Daniel

Haha, exactly! Give it a try and let us know what you think—we’d love to hear how it works for you!

Thanks so much, Jibran! Really glad you liked it—can’t wait to see how SAMson works for you!

🐭🧠 Attention rodent-MRI researchers! Tired of the tedious process of brain segmentation? Check out our new tool built on Meta AI Segment Anything Model (SAM). Give it a try and share your feedback with us – we’d love to hear about your experience!
#Neuroimaging #Neuroskyence
@neuroalc.bsky.social

We hope that SAMson will help accelerate large-scale research workflows, making studies more efficient and reproducible. By simplifying key steps in rodent MRI analysis, we aim to advance translational neuroscience. (5/5)

#openscience #ai #neuroscience @neuroalc.bsky.social

During the development of SAMson, I had the privilege of working under the guidance of Dr. Santiago Canals @canalslab.bsky.social, Dr. Antonio Pertusa, and Dr. Silvia De Santis @desantislab.bsky.social. I also thank my colleague @mokselim.bsky.social and everyone who provided data resources. (4/5)

SAMson: an automated brain extraction tool for rodents using SAM Accurate brain extraction is a critical step in the analysis of rodent head magnetic resonance imaging (MRI) data. However, current methods often encounter difficulties in handling the diverse range o...

Alongside the tool, we have made the following resources publicly available:
- The complete code to replicate our study: github.com/CanalsLab/SA....
- All datasets used in our research: doi.org/10.20350/dig....
Find all details in the updated preprint: www.biorxiv.org/content/10.1.... (3/5)

SAMson is built upon the integration of a custom object detection algorithm and the unparalleled Segment Anything Model (SAM) by Meta AI. This combination has resulted in a robust, accurate, open-source solution to simplify skull-stripping in rodent MRI studies. (2/5)

GitHub - CanalsLab/SAMson: An automated brain extraction tool for rodents using SAM An automated brain extraction tool for rodents using SAM - CanalsLab/SAMson

I am pleased to announce the release of SAMson, an automated brain extraction tool for rodent MRI.

SAMson consistently outperforms existing methods across multiple datasets. Access the code and start using SAMson for your research: github.com/CanalsLab/SA.... (1/5)

Hi Bluesky! I’m a PhD student in Neuroscience, passionate about data science, AI and complex system strategies applied to brain imaging studies. Looking forward to connecting with others in the scientific community and beyond. Stay tuned for updates on my research.