NHS AI Lab Skunkworks CT alignment and lesion detection demonstration
A walkthrough of the NHS AI Lab Skunkworks CT Alignment and Lesion Detection proof of concept. With further development and regulatory approvals, this tool could be used by human radiologists to speed up the alignment of scans from patients taken on different days. It would also be able to assist in detecting lesions and measuring lesion size. These features could potentially reduce missed cases and reduce the time for radiologists to review individual patients, allowing them to see more patients and reduce backlogs.
00:05 Installation
01:30 Sample dataset
07:02 Coherent point drift
08:37 Tissue sectioning
09:50 Lesion detection
10:54 Deep learning
Code available at: https://github.com/nhsx/skunkworks-ct...