Bone Erosion Detection in Sinusitis Patients
AI-powered analysis of CT scans for accurate detection, segmentation, and evaluation of bone erosion in sinusitis patients.
AI-Powered Bone Erosion Detection
An AI-driven pipeline for analyzing CT scans of sinusitis patients, enabling precise detection, segmentation, and analysis of bone erosion. Using DICOM-format CT data and a custom-built labeling tool, our system supports specialists in accurate diagnosis.
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Data Collection and Processing
Collection of CT images in DICOM format, followed by preprocessing and preparation for analysis.
Segmentation and Labeling
Development and use of a custom tool for secure and accurate segmentation of bone erosion areas in CT images by a specialist physician.
AI Model Development
Training and testing of segmentation models on labeled CT data to detect and segment bone erosion with high precision.
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