Calculating tumor proportional score of HNSCC patients with deep learning object detection
Journal
Progress in Biomedical Optics and Imaging - Proceedings of SPIE
Journal Volume
11921
ISBN
9781510647084
Date Issued
2021-01-01
Author(s)
Tseng, Po Hang
Lin, Jin Tang
Liao, Xin Yu
Lee, Sheng Lin
Abstract
This work illustrates how tumor proportional score is estimated using object detection method YOLO and compared with a pathologist's calculation. Results show deep learning can achieve good results and be used on clinical applications.
SDGs
Type
conference paper