Skip to content. | Skip to navigation

Personal tools

Sections

UMR 5672

logo de l'ENS de Lyon
logo du CNRS
You are here: Home / Seminars / Machine Learning and Signal Processing / Tracking cellular processes in living tissues: from pattern recognition to pattern mining

Tracking cellular processes in living tissues: from pattern recognition to pattern mining

Philippe Roudot (CNRS Researcher and CENTURI Group Leader @ Institut Fresnel, Marseille)
When May 27, 2025
from 01:00 to 02:00
Where M7 101
Attendees Philippe Roudot
Add event to calendar vCal
iCal

Philippe Roudot  

Title:  Tracking cellular processes in living tissues: from pattern recognition to pattern mining

Abstract:

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.