PROGRAMME
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Introduction à l'Apprentissage automatique de la Biologie à la Santé
11-13 octobre 2021 sur Zoom
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Lundi 11 octobre 2021
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SESSION I
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Introduction to Machine Learning |
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16:00 - 16:15
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Welcome and presentation by the organizers
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16:15 - 17:00
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Introduction 1 to Machine Learning
Chloé-Agathe Azencott (MINES ParisTech / Institut Curie, Paris, France)
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17:00 - 17:45
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Introduction 2 to Machine Learning
Liva Ralaivola (LIS, Marseille, France)
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17:45 - 18:00
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15' break
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| 18:00 - 18:45 |
Deep Learning for System Biology
Trey Ideker (UCSD, California, USA)
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| 18:45 - 19:15 |
Meet the speakers
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Mardi 12 octobre 2021
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SESSION II
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Machine Learning for Genomics |
| 09:15 - 10:00 |
Analysis Single Cell Data with ML
Oliver Stegle (DKFZ, Germany)
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10:00 - 10:45
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Machine Learning methods for modelling regulatory sequence
Laurent Bréhélin (LIRMM, Toulouse, France)
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10:45 - 11:00
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15' break |
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11:00 - 11:45
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Deep learning applied to Gene Expression analyses
Aleksej Zelezniak (Chalmers, Sweden) |
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11:45 - 12:15
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Meet the speakers |
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SESSION III
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Machine Learning for function prediction |
| 14:00 - 14:45 |
Finding protein function with machine Learning
Burkhard Rost (Technical University of Munich, Germany)
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| 14:45 - 15:30 |
Deep learning models to predict protein-RNA interactions
Annalisa Marsico (Institute of Computational Biology (ICB)
Helmholtz Zentrum Münich, Germany
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| 15:30 - 15:45 |
15' break |
| 15:45 - 16:30 |
Using Deep neural network in clinical data sharing
Casey S. Greene (University Pennsylvania, USA) |
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16:30 - 17:00
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Meet the speakers |
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Mercredi 13 octobre 2021
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SESSION IV
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Machine Learning for Imaging and Language
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| 09:15 - 10:00 |
Applying deep learning to biomedical imaging
Christophe Zimmer (Institut Pasteur, Paris, France)
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| 10:00 - 10:45 |
Learning meaningful representations of life
Paul Villoutreix (LIS, Marseille, France)
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| 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)
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11:45 - 12:15
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Meet the speakers |
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