Calculating Tumor Proportional Score of HNSCC Patients with Deep Learning Object Detection

Autor: Po-Hang Tseng, Jin-Tang Lin, Xin-Yu Liao, Sheng-Lin Lee, Mei-Chun Lin, Yen-Lin Huang, Pei-Jen Lou, Chen-Yuan Dong
Rok vydání: 2021
Zdroj: European Conferences on Biomedical Optics 2021 (ECBO).
DOI: 10.1364/ecbo.2021.em1a.4
Popis: 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.
Databáze: OpenAIRE