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UID:9139@i2m.univ-amu.fr
DTSTART;TZID=Europe/Paris:20260625T170000
DTEND;TZID=Europe/Paris:20260625T174500
DTSTAMP:20260625T181301Z
URL:https://www.i2m.univ-amu.fr/evenements/algorithm-development-to-track-
 intracellular-particles/
SUMMARY:Piyush Mishra (I2M): Algorithm development to track intracellular p
 articles
DESCRIPTION:Piyush Mishra: Abstract : Understanding intracellular processe
 s requires accurately tracking individual molecules in live-cell microscop
 y data. This is challenging because imaging noise and high particle densit
 y create many possible trajectory assignments. We combine transformer-base
 d attention mechanisms to identify the most likely trajectory hypotheses w
 ith Bayesian tracking to reconstruct particle motion. This hybrid approach
  improves robustness and doubles tracking performance compared with conven
 tional methods.
CATEGORIES:Séminaire,Rencontres doctorant⋅es I2M-CPT
LOCATION:I2M Luminy - TPR2\, Salle de Séminaire 304-306 (3ème étage)\, 1
 63 Avenue de Luminy\, Marseille\, 13009\, France
X-APPLE-STRUCTURED-LOCATION;VALUE=URI;X-ADDRESS=163 Avenue de Luminy\, Mars
 eille\, 13009\, France;X-APPLE-RADIUS=100;X-TITLE=I2M Luminy - TPR2\, Sall
 e de Séminaire 304-306 (3ème étage):geo:0,0
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DTSTART:20260329T030000
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