My B.Sc. (Hons.) in Computer Engineering Final Year Project
Title: Image Processing Techniques for Lung Lesion Detection in Chest CT Scans
The repo has the report as well as the system developed. A poster used for an exhibition is also included.
The system extracts images from DICOM files, pre-processes them, selects the lungs and performs detection. More details about this can be obtained from the report.
The following results were obtained:
- True Positive Rate - 76.27%
- False Positive Rate - 7.88 Lesions per scan
- False Negative Rate -0.59 Lesions per scan
- Average Time Taken (tested on Intel Core i7-6700HQ CPU, clocked at 2.60GHz) - 74.3ms per slice