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M. Salathé · SciRah

Researcher profile · Semantic Scholar

M. Salathé

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M. Salathé — researcher profile on SciRah

h-index: 43
Works: 119
Citations: 16K

Most-cited papers

Using Deep Learning for Image-Based Plant Disease Detection
S. Mohanty, D. Hughes, M. Salathé
2016Frontiers in Plant Science4,803 citations Open access
Semantic Scholar
An open access repository of images on plant health to enable the development of mobile disease diagnostics through machine learning and crowdsourcing
D. Hughes, M. Salathé
2015arXiv.org1,564 citations
Semantic Scholar
Modelling the influence of human behaviour on the spread of infectious diseases: a review
S. Funk, M. Salathé, V. Jansen
2010Journal of the Royal Society Interface1,327 citations Open access
Semantic Scholar
Statistical physics of vaccination
Zhen Wang, C. Bauch, S. Bhattacharyya, A. d'Onofrio +5 more
2016arXiv.org950 citations Open access
Semantic Scholar
A high-resolution human contact network for infectious disease transmission
M. Salathé, Maria A. Kazandjieva, Jung-Woo Lee, P. Levis +2 more
2010Proceedings of the National Academy of Sciences of the United States of America783 citations Open access
Semantic Scholar
Dynamics and Control of Diseases in Networks with Community Structure
M. Salathé, J. H. Jones
2010PLoS Comput. Biol.607 citations Open access
Semantic Scholar
Assessing Vaccination Sentiments with Online Social Media: Implications for Infectious Disease Dynamics and Control
M. Salathé, Shashank Khandelwal
2011PLoS Comput. Biol.542 citations Open access
Semantic Scholar
COVID-19 epidemic in Switzerland: on the importance of testing, contact tracing and isolation.
M. Salathé, C. Althaus, R. Neher, S. Stringhini +9 more
2020Swiss medical weekly471 citations Open access
Semantic Scholar
Digital Epidemiology
M. Salathé, L. Bengtsson, Todd J. Bodnar, D. Brewer +7 more
2012PLoS Comput. Biol.463 citations Open access
Semantic Scholar
Early Assessment of Anxiety and Behavioral Response to Novel Swine-Origin Influenza A(H1N1)
J. H. Jones, M. Salathé
2009PLoS ONE449 citations Open access
Semantic Scholar
COVID-Twitter-BERT: A natural language processing model to analyse COVID-19 content on Twitter
Martin M. Müller, M. Salathé, P. Kummervold
2020Frontiers in Artificial Intelligence420 citations Open access
Semantic Scholar
Ethical Challenges of Big Data in Public Health
E. Vayena, M. Salathé, L. Madoff, J. Brownstein
2015PLoS Comput. Biol.266 citations Open access
Semantic Scholar
Digital epidemiology: what is it, and where is it going?
M. Salathé
2018Life Sciences, Society and Policy183 citations Open access
Semantic Scholar
Influenza A (H7N9) and the Importance of Digital Epidemiology
M. Salathé, C. Freifeld, Sumiko R. Mekaru, A. Tomasulo +1 more
2013New England Journal of Medicine160 citations Open access
Semantic Scholar
Deep Learning for Understanding Satellite Imagery: An Experimental Survey
S. Mohanty, Jakub Czakon, Kamil Kaczmarek, A. Pyskir +12 more
2020Frontiers in Artificial Intelligence147 citations Open access
Semantic Scholar
An ensemble heterogeneous classification methodology for discovering health-related knowledge in social media messages
Suppawong Tuarob, Conrad S. Tucker, M. Salathé, Nilam Ram
2014Journal of Biomedical Informatics119 citations Open access
Semantic Scholar
Early Evidence of Effectiveness of Digital Contact Tracing for SARS-CoV-2 in Switzerland
M. Salathé, C. Althaus, N. Anderegg, D. Antonioli +16 more
2020medRxiv105 citations Open access
Semantic Scholar
Digital proximity tracing on empirical contact networks for pandemic control
G. Cencetti, Gabriele Santin, A. Longa, E. Pigani +5 more
2021Nature Communications99 citations Open access
Semantic Scholar
Learning to Run challenge solutions: Adapting reinforcement learning methods for neuromusculoskeletal environments
L. Kidzinski, S. Mohanty, Carmichael F. Ong, Zhewei Huang +25 more
2018arXiv.org98 citations Open access
Semantic Scholar
Plague outbreaks in prairie dog populations explained by percolation thresholds of alternate host abundance
Daniel J. Salkeld, M. Salathé, P. Stapp, J. H. Jones
2010Proceedings of the National Academy of Sciences of the United States of America98 citations Open access
Semantic Scholar
Complex social contagion makes networks more vulnerable to disease outbreaks
Ellsworth M. Campbell, M. Salathé
2012Scientific Reports96 citations Open access
Semantic Scholar
Assessing the Dynamics and Control of Droplet- and Aerosol-Transmitted Influenza Using an Indoor Positioning System
T. Smieszek, Gianrocco Lazzari, M. Salathé
2017Scientific Reports86 citations Open access
Semantic Scholar
Critical dynamics in population vaccinating behavior
A. Pananos, T. Bury, Clara Wang, Justin Schonfeld +4 more
2017Proceedings of the National Academy of Sciences of the United States of America82 citations Open access
Semantic Scholar
Positive Network Assortativity of Influenza Vaccination at a High School: Implications for Outbreak Risk and Herd Immunity
Victoria C. Barclay, T. Smieszek, Jianping He, Guo-Hong Cao +4 more
2014PLoS ONE82 citations Open access
Semantic Scholar
Precision global health in the digital age.
A. Flahault, A. Geissbuhler, I. Guessous, P. Guérin +3 more
2017Swiss medical weekly80 citations Open access
Semantic Scholar
Digital Pharmacovigilance and Disease Surveillance: Combining Traditional and Big-Data Systems for Better Public Health
M. Salathé
2016Journal of Infectious Diseases79 citations Open access
Semantic Scholar
Assessment of menstrual health status and evolution through mobile apps for fertility awareness
L. Symul, K. Wac, P. Hillard, M. Salathé
2018bioRxiv74 citations Open access
Semantic Scholar
Learning to Run challenge: Synthesizing physiologically accurate motion using deep reinforcement learning
L. Kidzinski, S. Mohanty, Carmichael F. Ong, J. Hicks +4 more
2018arXiv.org72 citations Open access
Semantic Scholar
How should social mixing be measured: comparing web-based survey and sensor-based methods
T. Smieszek, Victoria C. Barclay, Indulaxmi Seeni, J. Rainey +3 more
2014BMC Infectious Diseases71 citations Open access
Semantic Scholar
Validating models for disease detection using twitter
Todd J. Bodnar, M. Salathé
2013The Web Conference70 citations Open access
Semantic Scholar
Crowdbreaks: Tracking Health Trends Using Public Social Media Data and Crowdsourcing
Martin M. Müller, M. Salathé
2018Frontiers in Public Health68 citations Open access
Semantic Scholar
Adversarial Vision Challenge
Wieland Brendel, Jonas Rauber, Alexey Kurakin, Nicolas Papernot +20 more
2018The NeurIPS '18 Competition61 citations Open access
Semantic Scholar
WHO and ITU establish benchmarking process for artificial intelligence in health.
Thomas Wiegand, R. Krishnamurthy, Monique Kuglitsch, Naomi Lee +4 more
2019The Lancet60 citations Open access
Semantic Scholar
Identifying Adverse Effects of HIV Drug Treatment and Associated Sentiments Using Twitter
Cosme Adrover, Todd J. Bodnar, Zhuo-Jie Huang, A. Telenti +1 more
2015JMIR Public Health and Surveillance59 citations Open access
Semantic Scholar
Artificial Intelligence for Prosthetics - challenge solutions
L. Kidzinski, Carmichael F. Ong, S. Mohanty, J. Hicks +46 more
2019The NeurIPS '18 Competition55 citations Open access
Semantic Scholar
A research agenda for digital proximity tracing apps.
V. von Wyl, S. Bonhoeffer, Edouard Bugnion, M. Puhan +5 more
2020Swiss medical weekly54 citations Open access
Semantic Scholar
A low-cost method to assess the epidemiological importance of individuals in controlling infectious disease outbreaks
T. Smieszek, M. Salathé
2013BMC Medicine46 citations Open access
Semantic Scholar
Supervised Learning Computer Vision Benchmark for Snake Species Identification From Photographs: Implications for Herpetology and Global Health
A. Durso, Gokula Krishnan Moorthy, S. Mohanty, I. Bolon +2 more
2021Frontiers in Artificial Intelligence41 citations Open access
Semantic Scholar
Snakebite and snake identification: empowering neglected communities and health-care providers with AI.
R. R. D. De Castañeda, A. Durso, Nicolas Ray, J. L. Fernández +5 more
2019The Lancet Digital Health39 citations Open access
Semantic Scholar
Experiences in measuring a human contact network for epidemiology research
Maria A. Kazandjieva, Jung-Woo Lee, M. Salathé, M. Feldman +2 more
2010HotEmNets35 citations Open access
Semantic Scholar
Use of large language models as a scalable approach to understanding public health discourse
Laura Espinosa, M. Salathé
2024medRxiv34 citations Open access
Semantic Scholar
Focus Group on Artificial Intelligence for Health
M. Salathé, Thomas Wiegand, M. Wenzel
2018arXiv.org34 citations
Semantic Scholar
Novel technique for supernova detection with IceCube
M. Salathé, M. Ribordy, L. Demirörs
201129 citations Open access
Semantic Scholar
Keep calm and carry on vaccinating: Is anti-vaccination sentiment contributing to declining vaccine coverage in England?
M. Edelstein, Martin M. Müller, S. Ladhani, J. Yarwood +2 more
2020Vaccine28 citations Open access
Semantic Scholar
Deploying decentralized, privacy-preserving proximity tracing
C. Troncoso, D. Bogdanov, Edouard Bugnion, Sylvain Chatel +13 more
2022Communications of the ACM27 citations Open access
Semantic Scholar
Addressing machine learning concept drift reveals declining vaccine sentiment during the COVID-19 pandemic
Martin M. Müller, M. Salathé
2020arXiv.org26 citations
Semantic Scholar
Discovering health-related knowledge in social media using ensembles of heterogeneous features
Suppawong Tuarob, Conrad S. Tucker, M. Salathé, Nilam Ram
2013International Conference on Information and Knowledge Management26 citations Open access
Semantic Scholar
On the ground validation of online diagnosis with Twitter and medical records
Todd J. Bodnar, Victoria C. Barclay, Nilam Ram, Conrad S. Tucker +1 more
2014The Web Conference25 citations Open access
Semantic Scholar
Learning to Recognize Musical Genre from Audio: Challenge Overview
Michaël Defferrard, S. Mohanty, Sean F. Carroll, M. Salathé
2018The Web Conference24 citations Open access
Semantic Scholar
Infectious Disease Containment Based on a Wireless Sensor System
Xiao Sun, Zong-Qing Lu, Xiao-Mei Zhang, M. Salathé +1 more
2016IEEE Access20 citations Open access
Semantic Scholar

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