Date / Heure
Date(s) - 08/11/2019
12h30 - 14h30
Emplacement
Algolia
Catégories
We meet every Friday for a peer-to-peer discussion of a pre-selected machine learning research paper. The paper and discussion is in English.
VIDEOS
* Data science and epidemiology https://www.youtube.com/watch?v=UA-Oqju-0wM
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BASICS
* What Is Machine Learning: a Primer for the Epidemiologist https://academic.oup.com/aje/advance-article-abstract/doi/10.1093/aje/kwz189/5567515?redirectedFrom=fulltext
* Introduction to Machine Learning in Digital Healthcare Epidemiology https://www.cambridge.org/core/journals/infection-control-and-hospital-epidemiology/article/introduction-to-machine-learning-in-digital-healthcare-epidemiology/7E75932DBC6A5935F0B5E0A2DAC0A1A6
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FORECASTING OF DISEASE USING MODELS
* Transmission network of the 2014– 2015 Ebola epidemic in Sierra Leone https://royalsocietypublishing.org/doi/pdf/10.1098/rsif.2015.0536
* Ensemble forecast of human West Nile virus cases and mosquito infection rates https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5333106/
* Malaria Early Warnings Based on Seasonal Climate Forecasts from Multi-model Ensembles https://www.researchgate.net/publication/7321198_Malaria_Early_Warnings_Based_on_Seasonal_Climate_Forecasts_from_Multi-model_Ensembles
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FORECASTING OF DISEASE USING OPEN DATA
* Prediction of Dengue Incidence Using Search Query Surveillance https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3149016/
* Advances in using Internet searches to track dengue https://arxiv.org/pdf/1612.02812.pdf
* The Use of Twitter to Track Levels of Disease Activity and Public Concern in the U.S. during the Influenza A H1N1 Pandemic https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0019467&type=printable
https://www.meetup.com/fr-FR/Paris-Machine-Learning-Study-Group-in-English-Meetup/events/265085956/
