Journal of Nuclear Medicine Technology January 2026, jnmt.125.270154; DOI: https://doi.org/10.2967/jnmt.125.270154 ...
Abstract: Generative adversarial networks (GANs) are a set of powerful generative models, among which CycleGAN, featuring the unique cycle-consistency loss, has gained special popularity. However, ...
Abstract: This study aims to develop a deep learningbased synthetic 4DCT (s4DCT) generation method from 4DCBCT to enhance the accuracy of dose calculation and respiratory motion management in adaptive ...
1 Faculty of Engineering and Mathematics, Bielefeld University of Applied Sciences, Bielefeld, Germany 2 Faculty of Technology, CITEC, Bielefeld University, Bielefeld, Germany Excessive pressure and ...
A retrospective cross-sectional analysis was conducted on 4,442 eyes from 2,265 patients who underwent SMILE surgery at the Ophthalmic Center of the Second Affiliated Hospital of Nanchang University ...
This repository contains the code, models, and supporting materials for a research project using a modified Pix2Pix model to synthesize depth-aware focal stacks from a single image input. The system ...
3 Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 4 Centre for Innovation and Precision Eye Health, Yong Loo Lin School of Medicine, National ...
I am currently using your CycleGAN model for virtual staining in my research. I have observed that the proportion of positive samples in my dataset is relatively high. I'm wondering which training ...
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