Discover and read the best of Twitter Threads about #cellbio
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Excited to introduce #3DRCAN for denoising, super resolution and expansion microscopy. Super proud of this colab with Hari Shroff, Jiji Chen et al.
@NIBIBgov @arpcomplex
Preprint: biorxiv.org/content/10.110…
Code: github.com/AiviaCommunity…
#microscopy #aimicroscopy #aivia
1/17
@NIBIBgov @arpcomplex
Preprint: biorxiv.org/content/10.110…
Code: github.com/AiviaCommunity…
#microscopy #aimicroscopy #aivia
1/17
"Three-dimensional residual channel attention networks denoise and sharpen fluorescence microscopy image volumes"
J Chen, H Sasaki, H Lai, Y Su, J Liu, Y Wu, A Zhovmer, C Combs, I Rey-Suarez, H Chang, C Huang, X Li, M Guo, S Nizambad, A Upadhyaya, J Lee, L Lucas, H Shroff.
2/17
J Chen, H Sasaki, H Lai, Y Su, J Liu, Y Wu, A Zhovmer, C Combs, I Rey-Suarez, H Chang, C Huang, X Li, M Guo, S Nizambad, A Upadhyaya, J Lee, L Lucas, H Shroff.
2/17
We are particularly interested in characterizing the limits of #deeplearning based approaches to image restoration. You will find several experiments comparing several best-in-class approaches: #3DRCAN, #CARE, #SRResNet and #ESRGAN.
#microscopy #aimicroscopy #iSIM
3/17
#microscopy #aimicroscopy #iSIM
3/17
