Marcel Salathé
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Swiss Professor of Epidemiology
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Marcel Salathémedical Degrees
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#1701
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#2068
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Epidemiology
#370
World Rank
#389
Historical Rank
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Marcel Salathé's Degrees
- PhD Physics University of Geneva
- Masters Physics University of Geneva
Why Is Marcel Salathé Influential?
(Suggest an Edit or Addition)According to Wikipedia, Marcel Salathé is a Swiss digital epidemiologist. He is currently an associate professor at École Polytechnique Fédérale de Lausanne He is the director of the Lab of Digital Epidemiology, based at EPFL's Geneva Campus. In the first year of the COVID-19 pandemic, Salathé was the most quoted scientist in the Swiss media.
Marcel Salathé's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- Using Deep Learning for Image-Based Plant Disease Detection (2016) (1860)
- Modelling the influence of human behaviour on the spread of infectious diseases: a review (2010) (984)
- A high-resolution human contact network for infectious disease transmission (2010) (711)
- Statistical physics of vaccination (2016) (701)
- An open access repository of images on plant health to enable the development of mobile disease diagnostics through machine learning and crowdsourcing (2015) (578)
- Dynamics and Control of Diseases in Networks with Community Structure (2010) (501)
- Assessing Vaccination Sentiments with Online Social Media: Implications for Infectious Disease Dynamics and Control (2011) (486)
- COVID-19 epidemic in Switzerland: on the importance of testing, contact tracing and isolation. (2020) (439)
- Early Assessment of Anxiety and Behavioral Response to Novel Swine-Origin Influenza A(H1N1) (2009) (400)
- Digital Epidemiology (2012) (385)
- Ethical Challenges of Big Data in Public Health (2015) (235)
- COVID-Twitter-BERT: A natural language processing model to analyse COVID-19 content on Twitter (2020) (221)
- The effect of opinion clustering on disease outbreaks (2008) (210)
- Influenza A (H7N9) and the importance of digital epidemiology. (2013) (154)
- The state of affairs in the kingdom of the Red Queen. (2008) (153)
- Digital epidemiology: what is it, and where is it going? (2018) (127)
- An ensemble heterogeneous classification methodology for discovering health-related knowledge in social media messages (2014) (113)
- The dynamics of health behavior sentiments on a large online social network (2012) (107)
- Plague outbreaks in prairie dog populations explained by percolation thresholds of alternate host abundance (2010) (95)
- Evolution of Stochastic Switching Rates in Asymmetric Fitness Landscapes (2009) (85)
- Early Evidence of Effectiveness of Digital Contact Tracing for SARS-CoV-2 in Switzerland (2020) (83)
- Positive Network Assortativity of Influenza Vaccination at a High School: Implications for Outbreak Risk and Herd Immunity (2014) (77)
- Rapid Parasite Adaptation Drives Selection for High Recombination Rates (2008) (76)
- Precision global health in the digital age. (2017) (74)
- Assessing the Dynamics and Control of Droplet- and Aerosol-Transmitted Influenza Using an Indoor Positioning System (2017) (72)
- Complex social contagion makes networks more vulnerable to disease outbreaks (2012) (71)
- Learning to Run challenge solutions: Adapting reinforcement learning methods for neuromusculoskeletal environments (2018) (68)
- Digital Pharmacovigilance and Disease Surveillance: Combining Traditional and Big-Data Systems for Better Public Health (2016) (68)
- Validating models for disease detection using twitter (2013) (67)
- How should social mixing be measured: comparing web-based survey and sensor-based methods (2014) (66)
- Digital proximity tracing on empirical contact networks for pandemic control (2020) (59)
- Identifying Adverse Effects of HIV Drug Treatment and Associated Sentiments Using Twitter (2015) (58)
- Critical dynamics in population vaccinating behavior (2017) (56)
- The effect of multifunctionality on the rate of evolution in yeast. (2006) (56)
- Adversarial Vision Challenge (2018) (54)
- A research agenda for digital proximity tracing apps. (2020) (52)
- Learning to Run challenge: Synthesizing physiologically accurate motion using deep reinforcement learning (2018) (50)
- Neutral drift and polymorphism in gene-for-gene systems. (2005) (48)
- Crowdbreaks: Tracking Health Trends Using Public Social Media Data and Crowdsourcing (2018) (46)
- WHO and ITU establish benchmarking process for artificial intelligence in health (2019) (45)
- A low-cost method to assess the epidemiological importance of individuals in controlling infectious disease outbreaks (2013) (42)
- Assessment of menstrual health status and evolution through mobile apps for fertility awareness (2018) (41)
- Experiences in measuring a human contact network for epidemiology research (2010) (40)
- The Red Queen and the persistence of linkage-disequilibrium oscillations in finite and infinite populations (2007) (39)
- Signal transduction networks: topology, response and biochemical processes. (2006) (38)
- On the Causes of Selection for Recombination Underlying the Red Queen Hypothesis (2009) (37)
- The evolution of network topology by selective removal (2005) (34)
- Mutation accumulation in space and the maintenance of sexual reproduction. (2006) (31)
- Discovering health-related knowledge in social media using ensembles of heterogeneous features (2013) (28)
- Parasites lead to evolution of robustness against gene loss in host signaling networks (2008) (27)
- Novel technique for supernova detection with IceCube (2011) (27)
- High Epitope Expression Levels Increase Competition between T Cells (2006) (26)
- The role of epistasis on the evolution of recombination in host-parasite coevolution. (2009) (26)
- On the ground validation of online diagnosis with Twitter and medical records (2014) (25)
- Artificial Intelligence for Prosthetics - challenge solutions (2019) (25)
- Deep Learning for Understanding Satellite Imagery: An Experimental Survey (2020) (24)
- Snakebite and snake identification: empowering neglected communities and health-care providers with AI. (2019) (22)
- Infectious Disease Containment Based on a Wireless Sensor System (2016) (18)
- An ecological and digital epidemiology analysis on the role of human behavior on the 2014 Chikungunya outbreak in Martinique (2017) (18)
- Supervised Learning Computer Vision Benchmark for Snake Species Identification From Photographs: Implications for Herpetology and Global Health (2021) (17)
- Focus Group on Artificial Intelligence for Health (2018) (16)
- Measles Vaccination Coverage and Cases among Vaccinated Persons (2015) (16)
- Keep calm and carry on vaccinating: Is anti-vaccination sentiment contributing to declining vaccine coverage in England? (2020) (15)
- Addressing machine learning concept drift reveals declining vaccine sentiment during the COVID-19 pandemic (2020) (14)
- Two Sides of a Coin: Separating Personal Communication and Public Dissemination Accounts in Twitter (2014) (14)
- Augmenting Research, Education, and Outreach with Client-Side Web Programming. (2017) (14)
- Digital Proximity Tracing in the COVID-19 Pandemic on Empirical Contact Networks (2020) (13)
- Modeling Individual-Level Infection Dynamics Using Social Network Information (2015) (13)
- Non-genetic inheritance and the patterns of antagonistic coevolution (2012) (12)
- Inference of Plant Diseases from Leaf Images through Deep Learning (2016) (11)
- Learning to Recognize Musical Genre from Audio (2018) (11)
- Assessing Public Opinion on CRISPR-Cas9: Combining Crowdsourcing and Deep Learning (2020) (11)
- Targeted vaccination based on a wireless sensor system (2015) (11)
- Governing the Global Commons with Local Institutions (2012) (11)
- Toward a Common Performance and Effectiveness Terminology for Digital Proximity Tracing Applications (2020) (10)
- CrowdNotifier: Decentralized Privacy-Preserving Presence Tracing (2021) (9)
- ON THE EVOLUTION OF SEXUAL REPRODUCTION IN HOSTS COEVOLVING WITH MULTIPLE PARASITES (2010) (8)
- Precision global health: a roadmap for augmented action (2020) (6)
- Understanding population displacements on location-based call records using road data (2013) (4)
- Targeting HIV-related Medication Side Effects and Sentiment Using Twitter Data (2014) (4)
- FoodRepo: An Open Food Repository of Barcoded Food Products (2018) (4)
- Learning to Recognize Musical Genre from Audio: Challenge Overview (2018) (4)
- A digital reconstruction of the 1630–1631 large plague outbreak in Venice (2020) (4)
- International expert communities on Twitter become more isolated during the COVID-19 pandemic (2020) (3)
- Death in Venice: A Digital Reconstruction of a Large Plague Outbreak During 1630-1631 (2020) (3)
- Sexual selection and its effect on the fixation of an asexual clone (2006) (3)
- Combining Crowdsourcing and Deep Learning to Assess Public Opinion on CRISPR-Cas9 (2019) (3)
- Deploying decentralized, privacy-preserving proximity tracing (2022) (3)
- Author Correction: Assessing the Dynamics and Control of Droplet- and Aerosol-Transmitted Influenza Using an Indoor Positioning System (2020) (2)
- Associations Between Device-Measured Physical Activity and Glycemic Control and Variability Indices Under Free-Living Conditions (2021) (2)
- Synthesizing Social Proximity Networks by Combining Subjective Surveys with Digital Traces (2013) (1)
- [Using big data for disease surveillance and drug safety monitoring]. (2017) (1)
- PLOS Computational Biology 2017 Reviewer and Editorial Board Thank You (2018) (1)
- Introduction to NIPS 2017 Competition Track (2018) (1)
- Breaking Apart Contact Networks with Vaccination (2020) (1)
- Non-genetic inheritance and the patterns of antagonistic coevolution (2012) (1)
- Fighting a Pandemic: Convergence of Expertise, Data Science and Policy (2020) (1)
- How human behavior drives the propagation of an emerging infection: the case of the 2014 Chikungunya outbreak in Martinique (2016) (1)
- Assessing Public Opinion on CRISPR-Cas9: Combining Crowdsourcing and Deep Learning (Preprint) (2020) (0)
- The dynamics of health behavior sentiments on a large online social network (2013) (0)
- Faculty Opinions recommendation of Antigenic diversity, transmission mechanisms, and the evolution of pathogens. (2009) (0)
- The evolution of complexity on the level of genes, individuals and populations (2007) (0)
- Why publish single observations? Because Science Matters. (2016) (0)
- Dynamics of social media behavior before and after SARS-CoV-2 infection (2023) (0)
- Faculty Opinions recommendation of Anciently asexual bdelloid rotifers escape lethal fungal parasites by drying up and blowing away. (2010) (0)
- Author Correction: Assessing the Dynamics and Control of Droplet- and Aerosol-Transmitted Influenza Using an Indoor Positioning System (2020) (0)
- Digital epidemiology: what is it, and where is it going? (2018) (0)
- The Social Maintenance of Cooperation through Hypocrisy (2013) (0)
- Assessing the Dynamics and Control of Droplet- and Aerosol-Transmitted Influenza Using an Indoor Positioning System (2019) (0)
- Phenotype prediction from genome-wide genotyping data: a crowdsourcing experiment (2020) (0)
- MyFoodRepo: Artificial intelligence for precision nutrition tracking (2022) (0)
- Timeliness of online COVID-19 reports from official sources (2023) (0)
- English Vaccine-related Twitter data (Tweet IDs) 2018-07-01 to 2020-09-30 (2020) (0)
- Investment Ranking Challenge: Identifying the best performing stocks based on their semi-annual returns (2019) (0)
- An ecological and digital epidemiology analysis on the role of human behavior on the 2014 Chikungunya outbreak in Martinique (2017) (0)
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What Schools Are Affiliated With Marcel Salathé?
Marcel Salathé is affiliated with the following schools:
