Publications by authors named "Yin-Hao Liu"
A lightweight intelligent laryngeal cancer detection system for rural areas.
Am J Otolaryngol
December 2024
Article Synopsis
- Early diagnosis of laryngeal cancer (LC) is vital, especially in rural regions, leading to the development of the intelligent laryngeal cancer detection system (ILCDS) designed for effective screening in areas with limited resources.
- A dataset of 2023 laryngoscopic images was used, and eight different deep learning models were evaluated for LC detection, with VGG, DenseNet, and MobileNet achieving over 95% accuracy on the test set.
- The ILCDS shows high accuracy in detecting LC while requiring minimal computational resources, making it a potential solution to improve screening practices and reduce the burden on medical professionals in rural settings.