Marcel Salathé

According to our database1, Marcel Salathé authored at least 47 papers between 2006 and 2023.

Collaborative distances:



In proceedings 
PhD thesis 




COVID-Twitter-BERT: A natural language processing model to analyse COVID-19 content on Twitter.
Frontiers Artif. Intell., February, 2023

Deploying decentralized, privacy-preserving proximity tracing.
Commun. ACM, 2022

CrowdNotifier: Decentralized Privacy-Preserving Presence Tracing.
Proc. Priv. Enhancing Technol., 2021

Supervised Learning Computer Vision Benchmark for Snake Species Identification From Photographs: Implications for Herpetology and Global Health.
Frontiers Artif. Intell., 2021

Toward a Common Performance and Effectiveness Terminology for Digital Proximity Tracing Applications.
Frontiers Digit. Health, 2021

The Food Recognition Benchmark: Using DeepLearning to Recognize Food on Images.
CoRR, 2021

Deep Learning for Understanding Satellite Imagery: An Experimental Survey.
Frontiers Artif. Intell., 2020

Decentralized Privacy-Preserving Proximity Tracing.
IEEE Data Eng. Bull., 2020

Towards a common performance and effectiveness terminology for digital proximity tracing applications.
CoRR, 2020

Addressing machine learning concept drift reveals declining vaccine sentiment during the COVID-19 pandemic.
CoRR, 2020

International expert communities on Twitter become more isolated during the COVID-19 pandemic.
CoRR, 2020

Experts and authorities receive disproportionate attention on Twitter during the COVID-19 crisis.
CoRR, 2020

Decentralized Privacy-Preserving Proximity Tracing.
CoRR, 2020

Fighting a Pandemic: Convergence of Expertise, Data Science and Policy.
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Assessment of menstrual health status and evolution through mobile apps for fertility awareness.
npj Digit. Medicine, 2019

Investment Ranking Challenge: Identifying the best performing stocks based on their semi-annual returns.
CoRR, 2019

Artificial Intelligence for Prosthetics - challenge solutions.
CoRR, 2019

Focus Group on Artificial Intelligence for Health.
CoRR, 2018

Adversarial Vision Challenge.
CoRR, 2018

Crowdbreaks: Tracking Health Trends using Public Social Media Data and Crowdsourcing.
CoRR, 2018

Learning to Run challenge solutions: Adapting reinforcement learning methods for neuromusculoskeletal environments.
CoRR, 2018

Learning to Run challenge: Synthesizing physiologically accurate motion using deep reinforcement learning.
CoRR, 2018

Learning to Recognize Musical Genre from Audio.
CoRR, 2018

Learning to Recognize Musical Genre from Audio: Challenge Overview.
Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

Statistical physics of vaccination.
CoRR, 2016

Using Deep Learning for Image-Based Plant Disease Detection.
CoRR, 2016

Infectious Disease Containment Based on a Wireless Sensor System.
IEEE Access, 2016

Ethical Challenges of Big Data in Public Health.
PLoS Comput. Biol., 2015

An open access repository of images on plant health to enable the development of mobile disease diagnostics through machine learning and crowdsourcing.
CoRR, 2015

Targeted vaccination based on a wireless sensor system.
Proceedings of the 2015 IEEE International Conference on Pervasive Computing and Communications, 2015

Modeling Individual-Level Infection Dynamics Using Social Network Information.
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

An ensemble heterogeneous classification methodology for discovering health-related knowledge in social media messages.
J. Biomed. Informatics, 2014

Targeting HIV-related Medication Side Effects and Sentiment Using Twitter Data.
CoRR, 2014

On the ground validation of online diagnosis with Twitter and medical records.
Proceedings of the 23rd International World Wide Web Conference, 2014

Two Sides of a Coin: Separating Personal Communication and Public Dissemination Accounts in Twitter.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2014

The dynamics of health behavior sentiments on a large online social network.
EPJ Data Sci., 2013

The Social Maintenance of Cooperation through Hypocrisy
CoRR, 2013

Validating models for disease detection using twitter.
Proceedings of the 22nd International World Wide Web Conference, 2013

Understanding population displacements on location-based call records using road data.
Proceedings of the Second ACM SIGSPATIAL International Workshop on Mobile Geographic Information Systems, 2013

Synthesizing Social Proximity Networks by Combining Subjective Surveys with Digital Traces.
Proceedings of the 16th IEEE International Conference on Computational Science and Engineering, 2013

Discovering health-related knowledge in social media using ensembles of heterogeneous features.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Digital Epidemiology.
PLoS Comput. Biol., 2012

Complex social contagion makes networks more vulnerable to disease outbreaks
CoRR, 2012

Assessing Vaccination Sentiments with Online Social Media: Implications for Infectious Disease Dynamics and Control.
PLoS Comput. Biol., 2011

Dynamics and Control of Diseases in Networks with Community Structure.
PLoS Comput. Biol., 2010

Experiences in measuring a human contact network for epidemiology research.
Proceedings of the 6th Workshop on Hot Topics in Embedded Networked Sensors, 2010

High Epitope Expression Levels Increase Competition between T Cells.
PLoS Comput. Biol., 2006