Tracking cellular processes in living tissues: from pattern recognition to pattern mining
| Quand ? |
Le 27/05/2025, de 13:00 à 14:00 |
|---|---|
| Où ? | M7 101 |
| Participants |
Philippe Roudot |
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Philippe Roudot
Title: Tracking cellular processes in living tissues: from pattern recognition to pattern mining
Measuring nanoscale dynamics in living tissues is crucial for understanding biological processes such as embryonic development, disease progression, or cellular interactions. In this talk, I will discuss the challenges associated to tracking molecular processes in living cells, present the conventional methods alongside strategies for error inference. I will also introduce emerging approaches that combine stochastic estimators and Large Language Models (LLMs), offering new perspectives for dense in vivo data. I will provide examples of how advances in methodology have enabled biological discoveries, and the new challenges & opportunities brought by the continuous improvement of microscope capabilities for in vivo imaging.
Website: https://centuri-livingsystems.org/p-roudot/
In Room M7 101, 1st floor, Monod campus, ENSL.