Discover and read the best of Twitter Threads about #aimicroscopy
Most recents (6)
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
#ML powered image analysis is a great way to gain insight when all you have is RI variations - lable free. Quyen (linkedin.com/in/qatran/) and Luca (linkedin.com/in/luca-clario/) are doing a great job discussing the technology behind #Aivia and @NanoLiveLtd. Hosted by @MEDIASystemLab
Now a live demo! Comparing "threshold based" segmentation methods vs #pixelclassifier (machine learning) based segmentation. There are pros and cons. For more details of the #pixelclassifier see: drvtechnologies.com/post/ascb-embo…
@3dtrevor @Mariposa_Rising @MascalchiP and the wider team are running another well attended hands on online #bioimageanalysis workshop. Today about 3d segmentation and tracking! See more: drvtechnologies.com/aivia-online-w… #aivia #aimicroscopy #Microscopy
Uses the freely available #aiviaweb.
Setting ROIs to get quick previews.
The #OSABiophotonics20 (20-23 of April) congress has been moved to an 100% online format due to #covid19. This event is packed with great (microscopy and image analysis) presentations and is FREE to attend! Register here: osa.org/en-us/meetings… 1/3
#aimicroscopy #biophotonics
#aimicroscopy #biophotonics
My talk "AI for Microscopy Applications|The Era of Implementation", highlights 2+ years of R&D (colab w/ Hari Shroff et al.), and is influenced by @kaifulee @EricTopol @loicaroyer @martweig @florianjug @TheGeneMyers @uschmidt83 @PavelTomancak @HenriquesLab #OSABiophotonics20 2/3
KUDOS to @OpticalSociety @OSAPublishing and organizers for quickly moving the event to "online" and for making it free to participate. Also, I thank the organizers for the invite to present our work - MUCH appreciated. 3/3
#communityimpact #OpenScience #aimicroscopy #microscopy
#communityimpact #OpenScience #aimicroscopy #microscopy
My talk on #AIMicroscopy as presented at the "NIH AI Imaging Workshops".
Intro/history of AI, apps in #microscopy, intro to #deeplearning, and some of our recent research results into image restoration (in colab with Hari Shroff et al).
Organized by: @NCIDataSci @NIH @NIBIBgov
Intro/history of AI, apps in #microscopy, intro to #deeplearning, and some of our recent research results into image restoration (in colab with Hari Shroff et al).
Organized by: @NCIDataSci @NIH @NIBIBgov
The video of my part starts from 1:00:45.
Before that is a talk from Dr. Matt Guay from NIBIB (I recommend it too!). "An Introduction to Content-Aware Computation for Optical Microscopy" #CARE @loicaroyer @florianjug @uschmidt83 @martweig
Before that is a talk from Dr. Matt Guay from NIBIB (I recommend it too!). "An Introduction to Content-Aware Computation for Optical Microscopy" #CARE @loicaroyer @florianjug @uschmidt83 @martweig
1/ At #ASCBEMBO19 we will present five posters and a tech talk on #aimicroscopy and #CLEM. Details here: drvtechnologies.com/ascbembo2019
Many thanks to our collaborators Hari Shroff, Jiji Chen, @huzhao4, Rachel Wong, Chris Combs, @3i_inc.
#microscopy #imageanalysis #Aivia #ASCBEMBO2019
Many thanks to our collaborators Hari Shroff, Jiji Chen, @huzhao4, Rachel Wong, Chris Combs, @3i_inc.
#microscopy #imageanalysis #Aivia #ASCBEMBO2019
2/ P35/B36 Universal EM Connectomic analyses by Deep Learning Powered App‐matching Image Conversion
drvtechnologies.com/post/ascb-embo…
With Prof. Rachel Wong and @Sallywing
#ASCBEMBO19 #AImicroscopy #Aivia #AiviaCloud #imageanalysis #microscopy #CellBiology #machinelearning #drawacell
drvtechnologies.com/post/ascb-embo…
With Prof. Rachel Wong and @Sallywing
#ASCBEMBO19 #AImicroscopy #Aivia #AiviaCloud #imageanalysis #microscopy #CellBiology #machinelearning #drawacell
3/ P57/B58 GPU‐accelerated Machine Learning‐powered 3d Image Segmentation at Scale
Details: drvtechnologies.com/post/ascb-embo…
#ASCBEMBO19 #AImicroscopy #Aivia #AiviaCloud #imageanalysis #microscopy #CellBiology #machinelearning #drawacell #pixelclassifier #imagesegmentation
Details: drvtechnologies.com/post/ascb-embo…
#ASCBEMBO19 #AImicroscopy #Aivia #AiviaCloud #imageanalysis #microscopy #CellBiology #machinelearning #drawacell #pixelclassifier #imagesegmentation
