My side of the build
I worked on the React frontend, patient workflows, tooth-status and analysis integration, plus appointment-type and inventory interfaces. The AI backend was team work.
06 / Computer vision
DentalFlow
Where dental care flows effortlessly.
Less administrative juggling, more time for care. Built for DentalHack 1.0, DentalFlow connects the clinic dashboard, patient workflows, and panoramic X-ray analysis in one dental-practice concept.
Patient records and an interactive dental chart sit beside the analysis workflow. Two YOLO segmentation branches identify teeth and treatment findings, then match them to FDI tooth numbers.
Team project / DentalHack 1.0
From image to findings
Contrast enhancement, dual segmentation, spatial matching, and reporting turn the X-ray into structured findings for the dentist-facing interface.
A hackathon prototype
The README presents a wider clinic-and-patient vision. The source and slides show the implementation; this prototype does not claim clinical validation.
Inside the project.
Straight from the project.
Adapted from the project README. Explore the repository for the full story.
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