• Quantitative Comparison of Deep Learning|Based Image ...🔍
• Image Denoising in the Deep Learning Era🔍
• Deep learning to denoise and sharpen fluorescence microscopy ...🔍
• low|dose ct image denoising using deep learning methods🔍
• A Dataset|free Deep Learning Method for Low|Dose CT Image ...🔍

Quantitative Comparison of Deep Learning-Based Image ... - MDPI

As a general result, we observe that the deep learning-based methods are able to improve the reconstruction quality metrics in both CT applications while the ...

Image Denoising in the Deep Learning Era

... based low-dose CT denoising methods [223–226]. Wolterink et al. [225] was the first who adopted. GANs for low-dose CT denoising. Next, Yi et ...

Deep learning to denoise and sharpen fluorescence microscopy ...

A recording of Jiji's presentation at the 5th AI Microscopy Symposium. Presenter: Jiji Chen, Co-director in Advanced Imaging and Microscopy ...

low-dose ct image denoising using deep learning methods

In this paper, we conduct an extensive research on deep learning based denoising method in LDCT images. We mainly base on Generative-Adversarial Network (GAN) ...

A Dataset-free Deep Learning Method for Low-Dose CT Image ...

In [2], DIP is com- bined with TV-based regularization for CT image reconstruction. While DIP is simple and effective for image denoising, there ...