Guy M. Hagen

Correlative scanning electron and super-resolution structured illumination microscopy

The paper compares image quality and resolution between scanning electron microscopy and super-resolution structured illumination microscopy on a mammalian testis sample.

Comparison of Deep Learning Approaches for Extreme Low-SNR Image Restoration

The paper presents a dataset for evaluating deep learning denoising methods on low-SNR fluorescence microscopy images and compares three models, finding the supervised transformer-based model performs best but requires more training time.

Spinning disk confocal microscopy with a 25 Megapixel Camera

The paper presents a low-cost spinning disk confocal microscopy system using a 25 megapixel CMOS camera and custom hardware, validated with biological samples.

Fluorescence Microscopy Datasets for Training Deep Neural Networks

The paper provides high-quality fluorescence microscopy datasets for training deep neural networks to improve image quality and reduce photobleaching and phototoxicity.

Quantitative super-resolution single molecule microscopy dataset of YFP-tagged growth factor receptors

The paper provides four publicly available YFP-tagged growth factor receptor SMLM datasets and compares analysis methods, highlighting challenges in YFP data analysis.