Mara Lampert
@marabuuuu.bsky.social
170 followers 290 following 8 posts
Communicative mind between biology and computer science. http://scads.ai / uni leipzig CMS master student tu dresden #bioimageanalysis 👩‍💻 https://github.com/marabuuu ✏️ https://focalplane.biologists.com/author/marabuuu/
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marabuuuu.bsky.social
Ensuring reproducibility in GUI-based bio-image analysis tools can be tricky, so I wrote this new blog post on @focalplane.bsky.social. It highlights features in Napari, Fiji, QuPath, Galaxy, CellProfiler and JIPipe that support workflow saving and sharing. Hope it helps! 🤗🔬👩‍💻Feedback 💛ly welcome!
From Click to Code: Reproducible Bio-image Analysis
Graphical user interfaces (GUIs) make image analysis more intuitive and accessible, but they also come with a hidden risk: the steps we take aren’t always fully documented or easy to reproduce. To mak...
focalplane.biologists.com
Reposted by Mara Lampert
Reposted by Mara Lampert
scadsai.bsky.social
⭕ This week at @scadsai.bsky.social :
We held the 2nd General Assembly in 2025 in Leipzig. The program included talks, workshops, and a poster session. We awarded the "Best PhD Poster Award" to Lea Gihlein, Lea Kabjesz, and Maja Schneider.👏

👉 https://scads.ai/2nd-general-assembly-2025-in-leipzig/
Reposted by Mara Lampert
cryaaa.bsky.social
(1/14) I’m happy and proud to introduce: SpinePy – a framework to detect the "spine" of gastruloids and measure biological and physical signals in a local dynamic 3D coordinate system. www.biorxiv.org/content/10.1...
Reposted by Mara Lampert
marabuuuu.bsky.social
Ensuring reproducibility in GUI-based bio-image analysis tools can be tricky, so I wrote this new blog post on @focalplane.bsky.social. It highlights features in Napari, Fiji, QuPath, Galaxy, CellProfiler and JIPipe that support workflow saving and sharing. Hope it helps! 🤗🔬👩‍💻Feedback 💛ly welcome!
From Click to Code: Reproducible Bio-image Analysis
Graphical user interfaces (GUIs) make image analysis more intuitive and accessible, but they also come with a hidden risk: the steps we take aren’t always fully documented or easy to reproduce. To mak...
focalplane.biologists.com
Reposted by Mara Lampert
sebi06.bsky.social
I finally managed to upload the first version of the napari-czitools plugin (still in alpha - expect issues...)

- open complete CZI images or subsets
- read CZI metadata

pypi.org/project/napa...

or

github.com/sebi06/napar...
Reposted by Mara Lampert
ritamateus.bsky.social
Hot off the press!!! Proudly presenting our lab's new review on how do cells communicate to control organ size :) We focus specially on dynamic connections that operate at different timescales to regulate organ growth and morphogenesis. #devbio #SizeandShape www.sciencedirect.com/science/arti...
Start-Shape-Stop: Cell communication mechanisms controlling organ size
Accurate growth control is critical for the achievement of proportional organs during animal development and repair processes. Either extra or deficie…
www.sciencedirect.com
marabuuuu.bsky.social
Ensuring reproducibility in GUI-based bio-image analysis tools can be tricky, so I wrote this new blog post on @focalplane.bsky.social. It highlights features in Napari, Fiji, QuPath, Galaxy, CellProfiler and JIPipe that support workflow saving and sharing. Hope it helps! 🤗🔬👩‍💻Feedback 💛ly welcome!
From Click to Code: Reproducible Bio-image Analysis
Graphical user interfaces (GUIs) make image analysis more intuitive and accessible, but they also come with a hidden risk: the steps we take aren’t always fully documented or easy to reproduce. To mak...
focalplane.biologists.com
marabuuuu.bsky.social
And we are students after all 🤷‍♀️🤣
Reposted by Mara Lampert
alina-yurenko.bsky.social
truly one hour of debugging can save you five minutes of reading documentation
Reposted by Mara Lampert
haesleinhuepf.bsky.social
If you seek for an AI coding buddy to review your code and provide umprompted feedback, try out _unprompted_! I hope it helps to identify issues in code early! 🖥️🤖💫
pip install unprompted
github.com/haesleinhuep...
Reposted by Mara Lampert
nfdi4bioimage.bsky.social
Michele Bortolomeazzi, Christian Schmidt and Jan-Philipp Mallm at @nfdi4bioimage.bsky.social have developed a new OMERO-web plugin: OMERO-vitessce. It enables the visualization of datasets hosted in #OMERO with the #Vitessce multimodal data viewer.
Find the poster here:
👉 zenodo.org/records/1483...
Reposted by Mara Lampert
focalplane.bsky.social
New ‘How to’ post on FocalPlane 🔬💻

Lea Kabjesz shares a step-by-step guide to get you started annotating 2D and 3D images in Cellpose, including video tutorials.
focalplane.biologists.com/2025/06/05/a...
#bioimageanalysis #cellpose #imaging #HowTo
Annotating Images in Cellpose - FocalPlane
Annotating Images in Cellpose - How to
focalplane.biologists.com
Reposted by Mara Lampert
emollick.bsky.social
Example of why I think current LLMs are enough to change lots of work even if they don’t get better, once we start integrating them with other systems

GPT-4 (now obsolete) went from 30% accuracy to 87% accuracy in clinical oncology decisions when given access to tools www.nature.com/articles/s43...
Reposted by Mara Lampert
tom-bssnnt.bsky.social
Who does microscopy and has never heard of Bio-Formats? You probably used it anyway
Reposted by Mara Lampert
drannecarpenter.bsky.social
Help! Let’s say I have 200 scientific papers in my digital to-read pile

I could stay in denial, or I could ask AI for help.

Any workflows/tools to group them in some meaningful way? This alone would help mental load as I at least read abstracts

And/or any good summary tools?
marabuuuu.bsky.social
For discovering relations between papers "connected papers" and "research rabbits" are tools that I like using. If you want to dive deeper into the content of one specific paper "notebookLM" as already suggested above might help.
Reposted by Mara Lampert
haesleinhuepf.bsky.social
I regularly point collaborators at this segmentation quality assurance blog post by @marabuuuu.bsky.social , because some scientists get trapped in a segmentation-improvement-loop without ever measuring how good an algorithm actually is. focalplane.biologists.com/2023/04/13/q...
Quality assurance of segmentation results - FocalPlane
Quality assurance of segmentation results - Bio-image Analysis with Napari
focalplane.biologists.com
Reposted by Mara Lampert
haesleinhuepf.bsky.social
If you use ML for pixel classification, e.g. using sckit-learn, you can use SHAP analysis for explaining how relevant the feature images are you provided.
I just added a Notebook demonstrating how to do this to the #BioImageAnalysisNotebooks 🔬🖥️📈
haesleinhuepf.github.io/BioImageAnal...
marabuuuu.bsky.social
Glad that it helps, thanks for sharing! 🌻
marabuuuu.bsky.social
Thanks for reading and sharing!😇
marabuuuu.bsky.social
Image normalization: trivial enough to automate, impactful enough to quietly sabotage your results.
Here’s a Jupyter notebook I wrote on how, why & when normalization matters, feedback 💛ly welcome.
👇

haesleinhuepf.github.io/BioImageAnal...
Image Normalization — Bio-image Analysis Notebooks
haesleinhuepf.github.io
Reposted by Mara Lampert
enicolay.bsky.social
The YMIA would like to invite everyone interested in microscopy and image analysis to our weekly watch-parties.
This Tuesday we cover how to choose the right microscope for your experiment as well as learning how to minimize damage to samples during light microscopy.
Reposted by Mara Lampert
Reposted by Mara Lampert
focalplane.bsky.social
In this week’s preprint list, we focus on the latest research in bioimage analysis and data management.
Let us know if we are missing any recent preprints that you enjoyed.
#bioimageanalysis #datamanagement
focalplane.biologists.com
marabuuuu.bsky.social
Thank you for this very versatile dataset @alisterburt.bsky.social. Like it a lot!