COSEM (@cosemdata) 's Twitter Profile
COSEM

@cosemdata

Using machine learning and computer vision techniques to automatically identify and quantify all intracellular substructures & organelles in isotropic EM data

ID: 1326865641089937409

linkhttps://www.janelia.org/project-team/cosem calendar_today12-11-2020 12:33:59

24 Tweet

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COSEM (@cosemdata) 's Twitter Profile Photo

Thanks for the lovely write up @mariana_deniz in preLights summarizing our recent preprint! prelights.biologists.com/highlights/autโ€ฆ

Luciano Lucas (@lucianoaglucas) 's Twitter Profile Photo

Amazing presentation at #AIMicroscopy Symposium: "Automatic whole cell organelle segmentation in volumetric electron microscopy" Aubrey Weigel HHMI | Janelia John Bogovic @herrsaalfeld @herrsaalfeld et al. openorganelle.janelia.org #Unet #deeplearning #microscopy

Amazing presentation at #AIMicroscopy Symposium: "Automatic whole cell organelle segmentation in volumetric electron microscopy" <a href="/avweigel/">Aubrey Weigel</a> 

<a href="/HHMIJanelia/">HHMI | Janelia</a> <a href="/BogovicJohn/">John Bogovic</a> @herrsaalfeld @herrsaalfeld et al.

openorganelle.janelia.org

#Unet #deeplearning #microscopy
Ulrike Boehm ๐Ÿ”ฌ๐Ÿ‘ฉ๐Ÿปโ€๐Ÿ’ป (@ulrike_boehm) 's Twitter Profile Photo

Meet Helen Farrants! Helen Farrants is a postdoc in the Eric Schreiter lab at HHMI | Janelia. She is developing bright #biosensors for imaging neuronal activity in living organisms ๐Ÿงช๐ŸŒˆ๐Ÿง‘๐Ÿผโ€๐Ÿ”ฌ Happy #WomenScienceDay! #womenatjanelia #womeninscience 1/4

Meet Helen Farrants! <a href="/HelenFarrants/">Helen Farrants</a> is a postdoc in the <a href="/ERSchreiter/">Eric Schreiter</a> lab at <a href="/HHMIJanelia/">HHMI | Janelia</a>. She is developing bright #biosensors for imaging neuronal activity in living organisms ๐Ÿงช๐ŸŒˆ๐Ÿง‘๐Ÿผโ€๐Ÿ”ฌ Happy #WomenScienceDay! #womenatjanelia #womeninscience 1/4
Ulrike Boehm ๐Ÿ”ฌ๐Ÿ‘ฉ๐Ÿปโ€๐Ÿ’ป (@ulrike_boehm) 's Twitter Profile Photo

Meet Lorena Benedetti!@LorenaBenedet15 is a postdoc in the Ryan & Lippincott-Schwartz Lab at HHMI | Janelia. She studies the role of the endoplasmic reticulum at the nerve terminal ๐Ÿงซ๐Ÿ”ฌ๐Ÿ‘ฉ๐Ÿปโ€๐Ÿ’ป Happy #WomenScienceDay! #womenatjanelia #womeninscience 2/4

Meet Lorena Benedetti!@LorenaBenedet15 is a postdoc in the Ryan &amp; <a href="/jls_lab/">Lippincott-Schwartz Lab</a> at <a href="/HHMIJanelia/">HHMI | Janelia</a>. She studies the role of the endoplasmic reticulum at the nerve terminal ๐Ÿงซ๐Ÿ”ฌ๐Ÿ‘ฉ๐Ÿปโ€๐Ÿ’ป Happy #WomenScienceDay! #womenatjanelia #womeninscience 2/4
Ulrike Boehm ๐Ÿ”ฌ๐Ÿ‘ฉ๐Ÿปโ€๐Ÿ’ป (@ulrike_boehm) 's Twitter Profile Photo

Meet Aubrey Weigel! Aubrey Weigel leads the COSEM Team at HHMI | Janelia which is developing ML approaches to automatically identify & quantify all intracellular structures in FIB-SEM datasets of mammalian cells ๐Ÿ”ฌ๐Ÿ‘ฉ๐Ÿปโ€๐Ÿ’ป Happy #WomenScienceDay! #womenatjanelia #womeninscience 3/4

Meet Aubrey Weigel! <a href="/avweigel/">Aubrey Weigel</a> leads the <a href="/COSEMdata/">COSEM</a> Team at <a href="/HHMIJanelia/">HHMI | Janelia</a> which is developing ML approaches to automatically identify &amp; quantify all intracellular structures in FIB-SEM datasets of mammalian cells ๐Ÿ”ฌ๐Ÿ‘ฉ๐Ÿปโ€๐Ÿ’ป Happy #WomenScienceDay! #womenatjanelia #womeninscience 3/4
Krishna Mudumbi (@krishnamudumbi) 's Twitter Profile Photo

Looks like I'll be spending a lot of time playing around with openorganelle.janelia.org soon! Great talk from Aubrey Weigel with such beautiful pictures (as always) at #AIM2021

Lippincott-Schwartz Lab (@jls_lab) 's Twitter Profile Photo

Excited to share our work on ER-to-Golgi trafficking and the dynamic nano-anatomy of ER exit sites in mammalian cells! CC_Lab Aubrey Weigel (1/4) authors.elsevier.com/c/1cv4PL7PXez~G

Sadaf Shadan (@sshadan) 's Twitter Profile Photo

2 Papers nature on the use of enhanced FIB-SEM to image cells and tissues at up to 4nm per voxel. The authors' AI-based analysis pipeline, which they used for reconstruction of 35 organelle classes, is available via OpenOrganelle go.nature.com/3lhin4w go.nature.com/3oEsthG

Aubrey Weigel (@avweigel) 's Twitter Profile Photo

Itโ€™s official! Our manuscript is out today in nature. ๐Ÿฅณ Additions since our preprint include a comparison of generalists trained on all training data vs specialists trained on subsets (spoiler alert: generalists win!) and #moreGolgi! rdcu.be/cy1UJ (1/3)

Itโ€™s official! Our manuscript is out today in <a href="/Nature/">nature</a>. ๐Ÿฅณ Additions since our preprint include a comparison of generalists trained on all training data vs specialists trained on subsets (spoiler alert: generalists win!) and #moreGolgi!
rdcu.be/cy1UJ  (1/3)
OpenOrganelle (@openorganelle) 's Twitter Profile Photo

Weโ€™ve also gotten a facelift! ๐Ÿ’โ€โ™€๏ธ Browse all the related data for these papers and more - AND - volume renderings are now available for most segmentations. Check it out on openorganelle.janelia.org !

Aubrey Weigel (@avweigel) 's Twitter Profile Photo

Come work with us at HHMI | Janelia with the new ๐Ÿ–Œ Annotation & Analytics ๐Ÿ“Š team tinyurl.com/5xxy2v95. This is a โœจ NEW โœจ multi-disciplinary team that will work with a variety of datasets (1/6)

Come work with us at <a href="/HHMIJanelia/">HHMI | Janelia</a> with the new ๐Ÿ–Œ Annotation &amp; Analytics ๐Ÿ“Š team tinyurl.com/5xxy2v95. This is a โœจ NEW โœจ multi-disciplinary team that will work with a variety of datasets (1/6)
OpenOrganelle (@openorganelle) 's Twitter Profile Photo

Some new updates on the site, including rearranging and cleaning up the dataset pages ๐Ÿช„. Also, did you know that you can open (or view) any of the datasets directly in Fiji using either File/Import/N5 or Plugins/BigDataViewer/N5 viewer? Check it out!

John Bogovic (@bogovicjohn) 's Twitter Profile Photo

Last Friday Caleb Hulbert presented #Paintera at #I2K2022 . Here, showing some beautiful COSEM on openorganelle.org youtube.com/watch?v=rNJotgโ€ฆ github.com/saalfeldlab/paโ€ฆ

Last Friday <a href="/CmHulbert/">Caleb Hulbert</a> presented #Paintera at #I2K2022 . Here, showing some beautiful <a href="/COSEMdata/">COSEM</a> on openorganelle.org
youtube.com/watch?v=rNJotgโ€ฆ
github.com/saalfeldlab/paโ€ฆ
Aubrey Weigel (@avweigel) 's Twitter Profile Photo

Ever wanted to learn how to segment organelles in vEM? Or how we (COSEM/CellMap Project Team) generate training data for ML efforts? Look no further! You can find it all here in our recent protocol protocols.io/view/amira-annโ€ฆ #teamscience #projectteams #openscience

Ever wanted to learn how to segment organelles in vEM? Or how we (<a href="/COSEMdata/">COSEM</a>/<a href="/CellMapPT/">CellMap Project Team</a>) generate training data for ML efforts? Look no further! You can find it all here in our recent protocol protocols.io/view/amira-annโ€ฆ #teamscience #projectteams #openscience