📌 Tracking cell dynamics just got smarter!
We use Bayesian linking algorithms — KOFT and SKT — implemented in our ByoTrack 🐍 Python library.
Kalman filters + optical flow for links & mitosis detection.
[PDF] celltrackingchallenge.net
#CellTracking #Python #KalmanFilter #OpticalFlow #OpenScience

Happy to be in sunny☀️San Diego for ASCB Cell Bio! Tomorrow I will present #Ultrack and #inTRACKtive (poster B513) at 11:15 am. Swing by the CZI+@czbiohub.bsky.social
booth (#119) for live demos of these tools + #napari & #zebrahub 🐠 Looking forward to connect!🤩🧪🔬

#CellBio2024 #ASCB24 #celltracking

🚨Paper alert!
🚀 We presented SINETRA at #ISBI2025 in Houston
A new simulator for generating realistic 2D/3D neuron tracking data in moving animals like Hydra vulgaris
🧠 Helps test and improve tracking algorithms under tough conditions
📄 dx.doi.org/10.1109/ISBI...
#celltracking #syntheticdata #ISBI

7/
💰 $60K prize pool ($18K to 1st) · 🗓️ Final submission Sept 29, 2026
Build the next state of the art in cell tracking and help map life as it unfolds. 🔬🐟
👉 www.kaggle.com/competitions...
#CellTracking #Kaggle

Want to find out more? Take a look at our latest publication here: doi.org/10.1002/jemt...

This was a really fun one to write and revealed some exciting results! 🔬(3/3)

#imageanalysis #bioimageanalysis #microscopy #cellsegmentation #celltracking

🎉 Congratulations to Mina Gachloo for her first presentation at the CVMI Workshop @ #CVPR 👏
In this work, we dive into the challenges of low-frame-rate cell tracking, where deep learning meets sparse temporal data. 🧵
#CVPR2025 #CVMI #CellTracking #BioImaging #DeepLearning

What if cancer cells passed stress down like a family secret? Scientists reveal how DNA damage changes generations of tumor cells — and why that matters. #CancerResearch #CellTracking #TherapyResistance

A zero‑shot framework using Segment Anything 2 tracks cells in 2‑D and large‑scale 3‑D time‑lapse microscopy without any dataset‑specific training; the preprint was submitted on 12 Sep 2025. https://getnews.me/zero-shot-cell-tracking-using-segment-anything-2-ai-model/ #segmentanything2 #celltracking

I'm excited to share that our paper "UFMTrack, an Under-Flow Migration Tracker enabling analysis of the entire multi-step immune cell extravasation cascade across the blood-brain barrier in microfluidic devices", is now published in eLife: doi.org/10.7554/eLif...
#Neuroimmunology #CellTracking #AI