Artificial intelligence in detection and segmentation of internal auditory canal and its nerves using deep learning techniques

ConclusionsThe localization result shows that mean IoU of RESNET50, RESNET101 are 0.79 and 0.74, respectively. The Dice similarity coefficient of IAC and its nerves using region growing, PSO and U-net method scored 92%, 94%, and 96%, respectively. The result shows that the proposed method outperform better in localization and segmentation of IAC and its nerves. Thus, AI aids the radiologists in making the right decisions as the localization and segmentation of IAC is accurate.
Source: International Journal of Computer Assisted Radiology and Surgery - Category: Intensive Care Source Type: research