Atelier de l'Inserm 266
lundi 11 octobre 2021 à 15 h 30
 

PROGRAMME

 
 
 
 
 
Introduction à l'Apprentissage automatique de la Biologie à la Santé
 

 11-13 octobre 2021 sur Zoom

 
 
 
Lundi 11 octobre 2021
 
SESSION I
Introduction to Machine Learning
16:00 - 16:15

Welcome and presentation by the organizers

16:15 - 17:00

Introduction 1 to Machine Learning
Chloé-Agathe Azencott (MINES ParisTech / Institut Curie, Paris, France)

17:00 - 17:45

Introduction 2 to Machine Learning
Liva Ralaivola (LIS, Marseille, France)

17:45 - 18:00
15' break
 18:00 - 18:45

Deep Learning for System Biology
Trey Ideker (UCSD, California, USA)  

18:45 - 19:15
Meet the speakers
 
 
 
Mardi 12 octobre 2021
 
 

SESSION II

 Machine Learning for Genomics
 09:15 - 10:00 Machine Learning methods for modelling regulatory sequence
Laurent Bréhélin (LIRMM, Toulouse, France)
10:00 - 10:45

Analysis Single Cell Data with ML
Oliver Stegle (DKFZ, Germany)

 10:45 - 11:00
15' break 
11:00 - 11:45
Deep learning applied to Gene Expression analyses
Aleksej Zelezniak (Chalmers, Sweden
y)
 11:45 - 12:15
Meet the speakers
SESSION III
Machine Learning for function prediction
 14:00 - 14:45 Finding protein function with machine Learning
Burkhard Rost (Technical University of Munich, Germany)
14:45 - 15:30
Protein-RNA interaction
Annalisa Marsico (Institute of Computational Biology, 
Helmholtz Zentrum Münich, Germany
15:30 - 15:45 15' break 
15:45 - 16:30 Using Deep neural network in clinical data sharing
Casey S. Greene (University Pennsylvania, USA)
 16:30 - 17:00
Meet the speakers
   
 
Mercredi 13 octobre 2021
   
SESSION IV
Machine Learning for Imaging and Language
 09:15 - 10:00 Applying deep learning to biomedical imaging
Christophe Zimmer (Institut Pasteur, Paris, France)
10:00 - 10:45
Learning meaningful representations of life
Paul Villoutreix (LIS, Marseille, France) 
 10:45 - 11:00 15' break
11:00 - 11:45
Deciphering the neural and acoustical bases of communication with data-driven methods
Etienne Thoret (Institute of Language, Communication and the Brain,
Aix-en-Provence, France)
 11:45 - 12:15
Meet the speakers