Présentation
Location: Institut Pasteur
A symposium and workshop on Multimodal Data Analysis for Immunology.
Symposium (April 24): Open lectures showcasing how data analysis, statistical modeling, and artificial intelligence approaches can be applied to diverse datasets comprising imaging and cytometry, multi-omics, and functional assays, demographics and lifestyle information.
Workshop (April 25-26): REGISTRATION CLOSED This hands-on data analysis exercises for early career researchers utilizing multimodal immunology analysis. Learning objectives of the tutorials are: (i) unsupervised data analysis and visualisation (ii) linear modelling and (iii) causal network infererence. At the end of the workshop students will be able to analyse and integrate cytometry, lifestyle, transcriptomic, and functional readouts using these methods. Prerequisites are own laptop and a basic proficiency in programming using R
Registration: All registrations closed. Selected workshop applicants have been notified.
Organisers: Darragh Duffy (Institut Pasteur), Anne Hosmalin (Institut Cochin), Jonathan Pol (Cordeliers), Jason Cosgrove (Institut Curie), Violaine Saint-Andre (Institut Pasteur), Rafael de Andrade Moral (Maynooth University), Louise Dupuis (Institut Curie), Herve Isambert (Institut Curie),
Symposium agenda – 24th – Amphithéatre Agnès Ullman, Bâtiment Monod
9.10-9.30 – Welcome coffee
9:40-11:10- From bedside to mathematical models, Chair: Darragh Duffy
- 9.30-9.40 – Welcome & introduction – Darragh DUFFY, Institut Pasteur/UPC and Anne Hosmalin, Institut Cochin/UPC
- 9.40-10.10 – AI: extracting molecular cues from the maze of clinical symptoms – Anita BURGUN , AP-HP/UPC
- 10.10-10.40 – Imagine the Medicine of the future, Now – Mickaël MENAGER, Institut Imagine/UPC
- 10.40-11.10 – A hybrid mathematical approach to model the tumour microenvironment – Laurence CALZONE, Institut Curie
11.10-11.30 – Coffee Break
11:30-12:30- Spatial integration of the microenvironments, Chair: Jason COSGROVE
- 11.30-12.00 – Computational pathology: a new paradigm for studying the micro-tumoral environment – Nicolas LOMENIE, UFR Mathématiques et Informatique, UPC
- 12.00-12.30 – Robust spatial statistics: making sense of the multiplexed imaging data – Pierre BOST, Institut Curie
12.30-13.30 – Lunch Break @25
13:30-15:00 – Specific discoveries using bioinformatics, Chair: Anne Hosmalin
- 13.30-14.00 – Genetic and non-genetic factors affecting human variation in the anti-viral antibody repertoire – Etienne PATIN, CNRS/Institut Pasteur
- 14.00-14.30 – Smoking changes adaptive immunity with persistent effects – Violaine SAINT-ANDRE, Institut Pasteur
- 14.30-15.00 – Exploring immune changes at the human maternal-interface upon labour onset – Céline MEHATS, Institut Cochin/UPC
15.00-15.30 – Coffee Break
15:30-17:00 – Future challenges in the modelling of biological data, Chair: Violaine SAINT-ANDRE
- 15.30-16.00 – Finding the breakpoint in hematopoietic stem cell production: the statistical challenges – Rafael DE ANDRADE MORAL, Maynooth University, Ireland
- 16.00-16.30 – Network inference for biological and biomedical data analysis – Hervé ISAMBERT, Institut Curie
- 16.30-17.00 – Modelling and Analysis Approaches in Immunology: Current State of the Art, Challenges and Future Directions – Jason COSGROVE, Institut Curie