Toptal optimizes orthodontic software for accurate 3D dental segmentation.
A software firm partnered with Toptal to enhance a 3D dental segmentation tool for an orthodontics client, improving speed and accuracy.
Client
A US-based dental software firm developing 3D segmentation tools for orthodontic professionals and clinics.
Industry
Healthcare and Life SciencesDelivered Services
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The existing algorithm was slow and inaccurate, frequently crashing during scans, making the tool unreliable and hindering its market viability.
Solution
Algorithm Reconstruction
Toptal rebuilt the detection algorithm, reducing execution time from over two minutes to only 10-20 seconds and significantly improving accuracy.
Segmentation Optimization
Toptal optimized the segmentation algorithm for complex geometries and added export functionality, allowing for the isolation of individual teeth scans and streamlining workflow processes.
Outcome
Enhanced Execution Speed
Execution time was drastically reduced, enabling real-time use of the tool for orthodontic professionals.
Reliable Detection Accuracy
The success rate improved significantly, making faulty detections rare, improving detection between teeth and gums, and ensuring reliable teeth models even with complex geometries.
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