Intimate Partner Violence as Reflected in Internet Search Data
Brit Youngmann, Elad Yom-Tov
Social Science Computer Review | April 2022
Internet-Mediated Health
Publications
Publications by Year
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Detection of Infectious Disease Outbreaks in Search Engine Time Series Using Non-Specific Syndromic Surveillance with Effect-Size Filtering
Oded Ovadia, Oren Elisha, Elad Yom-Tov
April 2022
Economics of attention: The gender-based bing communication study on depression
Yulin Hswen, Nguemdjo Ulrich, Elad Yom-Tov, BrunoVentelou
SSM - Population Health | March 2022
Providing early indication of regional anomalies in COVID-19 case counts in England using search engine queries
Elad Yom-Tov, Vasileios Lampos, Thomas Inns, Ingemar J. Cox, Michael Edelstein
Scientific Reports | February 2022
Covidseeker: A Geospatial Temporal Surveillance Tool
Yulin Hswen, Elad Yom-Tov, Vaidhy Murti, Nicholas Narsing, Siona Prasad, George W. Rutherford, Kirsten Bibbins-Domingo
International Journal of Environmental Research and Public Health | January 2022
-
Active syndromic surveillance of COVID-19 in Israel
Elad Yom-Tov
Scientific Reports | December 2021
REinforcement learning to improve non-adherence for diabetes treatments by Optimising Response and Customising Engagement (REINFORCE): study protocol of a pragmatic randomised trial
Julie C Lauffenburger, Elad Yom-Tov, Punam A Keller, Marie E McDonnell, Lily G Bessette, Constance P Fontanet, Ellen S Sears, Erin Kim, Kaitlin Hanken, J Joseph Buckley, Renee A Barlev, Nancy Haff, Niteesh K Choudhry
BMJ Open | December 2021
Collaboration between Government and Research Community to Respond to COVID-19: Israel’s Case
Mor Peleg, Amnon Reichmann, Sivan Shachar, Tamir Gadot, Meytal Avgil Tsadok, Maya Azaria, Orr Dunkelmann, Shiri Hassid, Daniella Partem, Maya Shmailov, Elad Yom-Tov, Roy Cohen
Journal of Open Innovation | September 2021
Analysis of a Vaping-Associated Lung Injury Outbreak through Participatory Surveillance and Archival Internet Data
Yulin Hswen, Elad Yom-Tov
International Journal of Environmental Research and Public Health | August 2021
Association of COVID19-induced anosmia and ageusia with depression and suicidal ideation
Elad Yom-Tov, DamienLekkas, Nicholas C.Jacobson
Journal of Affective Disorders Reports | July 2021
Unique Internet Search Strategies of Individuals With Self-Stated Autism: Quantitative Analysis of Search Engine Users’ Investigative Behaviors
Eldad Yechiam, Elad Yom-Tov
Journal of Medical Internet Research | July 2021
Preferences for mHealth Technology and Text Messaging Communication in Patients With Type 2 Diabetes: Qualitative Interview Study
Julie C Lauffenburger, Renee A Barlev, Ellen S Sears, Punam A Keller, Marie E McDonnell, Elad Yom-Tov, Constance P Fontanet, Kaitlin Hanken, Nancy Haff, Niteesh K Choudhry
Journal of Medical Internet Research | June 2021
Detecting Impending Stroke From Cognitive Traits Evident in Internet Searches: Analysis of Archival Data
Elad Yom-Tov
Journal of Medical Internet Research | May 2021, Vol 23(5)
Algorithmic copywriting: automated generation of health-related advertisements to improve their performance
Brit Youngmann, Elad Yom-Tov, Ran Gilad-Bachrach, Danny Karmon
Information Retrieval Journal | April 2021
Vaccine advertising: Preach to the converted or to the unaware?
Maria Krupenkin, Elad Yom-Tov, David Rothschild
DPJ Digital Medicine | February 2021, Vol 4
What on-line searches tell us about public interest and potential impact on behaviour in response to minimum unit pricing of alcohol in Scotland
David A. Leon, Elad Yom-Tov, Ann M. Johnson, Mark Petticrew, Mark Petticrew, Vasileios Lampos, Ingemar J. Cox
Addiction | January 2021
-
Ethical Challenges and Opportunities Associated With the Ability to Perform Medical Screening From Interactions With Search Engines: Viewpoint
Elad Yom-Tov, Yuval Cherlow
Journal of Medical Internet Research | September 2020, Vol 22(9)
Internet search engine queries on abortion and miscarriage peak after a query on missing a dose of oral contraceptive
Irit Hochberg, Elad Yom-Tov
22nd European Congress of Endocrinology | September 2020
Real-World Evidence on the Effect of Missing an Oral Contraceptive Dose: Analysis of Internet Search Engine Queries
Irit Hochberg, Sharon Orshalimy, Elad Yom-Tov
Journal of Medical Internet Research | September 2020, Vol 22(9)
Initial growth rates of epidemics fail to predict their reach: A lesson from large scale malware spread analysis
Lev Muchnik, Elad Yom-Tov, Nir Levy, Amir Rubin, Yoram Louzoun
August 2020
Bounding the fairness and accuracy of classifiers from population statistics
Sivan Sabato, Elad Yom-Tov
ICML 2020 | July 2020
Modeling infection methods of computer malware in the presence of vaccinations using epidemiological models: an analysis of real-world data
Elad Yom-Tov, Nir Levy, Amir Rubin
International Journal of Data Science and Analytics | June 2020
Using confidence and consensuality to predict time invested in problem solving and in real-life web searching
Rakefet Ackerman , IlanTorgovitsky, Elad Yom-Tov
Cognition | June 2020, Vol 199
“If I was to post something, it would be too vulnerable:” University students and mental health disclosures on instagram
Alexandra Budenz, Ann Klassen, Jonathan Purtle, Michael Yudell, Philip Massey
Journal of American College Health | May 2020
Tracking COVID-19 Using Online Search
Vasileios Lampos, Simon Moura, Elad Yom-Tov, Michael Edelstein, Maimuna Majumder, Rachel A. McKendry, Ingemar J. Cox
April 2020
Analyzing Trends Of Loneliness Through Large-Scale Analysis Of Social Media Postings: Observational Study
Keren Mazuz, Elad Yom-Tov
JMIR Mental Health | April 2020, Vol 7(4)
Privacy, Altruism, and Experience: Estimating the Perceived Value of Internet Data for Medical Uses
Gilie Gefen, Moshe Tennenholtz, Omer Ben-Porat
Companion Proceedings of the Web Conference 2020 | April 2020
The Automated Copywriter: Algorithmic Rephrasing of Health-Related Advertisements to Improve their Performance
Brit Youngmann, Ran Gilad-Bachrach, Danny Karmon
TheWebConference | April 2020
Vaccine information seeking on social Q&A services
Aviv J. Sharon, Ayelet Baram-Tsabari, Elad Yom-Tov
Vaccine | March 2020
Multi-season analysis reveals the spatial structure of disease spread
Inbar Seroussi, Nir Levy, Elad Yom-Tov
Physica A | March 2020
Assessment of the Frequency of Online Searches for Symptoms Before Diagnosis: Analysis of Archival Data
Irit Hochberg, Raviv Allon, Elad Yom-Tov
Journal of Medical Internet Research | March 2020, Vol 22(3)
Screening for Cancer Using a Learning Internet Advertising System
Elad Yom-Tov
ACM Transactions on Computing for Healthcare | March 2020, Vol 1(2)
-
Mental illness and bipolar disorder on Twitter: implications for stigma and social support
Alexandra Budenz, Ann Klassen, Jonathan Purtle, Elad Yom-Tov, Michael Yudell, Philip Massey
Journal of Mental Health | November 2019
Concerns of Female Adolescents About Menarche and First Sexual Intercourse: Mixed Methods Analysis of Social Media Questions
Elad Yom-Tov
JMIR Pediatrics and Parenting | June 2019
Can internet search engine queries be used to diagnose diabetes? Analysis of archival search data
Elad Yom-Tov
Acta Diabetica | May 2019
Internet Searches for Medical Symptoms Before Seeking Information on 12-Step Addiction Treatment Programs: A Web-Search Log Analysis
Elad Yom-Tov
Journal of Medical Internet Research | May 2019
Symptoms Prompting Interest in Celiac Disease and the Gluten-Free Diet: Analysis of Internet Search Term Data
Elad Yom-Tov
Journal of Medical Internet Research | April 2019
Do Search Engine Helpline Notices Aid in Preventing Suicide? Analysis of Archival Data
Elad Yom-Tov
Journal of Medical Internet Research | March 2019
Demographic differences in search engine use with implications for cohort selection
Elad Yom-Tov
Information Retrieval Journal | January 2019
-
Modeling influenza-like illnesses through composite compartmental models
Nir Levy, Michael Iv, Elad Yom-Tov
Physica A | December 2018, Vol 494: pp. 288-293
The Impact of Delay Announcements on Hospital Network Coordination and Waiting Times
Jing Dong, Galit Yom-Tov, Elad Yom-Tov
Management Science | July 2018
The effectiveness of public health advertisements to promote health: a randomized-controlled trial on 794,000 participants
Elad Yom-Tov, Jinia Shembekar, Sarah Barclay, Peter Muennig
NPJ Digital Medicine | June 2018
Risk Assessment for Parents Who Suspect Their Child Has Autism Spectrum Disorder: Machine Learning Approach
Ayelet Ben-Sasson, Diana L Robins, Elad Yom-Tov
Journal of Medical Internet Research | April 2018
Anxiety and Information Seeking: Evidence From Large-Scale Mouse Tracking
Brit Youngmann, Elad Yom-Tov
WWW | April 2018
Characterizing Efficient Referrals in Social Networks
Reut Apel, Elad Yom-Tov, Moshe Tennenholtz
WWW | April 2018
Respiratory syncytial virus tracking using internet search engine data
Eyal Oren, Justin Frere, Eran Yom-Tov, Elad Yom-Tov
BMC Public Health | April 2018
Discriminative Learning of Prediction Intervals
Nir Rosenfeld, Yishay Mansour, Elad Yom-Tov
AISTATS | April 2018
Inducing Behavioral Change in Seekers of Pro-Anorexia Content Using Internet Advertisements: Randomized Controlled Trial
Elad Yom-Tov, Anat Brunstein-Klomek, Or Mandel, Arie Hadas, Silvana Fennig
JMIR Mental Health | February 2018
What Drives Health Professionals to Tweet About #HPVvaccine? Identifying Strategies for Effective Communication
Philip Massey, Alex Budnez, Amy Leader, Kara Fisher, Ann C. Klassen, Elad Yom-Tov
Preventing Chronic Disease | February 2018
Predicting user adherence to behavioral eHealth interventions in the real world: examining which aspects of intervention design matter most
Amit Baumel, Elad Yom-Tov
Translational Behavioral Medicine | February 2018
Evidence From Web-Based Dietary Search Patterns to the Role of B12 Deficiency in Non-Specific Chronic Pain: A Large-Scale Observational Study
Eitan Giat, Elad Yom-Tov
Journal of Medical Internet Research | January 2018
-
Estimating the Population Impact of a New Pediatric Influenza Vaccination Program in England Using Social Media Content
Moritz Wagner, Vasileios Lampos, Elad Yom-Tov, Richard Pebody, Ingemar J Cox
Journal of Medical Internet Research | December 2017
Adverse Reactions Associated With Cannabis Consumption as Evident From Search Engine Queries
Elad Yom-Tov
JMIR Public Health and Surveillance | October 2017, Vol 3(4): pp. e77
Hispanic Use of Alternative Medicine as Demonstrated in Internet Searches
Elad Yom-Tov, William F. Strong, Lupita Rodriguez Strong
Health Behavior Policy Review | September 2017, Vol 4: pp. 503-510
Predicting Drug Recalls from Internet Search Engine Queries
Elad Yom-Tov
Journal of Translational Engineering in Health and Medicine | August 2017, Vol 5: pp. 1-6
Opinion leadership in small groups
Sarit Moldovan, Eitan Muller, Yossi Richter, Elad Yom-Tov
International Journal of Research in Marketing | June 2017
Validation of New Signal Detection Methods for Web Query Log Data Compared to Signal Detection Algorithms Used With FAERS
Susan Colila, Elad Yom-Tov, Ling Zhang, Marie-Laure Kurzinger, Stephanie Tcherny-Lessenot, Catherine Penfornis, Shang Jen, Danny S. Gonzalez, Patrick Caubel, Susan Welsh, Juhaeri Juhaeri
Drug Safety | May 2017
Seeking Web-Based Information About Attention Deficit Hyperactivity Disorder: Where, What, and When
Sara Rosenblum, Elad Yom-Tov
Journal of Medical Internet Research | April 2017, Vol 19: pp. e126
The Werther Effect revisited: Measuring the effect of news items on user behavior
Elad Yom-Tov, Shira H. Fischer, Elad Yom-Tov
7th Temporal Web Analytics Workshop (TempWeb 2017) | April 2017
Inferring Individual Attributes from Search Engine Queries and Auxiliary Information
Proceedings of the 26th International Conference on World Wide Web (WWW 2017) | April 2017
Predicting Counterfactuals from Large Historical Data and Small Randomized Trials
Nir Rosenfeld, Yishay Mansour, Elad Yom-Tov
Proceedings of the 26th International Conference on World Wide Web Companion | April 2017
Validation of New Signal Detection Methods for Web Query Log Data Compared to Signal Detection Algorithms Used With FAERS
Drug Safety | February 2017, Vol 40(5): pp. 399-408
-
The Effect of Limited Health Literacy on How Internet Users Learn About Diabetes
Elad Yom-Tov, Barbara Marino, Jenifer Pai, Dawn Harris, Michael Wolf
Journal of Health Communication | September 2016, pp. 1107-1114
The Effect of Limited Health Literacy on How Internet Users Learn About Diabetes
Journal of Health Communication | September 2016, Vol 21: pp. 1107-1114
Assessing the Impact of a Health Intervention via User-generated Internet Content
Vasileios Lampos, Elad Yom-Tov, Richard Pebody, Ingemar J. Cox
Data mining and knowledge discovery | September 2016
The quality of online answers to parents who suspect that their child has an Autism Spectrum Disorder
Ayelet Ben-Sasson, Dan Pelleg, Elad Yom-Tov
AAAI | May 2016
Differences in physical status, mental state and online behavior of people in pro-anorexia web communities
Elad Yom-Tov
Eating Behaviors | May 2016
Crowdsourced Health: How What You Do on the Internet Will Improve Medicine
Elad Yom-Tov
Crowdsourced Health: How What You Do on the Internet Will Improve Medicine
Published by MIT Press | March 2016
-
-
Information is in the eye of the beholder: Seeking information on the MMR vaccine through an Internet search engine
Elad Yom-Tov, Luis Fernandez-Luque
November 2014
Seeking Insights About Cycling Mood Disorders via Anonymized Search Logs
Elad Yom-Tov, Ryen W. White, Eric Horvitz
Journal of Medical Internet Research | February 2014
-
On the Link between Media Coverage of Anorexia and Pro-anorexic Practices on the Web
Elad Yom-Tov, danah boyd
International Journal of Eating Disorders | October 2013
Detection of Disease Outbreaks in Mass Gatherings Using Internet Data
Ingemar Cox, Elad Yom-Tov, Anne Johnson, Rachel A. McKendry
Health 2.0 | September 2013
When Overweight Is the Normal Weight: An Examination of Obesity Using a Social Media Internet Database
Meghan Kuebler, Elad Yom-Tov, Dan Pelleg, Rebecca M Puhl, Peter Muennig
PLoS One | September 2013
Publications by Research Area
-
Intimate Partner Violence as Reflected in Internet Search Data
Brit Youngmann, Elad Yom-Tov
Social Science Computer Review | April 2022
Economics of attention: The gender-based bing communication study on depression
Yulin Hswen, Nguemdjo Ulrich, Elad Yom-Tov, BrunoVentelou
SSM - Population Health | March 2022
Providing early indication of regional anomalies in COVID-19 case counts in England using search engine queries
Elad Yom-Tov, Vasileios Lampos, Thomas Inns, Ingemar J. Cox, Michael Edelstein
Scientific Reports | February 2022
Active syndromic surveillance of COVID-19 in Israel
Elad Yom-Tov
Scientific Reports | December 2021
REinforcement learning to improve non-adherence for diabetes treatments by Optimising Response and Customising Engagement (REINFORCE): study protocol of a pragmatic randomised trial
Julie C Lauffenburger, Elad Yom-Tov, Punam A Keller, Marie E McDonnell, Lily G Bessette, Constance P Fontanet, Ellen S Sears, Erin Kim, Kaitlin Hanken, J Joseph Buckley, Renee A Barlev, Nancy Haff, Niteesh K Choudhry
BMJ Open | December 2021
Collaboration between Government and Research Community to Respond to COVID-19: Israel’s Case
Mor Peleg, Amnon Reichmann, Sivan Shachar, Tamir Gadot, Meytal Avgil Tsadok, Maya Azaria, Orr Dunkelmann, Shiri Hassid, Daniella Partem, Maya Shmailov, Elad Yom-Tov, Roy Cohen
Journal of Open Innovation | September 2021
Unique Internet Search Strategies of Individuals With Self-Stated Autism: Quantitative Analysis of Search Engine Users’ Investigative Behaviors
Eldad Yechiam, Elad Yom-Tov
Journal of Medical Internet Research | July 2021
Association of COVID19-induced anosmia and ageusia with depression and suicidal ideation
Elad Yom-Tov, DamienLekkas, Nicholas C.Jacobson
Journal of Affective Disorders Reports | July 2021
Preferences for mHealth Technology and Text Messaging Communication in Patients With Type 2 Diabetes: Qualitative Interview Study
Julie C Lauffenburger, Renee A Barlev, Ellen S Sears, Punam A Keller, Marie E McDonnell, Elad Yom-Tov, Constance P Fontanet, Kaitlin Hanken, Nancy Haff, Niteesh K Choudhry
Journal of Medical Internet Research | June 2021
Detecting Impending Stroke From Cognitive Traits Evident in Internet Searches: Analysis of Archival Data
Elad Yom-Tov
Journal of Medical Internet Research | May 2021, Vol 23(5)
Algorithmic copywriting: automated generation of health-related advertisements to improve their performance
Brit Youngmann, Elad Yom-Tov, Ran Gilad-Bachrach, Danny Karmon
Information Retrieval Journal | April 2021
Initial growth rates of epidemics fail to predict their reach: A lesson from large scale malware spread analysis
Lev Muchnik, Elad Yom-Tov, Nir Levy, Amir Rubin, Yoram Louzoun
August 2020
Bounding the fairness and accuracy of classifiers from population statistics
Sivan Sabato, Elad Yom-Tov
ICML 2020 | July 2020
Multi-season analysis reveals the spatial structure of disease spread
Inbar Seroussi, Nir Levy, Elad Yom-Tov
Physica A | March 2020
Screening for Cancer Using a Learning Internet Advertising System
Elad Yom-Tov
ACM Transactions on Computing for Healthcare | March 2020, Vol 1(2)
Mental illness and bipolar disorder on Twitter: implications for stigma and social support
Alexandra Budenz, Ann Klassen, Jonathan Purtle, Elad Yom-Tov, Michael Yudell, Philip Massey
Journal of Mental Health | November 2019
The Effect of Limited Health Literacy on How Internet Users Learn About Diabetes
Journal of Health Communication | September 2016, Vol 21: pp. 1107-1114
Assessing the Impact of a Health Intervention via User-generated Internet Content
Vasileios Lampos, Elad Yom-Tov, Richard Pebody, Ingemar J. Cox
Data mining and knowledge discovery | September 2016
The quality of online answers to parents who suspect that their child has an Autism Spectrum Disorder
Ayelet Ben-Sasson, Dan Pelleg, Elad Yom-Tov
AAAI | May 2016
Crowdsourced Health: How What You Do on the Internet Will Improve Medicine
Elad Yom-Tov
Crowdsourced Health: How What You Do on the Internet Will Improve Medicine
Published by MIT Press | March 2016
-
Intimate Partner Violence as Reflected in Internet Search Data
Brit Youngmann, Elad Yom-Tov
Social Science Computer Review | April 2022
Economics of attention: The gender-based bing communication study on depression
Yulin Hswen, Nguemdjo Ulrich, Elad Yom-Tov, BrunoVentelou
SSM - Population Health | March 2022
Providing early indication of regional anomalies in COVID-19 case counts in England using search engine queries
Elad Yom-Tov, Vasileios Lampos, Thomas Inns, Ingemar J. Cox, Michael Edelstein
Scientific Reports | February 2022
Covidseeker: A Geospatial Temporal Surveillance Tool
Yulin Hswen, Elad Yom-Tov, Vaidhy Murti, Nicholas Narsing, Siona Prasad, George W. Rutherford, Kirsten Bibbins-Domingo
International Journal of Environmental Research and Public Health | January 2022
Active syndromic surveillance of COVID-19 in Israel
Elad Yom-Tov
Scientific Reports | December 2021
REinforcement learning to improve non-adherence for diabetes treatments by Optimising Response and Customising Engagement (REINFORCE): study protocol of a pragmatic randomised trial
Julie C Lauffenburger, Elad Yom-Tov, Punam A Keller, Marie E McDonnell, Lily G Bessette, Constance P Fontanet, Ellen S Sears, Erin Kim, Kaitlin Hanken, J Joseph Buckley, Renee A Barlev, Nancy Haff, Niteesh K Choudhry
BMJ Open | December 2021
Collaboration between Government and Research Community to Respond to COVID-19: Israel’s Case
Mor Peleg, Amnon Reichmann, Sivan Shachar, Tamir Gadot, Meytal Avgil Tsadok, Maya Azaria, Orr Dunkelmann, Shiri Hassid, Daniella Partem, Maya Shmailov, Elad Yom-Tov, Roy Cohen
Journal of Open Innovation | September 2021
Analysis of a Vaping-Associated Lung Injury Outbreak through Participatory Surveillance and Archival Internet Data
Yulin Hswen, Elad Yom-Tov
International Journal of Environmental Research and Public Health | August 2021
Unique Internet Search Strategies of Individuals With Self-Stated Autism: Quantitative Analysis of Search Engine Users’ Investigative Behaviors
Eldad Yechiam, Elad Yom-Tov
Journal of Medical Internet Research | July 2021
Association of COVID19-induced anosmia and ageusia with depression and suicidal ideation
Elad Yom-Tov, DamienLekkas, Nicholas C.Jacobson
Journal of Affective Disorders Reports | July 2021
Preferences for mHealth Technology and Text Messaging Communication in Patients With Type 2 Diabetes: Qualitative Interview Study
Julie C Lauffenburger, Renee A Barlev, Ellen S Sears, Punam A Keller, Marie E McDonnell, Elad Yom-Tov, Constance P Fontanet, Kaitlin Hanken, Nancy Haff, Niteesh K Choudhry
Journal of Medical Internet Research | June 2021
Detecting Impending Stroke From Cognitive Traits Evident in Internet Searches: Analysis of Archival Data
Elad Yom-Tov
Journal of Medical Internet Research | May 2021, Vol 23(5)
Algorithmic copywriting: automated generation of health-related advertisements to improve their performance
Brit Youngmann, Elad Yom-Tov, Ran Gilad-Bachrach, Danny Karmon
Information Retrieval Journal | April 2021
Vaccine advertising: Preach to the converted or to the unaware?
Maria Krupenkin, Elad Yom-Tov, David Rothschild
DPJ Digital Medicine | February 2021, Vol 4
What on-line searches tell us about public interest and potential impact on behaviour in response to minimum unit pricing of alcohol in Scotland
David A. Leon, Elad Yom-Tov, Ann M. Johnson, Mark Petticrew, Mark Petticrew, Vasileios Lampos, Ingemar J. Cox
Addiction | January 2021
Ethical Challenges and Opportunities Associated With the Ability to Perform Medical Screening From Interactions With Search Engines: Viewpoint
Elad Yom-Tov, Yuval Cherlow
Journal of Medical Internet Research | September 2020, Vol 22(9)
Real-World Evidence on the Effect of Missing an Oral Contraceptive Dose: Analysis of Internet Search Engine Queries
Irit Hochberg, Sharon Orshalimy, Elad Yom-Tov
Journal of Medical Internet Research | September 2020, Vol 22(9)
Internet search engine queries on abortion and miscarriage peak after a query on missing a dose of oral contraceptive
Irit Hochberg, Elad Yom-Tov
22nd European Congress of Endocrinology | September 2020
Modeling infection methods of computer malware in the presence of vaccinations using epidemiological models: an analysis of real-world data
Elad Yom-Tov, Nir Levy, Amir Rubin
International Journal of Data Science and Analytics | June 2020
“If I was to post something, it would be too vulnerable:” University students and mental health disclosures on instagram
Alexandra Budenz, Ann Klassen, Jonathan Purtle, Michael Yudell, Philip Massey
Journal of American College Health | May 2020
Tracking COVID-19 Using Online Search
Vasileios Lampos, Simon Moura, Elad Yom-Tov, Michael Edelstein, Maimuna Majumder, Rachel A. McKendry, Ingemar J. Cox
April 2020
Privacy, Altruism, and Experience: Estimating the Perceived Value of Internet Data for Medical Uses
Gilie Gefen, Moshe Tennenholtz, Omer Ben-Porat
Companion Proceedings of the Web Conference 2020 | April 2020
The Automated Copywriter: Algorithmic Rephrasing of Health-Related Advertisements to Improve their Performance
Brit Youngmann, Ran Gilad-Bachrach, Danny Karmon
TheWebConference | April 2020
Vaccine information seeking on social Q&A services
Aviv J. Sharon, Ayelet Baram-Tsabari, Elad Yom-Tov
Vaccine | March 2020
Multi-season analysis reveals the spatial structure of disease spread
Inbar Seroussi, Nir Levy, Elad Yom-Tov
Physica A | March 2020
Screening for Cancer Using a Learning Internet Advertising System
Elad Yom-Tov
ACM Transactions on Computing for Healthcare | March 2020, Vol 1(2)
Assessment of the Frequency of Online Searches for Symptoms Before Diagnosis: Analysis of Archival Data
Irit Hochberg, Raviv Allon, Elad Yom-Tov
Journal of Medical Internet Research | March 2020, Vol 22(3)
Mental illness and bipolar disorder on Twitter: implications for stigma and social support
Alexandra Budenz, Ann Klassen, Jonathan Purtle, Elad Yom-Tov, Michael Yudell, Philip Massey
Journal of Mental Health | November 2019
Concerns of Female Adolescents About Menarche and First Sexual Intercourse: Mixed Methods Analysis of Social Media Questions
Elad Yom-Tov
JMIR Pediatrics and Parenting | June 2019
Can internet search engine queries be used to diagnose diabetes? Analysis of archival search data
Elad Yom-Tov
Acta Diabetica | May 2019
Internet Searches for Medical Symptoms Before Seeking Information on 12-Step Addiction Treatment Programs: A Web-Search Log Analysis
Elad Yom-Tov
Journal of Medical Internet Research | May 2019
Symptoms Prompting Interest in Celiac Disease and the Gluten-Free Diet: Analysis of Internet Search Term Data
Elad Yom-Tov
Journal of Medical Internet Research | April 2019
Do Search Engine Helpline Notices Aid in Preventing Suicide? Analysis of Archival Data
Elad Yom-Tov
Journal of Medical Internet Research | March 2019
Demographic differences in search engine use with implications for cohort selection
Elad Yom-Tov
Information Retrieval Journal | January 2019
Modeling influenza-like illnesses through composite compartmental models
Nir Levy, Michael Iv, Elad Yom-Tov
Physica A | December 2018, Vol 494: pp. 288-293
The Impact of Delay Announcements on Hospital Network Coordination and Waiting Times
Jing Dong, Galit Yom-Tov, Elad Yom-Tov
Management Science | July 2018
The effectiveness of public health advertisements to promote health: a randomized-controlled trial on 794,000 participants
Elad Yom-Tov, Jinia Shembekar, Sarah Barclay, Peter Muennig
NPJ Digital Medicine | June 2018
Risk Assessment for Parents Who Suspect Their Child Has Autism Spectrum Disorder: Machine Learning Approach
Ayelet Ben-Sasson, Diana L Robins, Elad Yom-Tov
Journal of Medical Internet Research | April 2018
Characterizing Efficient Referrals in Social Networks
Reut Apel, Elad Yom-Tov, Moshe Tennenholtz
WWW | April 2018
Anxiety and Information Seeking: Evidence From Large-Scale Mouse Tracking
Brit Youngmann, Elad Yom-Tov
WWW | April 2018
Respiratory syncytial virus tracking using internet search engine data
Eyal Oren, Justin Frere, Eran Yom-Tov, Elad Yom-Tov
BMC Public Health | April 2018
Discriminative Learning of Prediction Intervals
Nir Rosenfeld, Yishay Mansour, Elad Yom-Tov
AISTATS | April 2018
What Drives Health Professionals to Tweet About #HPVvaccine? Identifying Strategies for Effective Communication
Philip Massey, Alex Budnez, Amy Leader, Kara Fisher, Ann C. Klassen, Elad Yom-Tov
Preventing Chronic Disease | February 2018
Inducing Behavioral Change in Seekers of Pro-Anorexia Content Using Internet Advertisements: Randomized Controlled Trial
Elad Yom-Tov, Anat Brunstein-Klomek, Or Mandel, Arie Hadas, Silvana Fennig
JMIR Mental Health | February 2018
Predicting user adherence to behavioral eHealth interventions in the real world: examining which aspects of intervention design matter most
Amit Baumel, Elad Yom-Tov
Translational Behavioral Medicine | February 2018
Evidence From Web-Based Dietary Search Patterns to the Role of B12 Deficiency in Non-Specific Chronic Pain: A Large-Scale Observational Study
Eitan Giat, Elad Yom-Tov
Journal of Medical Internet Research | January 2018
Estimating the Population Impact of a New Pediatric Influenza Vaccination Program in England Using Social Media Content
Moritz Wagner, Vasileios Lampos, Elad Yom-Tov, Richard Pebody, Ingemar J Cox
Journal of Medical Internet Research | December 2017
Adverse Reactions Associated With Cannabis Consumption as Evident From Search Engine Queries
Elad Yom-Tov
JMIR Public Health and Surveillance | October 2017, Vol 3(4): pp. e77
Hispanic Use of Alternative Medicine as Demonstrated in Internet Searches
Elad Yom-Tov, William F. Strong, Lupita Rodriguez Strong
Health Behavior Policy Review | September 2017, Vol 4: pp. 503-510
Predicting Drug Recalls from Internet Search Engine Queries
Elad Yom-Tov
Journal of Translational Engineering in Health and Medicine | August 2017, Vol 5: pp. 1-6
Opinion leadership in small groups
Sarit Moldovan, Eitan Muller, Yossi Richter, Elad Yom-Tov
International Journal of Research in Marketing | June 2017
Validation of New Signal Detection Methods for Web Query Log Data Compared to Signal Detection Algorithms Used With FAERS
Susan Colila, Elad Yom-Tov, Ling Zhang, Marie-Laure Kurzinger, Stephanie Tcherny-Lessenot, Catherine Penfornis, Shang Jen, Danny S. Gonzalez, Patrick Caubel, Susan Welsh, Juhaeri Juhaeri
Drug Safety | May 2017
Seeking Web-Based Information About Attention Deficit Hyperactivity Disorder: Where, What, and When
Sara Rosenblum, Elad Yom-Tov
Journal of Medical Internet Research | April 2017, Vol 19: pp. e126
The Werther Effect revisited: Measuring the effect of news items on user behavior
Elad Yom-Tov, Shira H. Fischer, Elad Yom-Tov
7th Temporal Web Analytics Workshop (TempWeb 2017) | April 2017
Inferring Individual Attributes from Search Engine Queries and Auxiliary Information
Proceedings of the 26th International Conference on World Wide Web (WWW 2017) | April 2017
Predicting Counterfactuals from Large Historical Data and Small Randomized Trials
Nir Rosenfeld, Yishay Mansour, Elad Yom-Tov
Proceedings of the 26th International Conference on World Wide Web Companion | April 2017
Validation of New Signal Detection Methods for Web Query Log Data Compared to Signal Detection Algorithms Used With FAERS
Drug Safety | February 2017, Vol 40(5): pp. 399-408
The Effect of Limited Health Literacy on How Internet Users Learn About Diabetes
Elad Yom-Tov, Barbara Marino, Jenifer Pai, Dawn Harris, Michael Wolf
Journal of Health Communication | September 2016, pp. 1107-1114
The Effect of Limited Health Literacy on How Internet Users Learn About Diabetes
Journal of Health Communication | September 2016, Vol 21: pp. 1107-1114
Assessing the Impact of a Health Intervention via User-generated Internet Content
Vasileios Lampos, Elad Yom-Tov, Richard Pebody, Ingemar J. Cox
Data mining and knowledge discovery | September 2016
The quality of online answers to parents who suspect that their child has an Autism Spectrum Disorder
Ayelet Ben-Sasson, Dan Pelleg, Elad Yom-Tov
AAAI | May 2016
Differences in physical status, mental state and online behavior of people in pro-anorexia web communities
Elad Yom-Tov
Eating Behaviors | May 2016
Crowdsourced Health: How What You Do on the Internet Will Improve Medicine
Elad Yom-Tov
Crowdsourced Health: How What You Do on the Internet Will Improve Medicine
Published by MIT Press | March 2016
Ebola data from the Internet: An opportunity for syndromic surveillance or a news event?
Elad Yom-Tov
May 2015
Detection of Disease Outbreaks in Mass Gatherings Using Internet Data
Ingemar Cox, Elad Yom-Tov, Anne Johnson, Rachel A. McKendry
Health 2.0 | September 2013
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Detection of Infectious Disease Outbreaks in Search Engine Time Series Using Non-Specific Syndromic Surveillance with Effect-Size Filtering
Oded Ovadia, Oren Elisha, Elad Yom-Tov
April 2022
Using confidence and consensuality to predict time invested in problem solving and in real-life web searching
Rakefet Ackerman , IlanTorgovitsky, Elad Yom-Tov
Cognition | June 2020, Vol 199
Tracking COVID-19 Using Online Search
Vasileios Lampos, Simon Moura, Elad Yom-Tov, Michael Edelstein, Maimuna Majumder, Rachel A. McKendry, Ingemar J. Cox
April 2020
The Automated Copywriter: Algorithmic Rephrasing of Health-Related Advertisements to Improve their Performance
Brit Youngmann, Ran Gilad-Bachrach, Danny Karmon
TheWebConference | April 2020
Vaccine information seeking on social Q&A services
Aviv J. Sharon, Ayelet Baram-Tsabari, Elad Yom-Tov
Vaccine | March 2020
Multi-season analysis reveals the spatial structure of disease spread
Inbar Seroussi, Nir Levy, Elad Yom-Tov
Physica A | March 2020
Screening for Cancer Using a Learning Internet Advertising System
Elad Yom-Tov
ACM Transactions on Computing for Healthcare | March 2020, Vol 1(2)
Can internet search engine queries be used to diagnose diabetes? Analysis of archival search data
Elad Yom-Tov
Acta Diabetica | May 2019
Internet Searches for Medical Symptoms Before Seeking Information on 12-Step Addiction Treatment Programs: A Web-Search Log Analysis
Elad Yom-Tov
Journal of Medical Internet Research | May 2019
Symptoms Prompting Interest in Celiac Disease and the Gluten-Free Diet: Analysis of Internet Search Term Data
Elad Yom-Tov
Journal of Medical Internet Research | April 2019
Do Search Engine Helpline Notices Aid in Preventing Suicide? Analysis of Archival Data
Elad Yom-Tov
Journal of Medical Internet Research | March 2019
Demographic differences in search engine use with implications for cohort selection
Elad Yom-Tov
Information Retrieval Journal | January 2019
The Effect of Limited Health Literacy on How Internet Users Learn About Diabetes
Journal of Health Communication | September 2016, Vol 21: pp. 1107-1114
Assessing the Impact of a Health Intervention via User-generated Internet Content
Vasileios Lampos, Elad Yom-Tov, Richard Pebody, Ingemar J. Cox
Data mining and knowledge discovery | September 2016
The quality of online answers to parents who suspect that their child has an Autism Spectrum Disorder
Ayelet Ben-Sasson, Dan Pelleg, Elad Yom-Tov
AAAI | May 2016
Differences in physical status, mental state and online behavior of people in pro-anorexia web communities
Elad Yom-Tov
Eating Behaviors | May 2016
Crowdsourced Health: How What You Do on the Internet Will Improve Medicine
Elad Yom-Tov
Crowdsourced Health: How What You Do on the Internet Will Improve Medicine
Published by MIT Press | March 2016
Ebola data from the Internet: An opportunity for syndromic surveillance or a news event?
Elad Yom-Tov
May 2015
Information is in the eye of the beholder: Seeking information on the MMR vaccine through an Internet search engine
Elad Yom-Tov, Luis Fernandez-Luque
November 2014
Seeking Insights About Cycling Mood Disorders via Anonymized Search Logs
Elad Yom-Tov, Ryen W. White, Eric Horvitz
Journal of Medical Internet Research | February 2014
On the Link between Media Coverage of Anorexia and Pro-anorexic Practices on the Web
Elad Yom-Tov, danah boyd
International Journal of Eating Disorders | October 2013
When Overweight Is the Normal Weight: An Examination of Obesity Using a Social Media Internet Database
Meghan Kuebler, Elad Yom-Tov, Dan Pelleg, Rebecca M Puhl, Peter Muennig
PLoS One | September 2013
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Ethical Challenges and Opportunities Associated With the Ability to Perform Medical Screening From Interactions With Search Engines: Viewpoint
Elad Yom-Tov, Yuval Cherlow
Journal of Medical Internet Research | September 2020, Vol 22(9)
Analyzing Trends Of Loneliness Through Large-Scale Analysis Of Social Media Postings: Observational Study
Keren Mazuz, Elad Yom-Tov
JMIR Mental Health | April 2020, Vol 7(4)
On the Link between Media Coverage of Anorexia and Pro-anorexic Practices on the Web
Elad Yom-Tov, danah boyd
International Journal of Eating Disorders | October 2013
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Privacy, Altruism, and Experience: Estimating the Perceived Value of Internet Data for Medical Uses
Gilie Gefen, Moshe Tennenholtz, Omer Ben-Porat
Companion Proceedings of the Web Conference 2020 | April 2020
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Modeling infection methods of computer malware in the presence of vaccinations using epidemiological models: an analysis of real-world data
Elad Yom-Tov, Nir Levy, Amir Rubin
International Journal of Data Science and Analytics | June 2020
Publications by Type
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Intimate Partner Violence as Reflected in Internet Search Data
Brit Youngmann, Elad Yom-Tov
Social Science Computer Review | April 2022
Economics of attention: The gender-based bing communication study on depression
Yulin Hswen, Nguemdjo Ulrich, Elad Yom-Tov, BrunoVentelou
SSM - Population Health | March 2022
Providing early indication of regional anomalies in COVID-19 case counts in England using search engine queries
Elad Yom-Tov, Vasileios Lampos, Thomas Inns, Ingemar J. Cox, Michael Edelstein
Scientific Reports | February 2022
Covidseeker: A Geospatial Temporal Surveillance Tool
Yulin Hswen, Elad Yom-Tov, Vaidhy Murti, Nicholas Narsing, Siona Prasad, George W. Rutherford, Kirsten Bibbins-Domingo
International Journal of Environmental Research and Public Health | January 2022
Active syndromic surveillance of COVID-19 in Israel
Elad Yom-Tov
Scientific Reports | December 2021
REinforcement learning to improve non-adherence for diabetes treatments by Optimising Response and Customising Engagement (REINFORCE): study protocol of a pragmatic randomised trial
Julie C Lauffenburger, Elad Yom-Tov, Punam A Keller, Marie E McDonnell, Lily G Bessette, Constance P Fontanet, Ellen S Sears, Erin Kim, Kaitlin Hanken, J Joseph Buckley, Renee A Barlev, Nancy Haff, Niteesh K Choudhry
BMJ Open | December 2021
Collaboration between Government and Research Community to Respond to COVID-19: Israel’s Case
Mor Peleg, Amnon Reichmann, Sivan Shachar, Tamir Gadot, Meytal Avgil Tsadok, Maya Azaria, Orr Dunkelmann, Shiri Hassid, Daniella Partem, Maya Shmailov, Elad Yom-Tov, Roy Cohen
Journal of Open Innovation | September 2021
Analysis of a Vaping-Associated Lung Injury Outbreak through Participatory Surveillance and Archival Internet Data
Yulin Hswen, Elad Yom-Tov
International Journal of Environmental Research and Public Health | August 2021
Unique Internet Search Strategies of Individuals With Self-Stated Autism: Quantitative Analysis of Search Engine Users’ Investigative Behaviors
Eldad Yechiam, Elad Yom-Tov
Journal of Medical Internet Research | July 2021
Association of COVID19-induced anosmia and ageusia with depression and suicidal ideation
Elad Yom-Tov, DamienLekkas, Nicholas C.Jacobson
Journal of Affective Disorders Reports | July 2021
Preferences for mHealth Technology and Text Messaging Communication in Patients With Type 2 Diabetes: Qualitative Interview Study
Julie C Lauffenburger, Renee A Barlev, Ellen S Sears, Punam A Keller, Marie E McDonnell, Elad Yom-Tov, Constance P Fontanet, Kaitlin Hanken, Nancy Haff, Niteesh K Choudhry
Journal of Medical Internet Research | June 2021
Detecting Impending Stroke From Cognitive Traits Evident in Internet Searches: Analysis of Archival Data
Elad Yom-Tov
Journal of Medical Internet Research | May 2021, Vol 23(5)
Algorithmic copywriting: automated generation of health-related advertisements to improve their performance
Brit Youngmann, Elad Yom-Tov, Ran Gilad-Bachrach, Danny Karmon
Information Retrieval Journal | April 2021
Vaccine advertising: Preach to the converted or to the unaware?
Maria Krupenkin, Elad Yom-Tov, David Rothschild
DPJ Digital Medicine | February 2021, Vol 4
What on-line searches tell us about public interest and potential impact on behaviour in response to minimum unit pricing of alcohol in Scotland
David A. Leon, Elad Yom-Tov, Ann M. Johnson, Mark Petticrew, Mark Petticrew, Vasileios Lampos, Ingemar J. Cox
Addiction | January 2021
Ethical Challenges and Opportunities Associated With the Ability to Perform Medical Screening From Interactions With Search Engines: Viewpoint
Elad Yom-Tov, Yuval Cherlow
Journal of Medical Internet Research | September 2020, Vol 22(9)
Real-World Evidence on the Effect of Missing an Oral Contraceptive Dose: Analysis of Internet Search Engine Queries
Irit Hochberg, Sharon Orshalimy, Elad Yom-Tov
Journal of Medical Internet Research | September 2020, Vol 22(9)
Internet search engine queries on abortion and miscarriage peak after a query on missing a dose of oral contraceptive
Irit Hochberg, Elad Yom-Tov
22nd European Congress of Endocrinology | September 2020
Modeling infection methods of computer malware in the presence of vaccinations using epidemiological models: an analysis of real-world data
Elad Yom-Tov, Nir Levy, Amir Rubin
International Journal of Data Science and Analytics | June 2020
Using confidence and consensuality to predict time invested in problem solving and in real-life web searching
Rakefet Ackerman , IlanTorgovitsky, Elad Yom-Tov
Cognition | June 2020, Vol 199
“If I was to post something, it would be too vulnerable:” University students and mental health disclosures on instagram
Alexandra Budenz, Ann Klassen, Jonathan Purtle, Michael Yudell, Philip Massey
Journal of American College Health | May 2020
Analyzing Trends Of Loneliness Through Large-Scale Analysis Of Social Media Postings: Observational Study
Keren Mazuz, Elad Yom-Tov
JMIR Mental Health | April 2020, Vol 7(4)
Vaccine information seeking on social Q&A services
Aviv J. Sharon, Ayelet Baram-Tsabari, Elad Yom-Tov
Vaccine | March 2020
Multi-season analysis reveals the spatial structure of disease spread
Inbar Seroussi, Nir Levy, Elad Yom-Tov
Physica A | March 2020
Screening for Cancer Using a Learning Internet Advertising System
Elad Yom-Tov
ACM Transactions on Computing for Healthcare | March 2020, Vol 1(2)
Assessment of the Frequency of Online Searches for Symptoms Before Diagnosis: Analysis of Archival Data
Irit Hochberg, Raviv Allon, Elad Yom-Tov
Journal of Medical Internet Research | March 2020, Vol 22(3)
Mental illness and bipolar disorder on Twitter: implications for stigma and social support
Alexandra Budenz, Ann Klassen, Jonathan Purtle, Elad Yom-Tov, Michael Yudell, Philip Massey
Journal of Mental Health | November 2019
Concerns of Female Adolescents About Menarche and First Sexual Intercourse: Mixed Methods Analysis of Social Media Questions
Elad Yom-Tov
JMIR Pediatrics and Parenting | June 2019
Can internet search engine queries be used to diagnose diabetes? Analysis of archival search data
Elad Yom-Tov
Acta Diabetica | May 2019
Internet Searches for Medical Symptoms Before Seeking Information on 12-Step Addiction Treatment Programs: A Web-Search Log Analysis
Elad Yom-Tov
Journal of Medical Internet Research | May 2019
Symptoms Prompting Interest in Celiac Disease and the Gluten-Free Diet: Analysis of Internet Search Term Data
Elad Yom-Tov
Journal of Medical Internet Research | April 2019
Do Search Engine Helpline Notices Aid in Preventing Suicide? Analysis of Archival Data
Elad Yom-Tov
Journal of Medical Internet Research | March 2019
Demographic differences in search engine use with implications for cohort selection
Elad Yom-Tov
Information Retrieval Journal | January 2019
Modeling influenza-like illnesses through composite compartmental models
Nir Levy, Michael Iv, Elad Yom-Tov
Physica A | December 2018, Vol 494: pp. 288-293
The Impact of Delay Announcements on Hospital Network Coordination and Waiting Times
Jing Dong, Galit Yom-Tov, Elad Yom-Tov
Management Science | July 2018
The effectiveness of public health advertisements to promote health: a randomized-controlled trial on 794,000 participants
Elad Yom-Tov, Jinia Shembekar, Sarah Barclay, Peter Muennig
NPJ Digital Medicine | June 2018
Risk Assessment for Parents Who Suspect Their Child Has Autism Spectrum Disorder: Machine Learning Approach
Ayelet Ben-Sasson, Diana L Robins, Elad Yom-Tov
Journal of Medical Internet Research | April 2018
Respiratory syncytial virus tracking using internet search engine data
Eyal Oren, Justin Frere, Eran Yom-Tov, Elad Yom-Tov
BMC Public Health | April 2018
What Drives Health Professionals to Tweet About #HPVvaccine? Identifying Strategies for Effective Communication
Philip Massey, Alex Budnez, Amy Leader, Kara Fisher, Ann C. Klassen, Elad Yom-Tov
Preventing Chronic Disease | February 2018
Inducing Behavioral Change in Seekers of Pro-Anorexia Content Using Internet Advertisements: Randomized Controlled Trial
Elad Yom-Tov, Anat Brunstein-Klomek, Or Mandel, Arie Hadas, Silvana Fennig
JMIR Mental Health | February 2018
Predicting user adherence to behavioral eHealth interventions in the real world: examining which aspects of intervention design matter most
Amit Baumel, Elad Yom-Tov
Translational Behavioral Medicine | February 2018
Evidence From Web-Based Dietary Search Patterns to the Role of B12 Deficiency in Non-Specific Chronic Pain: A Large-Scale Observational Study
Eitan Giat, Elad Yom-Tov
Journal of Medical Internet Research | January 2018
Estimating the Population Impact of a New Pediatric Influenza Vaccination Program in England Using Social Media Content
Moritz Wagner, Vasileios Lampos, Elad Yom-Tov, Richard Pebody, Ingemar J Cox
Journal of Medical Internet Research | December 2017
Adverse Reactions Associated With Cannabis Consumption as Evident From Search Engine Queries
Elad Yom-Tov
JMIR Public Health and Surveillance | October 2017, Vol 3(4): pp. e77
Hispanic Use of Alternative Medicine as Demonstrated in Internet Searches
Elad Yom-Tov, William F. Strong, Lupita Rodriguez Strong
Health Behavior Policy Review | September 2017, Vol 4: pp. 503-510
Predicting Drug Recalls from Internet Search Engine Queries
Elad Yom-Tov
Journal of Translational Engineering in Health and Medicine | August 2017, Vol 5: pp. 1-6
Opinion leadership in small groups
Sarit Moldovan, Eitan Muller, Yossi Richter, Elad Yom-Tov
International Journal of Research in Marketing | June 2017
Validation of New Signal Detection Methods for Web Query Log Data Compared to Signal Detection Algorithms Used With FAERS
Susan Colila, Elad Yom-Tov, Ling Zhang, Marie-Laure Kurzinger, Stephanie Tcherny-Lessenot, Catherine Penfornis, Shang Jen, Danny S. Gonzalez, Patrick Caubel, Susan Welsh, Juhaeri Juhaeri
Drug Safety | May 2017
Seeking Web-Based Information About Attention Deficit Hyperactivity Disorder: Where, What, and When
Sara Rosenblum, Elad Yom-Tov
Journal of Medical Internet Research | April 2017, Vol 19: pp. e126
Validation of New Signal Detection Methods for Web Query Log Data Compared to Signal Detection Algorithms Used With FAERS
Drug Safety | February 2017, Vol 40(5): pp. 399-408
The Effect of Limited Health Literacy on How Internet Users Learn About Diabetes
Elad Yom-Tov, Barbara Marino, Jenifer Pai, Dawn Harris, Michael Wolf
Journal of Health Communication | September 2016, pp. 1107-1114
The Effect of Limited Health Literacy on How Internet Users Learn About Diabetes
Journal of Health Communication | September 2016, Vol 21: pp. 1107-1114
Assessing the Impact of a Health Intervention via User-generated Internet Content
Vasileios Lampos, Elad Yom-Tov, Richard Pebody, Ingemar J. Cox
Data mining and knowledge discovery | September 2016
Differences in physical status, mental state and online behavior of people in pro-anorexia web communities
Elad Yom-Tov
Eating Behaviors | May 2016
Seeking Insights About Cycling Mood Disorders via Anonymized Search Logs
Elad Yom-Tov, Ryen W. White, Eric Horvitz
Journal of Medical Internet Research | February 2014
On the Link between Media Coverage of Anorexia and Pro-anorexic Practices on the Web
Elad Yom-Tov, danah boyd
International Journal of Eating Disorders | October 2013
When Overweight Is the Normal Weight: An Examination of Obesity Using a Social Media Internet Database
Meghan Kuebler, Elad Yom-Tov, Dan Pelleg, Rebecca M Puhl, Peter Muennig
PLoS One | September 2013
-
Detection of Infectious Disease Outbreaks in Search Engine Time Series Using Non-Specific Syndromic Surveillance with Effect-Size Filtering
Oded Ovadia, Oren Elisha, Elad Yom-Tov
April 2022
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Initial growth rates of epidemics fail to predict their reach: A lesson from large scale malware spread analysis
Lev Muchnik, Elad Yom-Tov, Nir Levy, Amir Rubin, Yoram Louzoun
August 2020
Tracking COVID-19 Using Online Search
Vasileios Lampos, Simon Moura, Elad Yom-Tov, Michael Edelstein, Maimuna Majumder, Rachel A. McKendry, Ingemar J. Cox
April 2020
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Bounding the fairness and accuracy of classifiers from population statistics
Sivan Sabato, Elad Yom-Tov
ICML 2020 | July 2020
Privacy, Altruism, and Experience: Estimating the Perceived Value of Internet Data for Medical Uses
Gilie Gefen, Moshe Tennenholtz, Omer Ben-Porat
Companion Proceedings of the Web Conference 2020 | April 2020
The Automated Copywriter: Algorithmic Rephrasing of Health-Related Advertisements to Improve their Performance
Brit Youngmann, Ran Gilad-Bachrach, Danny Karmon
TheWebConference | April 2020
Characterizing Efficient Referrals in Social Networks
Reut Apel, Elad Yom-Tov, Moshe Tennenholtz
WWW | April 2018
Anxiety and Information Seeking: Evidence From Large-Scale Mouse Tracking
Brit Youngmann, Elad Yom-Tov
WWW | April 2018
Discriminative Learning of Prediction Intervals
Nir Rosenfeld, Yishay Mansour, Elad Yom-Tov
AISTATS | April 2018
The Werther Effect revisited: Measuring the effect of news items on user behavior
Elad Yom-Tov, Shira H. Fischer, Elad Yom-Tov
7th Temporal Web Analytics Workshop (TempWeb 2017) | April 2017
Inferring Individual Attributes from Search Engine Queries and Auxiliary Information
Proceedings of the 26th International Conference on World Wide Web (WWW 2017) | April 2017
Predicting Counterfactuals from Large Historical Data and Small Randomized Trials
Nir Rosenfeld, Yishay Mansour, Elad Yom-Tov
Proceedings of the 26th International Conference on World Wide Web Companion | April 2017
The quality of online answers to parents who suspect that their child has an Autism Spectrum Disorder
Ayelet Ben-Sasson, Dan Pelleg, Elad Yom-Tov
AAAI | May 2016
Ebola data from the Internet: An opportunity for syndromic surveillance or a news event?
Elad Yom-Tov
May 2015
Information is in the eye of the beholder: Seeking information on the MMR vaccine through an Internet search engine
Elad Yom-Tov, Luis Fernandez-Luque
November 2014
Detection of Disease Outbreaks in Mass Gatherings Using Internet Data
Ingemar Cox, Elad Yom-Tov, Anne Johnson, Rachel A. McKendry
Health 2.0 | September 2013
-
Crowdsourced Health: How What You Do on the Internet Will Improve Medicine
Elad Yom-Tov
Crowdsourced Health: How What You Do on the Internet Will Improve Medicine
Published by MIT Press | March 2016
People
Lev Muchnik
Visiting Researcher
Hebrew University
Sivan Sabato
Visiting Researcher
Ben Gurion University