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Luciano Lucas Profile picture
@lucianoaglucas
Dec 6, 2019 • 8 tweets • 17 min read • Read on X
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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 Image
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 Image
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 Image
4/ P38/B39 Correlative Transformation and Visualization Tool for Correlative Light‐electron Microscopy (CLEM) analysis

drvtechnologies.com/post/ascb-embo…

With Prof. Rachel Wong and @Sallywing

#ASCBEMBO19 #AImicroscopy #Aivia #imageanalysis #microscopy #machinelearning #drawacell Image
5/ P54/B55 Fast and Predictive 3d Neuron Reconstruction for Light Microscopy Images

drvtechnologies.com/post/ascb-embo…

With @huzhao4

#ASCBEMBO19 #AImicroscopy #Aivia #AiviaCloud #imageanalysis #microscopy #CellBiology #machinelearning #drawacell Image
6/ P56/B57 Deep Learning Minimizes the Impact of Fundamental Microscopy Limitations

drvtechnologies.com/post/ascb-embo…

With Hari Shroff, Jiji Chen, Chris Combs and @huzhao4

#ASCBEMBO19 #AImicroscopy #Aivia #AiviaCloud #imageanalysis #microscopy #CellBiology #machinelearning #drawacell Image
7/7 I will be doing the tech talk on Sunday the 8th (3pm, Theater 2). The talk will review the key findings described in the posters and will show how we deploy the solutions in Aivia. You can also come by our booth (432) during #ASCBEMBO19.

#AImicroscopy #Aivia #imageanalysis Image
@Sallywing CORRECTED authors for P38/B39 Correlative Transformation and Visualization Tool for Correlative Light‐electron Microscopy (CLEM) analysis

drvtechnologies.com/post/ascb-embo…

With Prof. Rachel Wong, @Sallywing, Dr. Gregory W Schwartz and David Swygart. Image

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More from @lucianoaglucas

Luciano Lucas Profile picture
Sep 30, 2020
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
"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
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
Read 17 tweets
Luciano Lucas Profile picture
May 15, 2020
#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 ImageImageImage
msacademylab.podia.com/3d-object-anal…
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… Image
Read 5 tweets
Luciano Lucas Profile picture
Apr 15, 2020
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 Image
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 Image
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
Read 4 tweets
Luciano Lucas Profile picture
Mar 25, 2020
We will start to roll out #AiviaWeb at no cost to use, tomorrow. All #aivia functionality accessible via a web browser. This is part of our #covid19 mitigation plan - more actions soon so you can continue to be productive while #wfh. #bioimageanalyis #aiviacommunity #microscopy
To get early access to #AiviaWeb please sign in/up. See drvtechnologies.com
Once you are signed up we will reach out to you with all the details including usage and booking guidelines. A webpage dedicated to our covid19 / wfh mitigation plan will be up very soon too. Many more resources are in the pipeline.
Read 6 tweets
Luciano Lucas Profile picture
Mar 21, 2020
The Seattle metro region and the whole #PNW are being severely affected by the #COVID19outbreak. In >1 month we went from "there is a small cluster of cases in a nursing home" to "we need to lock down the whole region to avoid worst case scenarios" (not happened yet) 1/13 ImageImageImageImage
The (social) media frenzy is impressive. Even Facebook and others are worried their servers / data centers may not be able to cope with demand for long (cnn.com/2020/03/18/tec…). We have used social media for good - checking in on friends and family all over the world. 2/13
While this is a challenging time, there are many positive things to be thankful for. Personally, I am enjoying having more time with my young boys (4 and 6 yo) and wife. the boys are curious and scared about the whole story - but 3/13
Read 14 tweets
Luciano Lucas Profile picture
Jun 4, 2019
#ELMI2019 lightning talks... Go! Image
Image
Image
Read 19 tweets

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