Deep Unsupervised Learning for Biomedical Image Translation from Harmonic Generation Microscopy Image to H&E-stained Image
Journal
2023 Conference on Lasers and Electro-Optics, CLEO 2023
ISBN
9781957171258
Date Issued
2023-01-01
Author(s)
Chen, Wei Ju
Liao, En Yu
Tai, Tsung Ming
Lee, Cheng Kuang
See, Simon
Chen, Hung Wen
Abstract
This work proposes an unsupervised deep learning-based image translation from Harmonic generation microscopy (HGM) to widely used H&E-stained images. The proposed methodology is promising and hopefully will facilitate adopting HGM in clinical workflows.
Subjects
Deep learning | H&E staining | Harmonic generation microscopy (HGM) | Image translation
Type
conference paper