26 citations · 35 across the 4 of their papers we have counts for
4 papers
Phenotype-preserving metric design for high-content image reconstruction by generative inpainting
Vaibhav Sharma, Artur Yakimovich
In the past decades, automated high-content microscopy demonstrated its ability to deliver large quantities of image-based data powering the versatility of phenotypic drug screenin…
Microscopy image reconstruction with physics-informed denoising diffusion probabilistic model
Rui Li, Gabriel della Maggiora, Vardan Andriasyan +4
Light microscopy is a widespread and inexpensive imaging technique facilitating biomedical discovery and diagnostics. However, light diffraction barrier and imperfections in optics…
Roadmap on Deep Learning for Microscopy
Giovanni Volpe, Carolina Wählby, Lei Tian +72
Through digital imaging, microscopy has evolved from primarily being a means for visual observation of life at the micro- and nano-scale, to a quantitative tool with ever-increasin…
MatlabCompat.jl: helping Julia understand Your Matlab/Octave Code
Vardan Andriasyan, Yauhen Yakimovich, Artur Yakimovich
Scientific legacy code in MATLAB/Octave not compatible with modernization of research workflows is vastly abundant throughout academic community. Performance of non-vectorized code…