi-axis slice extraction (Sagittal, Coronal, Axial)
  • Point coordinate mapping across 3D space
  • File validation and sanitization for security
  • Temporary file cleanup for data protection

Interactive Point-Based Segmentation

Unlike traditional approaches that require manual tracing, our point-based system allows you to:

  • Click to mark tooth locations across any viewing axis
  • Automatic numbering and tracking of marked points
  • Real-time coordinate mapping in 3D space
  • Live visual feedback during point placement
  • Seamless navigation between different scan slices

Proprietary AI Model

Our custom-trained deep learning model delivers exceptional segmentation accuracy:

  • Point-guided segmentation with configurable parameters
  • Trained on extensive dental scan datasets
  • Handles complex anatomical variations
  • Processes full 3D volumes in under 10 seconds
  • Automatic fallback and error handling

Standards-Compliant Export

Results are delivered in industry-standard formats:

  • NIfTI format segmentation files
  • Comprehensive label mapping documentation
  • Individual tooth segment identification
  • Compatible with standard medical imaging software
  • Easy integration into existing workflows

Security & Reliability

Data Protection

File validation, sanitization, and automatic cleanup ensure your patient data remains secure and private.

Input Validation

Robust validation using industry-standard schemas ensures only properly formatted data is processed.

CORS Configuration

Properly configured cross-origin resource sharing for secure integration with your systems.

Experience Our Technology

See how DeepCut can transform your dental imaging workflow