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Google COVID-19 Search Trends Symptoms Dataset: Anonymization Process Description (version 1.0) [article]

Shailesh Bavadekar, Andrew Dai, John Davis, Damien Desfontaines, Ilya Eckstein, Katie Everett, Alex Fabrikant, Gerardo Flores, Evgeniy Gabrilovich, Krishna Gadepalli, Shane Glass, Rayman Huang (+18 others)
2020 arXiv   pre-print
This report describes the aggregation and anonymization process applied to the initial version of COVID-19 Search Trends symptoms dataset (published at on September  ...  2, 2020), a publicly available dataset that shows aggregated, anonymized trends in Google searches for symptoms (and some related topics).  ...  Introduction The COVID-19 Search Trends symptoms dataset is a publicly available dataset that shows aggregated, anonymized trends in Google searches for symptoms (and some related topics).  ... 
arXiv:2009.01265v1 fatcat:tmvwfvrcazeh5kiuvjvmpaejze

Dietary Supplements during COVID-19 Outbreak. Results of Google Trends Analysis Supported by PLifeCOVID-19 Online Studies

Jadwiga Hamulka, Marta Jeruszka-Bielak, Magdalena Górnicka, Małgorzata E. Drywień, Monika A. Zielinska-Pukos
2020 Nutrients  
We investigated DSs phenomenon in 2020 through (1) exploration of Google searches worldwide and in Poland (with Google Trends (GT) tool), and (2) analyses of results of PLifeCOVID-19 Online Studies conducted  ...  Respondents tended to start supplementation during the first COVID-19 wave rather than the second one.  ...  Google Trends Data Acquisition In this paper, we used data obtained within the online tool Google Trend (GT [19] ).  ... 
doi:10.3390/nu13010054 pmid:33375422 fatcat:lkdkxntclbbvpn4iefapzfgfeu

Cross-sectional telephone surveys as a tool to study epidemiological factors and monitor seasonal influenza activity in Malta

V. Marmara, D. Marmara, P. McMenemy, A. Kleczkowski
2021 BMC Public Health  
statistics provided by GPs and Google Trends.  ...  The comparison with Google Trends suggests that the online searches peak at about the same time as the maximum extent of the epidemic, but the public interest declines and returns to background level.  ...  Google trends Google Trends provides data that represent the search interest relative to the highest point on the chart for the given region and time.  ... 
doi:10.1186/s12889-021-11862-x pmid:34627201 fatcat:jb6rhv57src55hofkhf7qrbyny

A protocol to assess the risk of dementia among patients with coronary artery diseases using CAIDE score

Fardina Rahman Omi, Lingkan Barua, Palash Chandra Banik, Mithila Faruque
2021 F1000Research  
In addition, a descriptive statistical and inferential analysis will also be performed to determine the key contributing risk factors linked to the development of dementia.  ...  A search on App Store and Google Play does not show that such an App currently exists.  ...  A search on App Store and Google Play does not show that such an App currently exists.  ... 
doi:10.12688/f1000research.25388.2 fatcat:etbnw6nzyjhqpchent6bgwhpgy

Interest in meta-research in geriatric medicine: a survey of members of the European Geriatric Medicine Society

Nicola Veronese, Gabriel Torbahn, Jacopo Demurtas, Charlotte Beaudart, Pinar Soysal, Alessandra Marengoni, Susan D. Shenkin, Mirko Petrovic, Cornel C. Sieber, Antonio Cherubini, Lee Smith, Stefania Maggi
2020 European Geriatric Medicine  
Abstract # 72 Older patients' perspectives and experience of hospitalization during the COVID-19 pandemic-a qualitative explorative study Introduction: Geriatric nutritional risk index (GNRI) is an easy-applied  ...  Results: At the end of the translation process, a preliminary version of the Social Isolation Scale -PT (14 items) was obtained. After the first round, six items showed a CVI \0.8.  ...  Methods: We provide a description of the Trace COVID-19 platform and its function.  ... 
doi:10.1007/s41999-020-00369-0 pmid:32705627 fatcat:6xcuvbser5deddrbv6qmgup6ea

2021 Western Medical Research Conference

2020 Journal of Investigative Medicine  
Descriptive statistics are provided for the first year of an ongoing natural history study.  ...  . 17/28 (60.7%) had a history of epilepsy, with mean seizure onset at 37 months (interquartile range 5-60 months, range 2 months to 19 years).  ...  Of 31 patients, 24 (77%) showed mild to moderate respiratory symptoms, and 4 patients presented with neurological symptoms but no other COVID-19 related symptoms.  ... 
doi:10.1136/jim-2021-wrmc fatcat:ec52pfr2efgafb665m2czugyqy

Abstracts From the 2021 Health Care Systems Research Network Annual Conference

2021 Journal of Patient-Centered Research and Reviews  
The Health Care Systems Research Network (HCSRN) is comprised of 19 not-forprofit health systems with embedded research departments.  ...  The distributions for each outcome within each risk behavior were examined to assess whether a trend existed.  ...  We used a structured Google search to identify grey literature.  ... 
doi:10.17294/2330-0698.1882 pmid:34541021 pmcid:PMC8415292 fatcat:qld7pvpbfrde5komlkp7ikimcm

Abstracts from the 6th international conference on prevention & infection control (ICPIC 2021)

2021 Antimicrobial Resistance and Infection Control  
with COVID-19 symptoms at admission, whereas 101 (15.6%) SARS-CoV-2 individuals did not show any COVID-19 symptoms.  ...  Methods: The dataset used in this study consists of 226,777 suspected cases of Covid-19 with known PCR results (145,752 positive and 81,025 negative), with one or more clinical symptoms including fever  ...  Objectives: We aimed to investigate trends in COVID-19 related mortality over time in Switzerland, using data from the COVID-19 Hospitalbased Surveillance (CH-SUR) database.  ... 
doi:10.1186/s13756-021-00974-z fatcat:uk252elhrbepnotlhlivijjkci

CAEP/ACMU 2021 Scientific Abstracts

2021 CJEM: Canadian Journal of Emergency Medical Care  
As a result, many COVID-19 patients are left without follow up after diagnosis resulting in frequent ED visits for COVID-19 related symptoms.  ...  This trend was independent of CEDIS complaint description.  ...  Methods: High-fidelity simulations were performed in the two EDs using the same institutional COVID-19 ETI protocols.  ... 
doi:10.1007/s43678-021-00138-3 pmid:34097290 pmcid:PMC8182345 fatcat:caoboncyirb67oby6ncmaj5ij4

ARA Abstracts

2021 Internal medicine journal (Print)  
This study compared the effectiveness of flat flexible to stable supportive shoes for knee OA symptoms.  ...  Aim: Experts advise stable supportive shoes for knee osteoarthritis (OA) however evidence suggests flat flexible shoes may reduce knee joint loading and symptoms.  ...  Aim: This study aimed to assess internet search trends for fibromyalgia and its symptoms relative to case numbers during the COVID-19 pandemic.  ... 
doi:10.1111/imj.15302 pmid:34003547 fatcat:netouyxplraylcbyj5p5vjsnte

Zoomshock: The Geography and Local Labour Market Consequences of Working from Home

Gianni De Fraja, Jesse Matheson, James Charles Rockey
2020 Social Science Research Network  
We discuss the implications for aggregate employment and local economic recovery following the Covid-19 pandemic.  ...  The Covid-19 health crisis has led to a substantial increase in work done from home, which shifts economic activity across geographic space. We refer to this shift as a 'Zoomshock'.  ...  of anyone showing COVID-19 symptoms 3: Open public testing (e.g.  ... 
doi:10.2139/ssrn.3752977 fatcat:uomtpsb3uzbs5k4kfqrqsewx3m

Abstracts for MASCC/ISOO Annual Meeting 2021

2021 Supportive Care in Cancer  
Introduction The PI3K/Akt/mTOR signaling is over-activated in cancers with Akt being pivotal for multiples processes in tumorigenesis.  ...  Introduction The COVID-19 pandemic has added a layer of complexity to individuals with cancer at high risk for symptom burden.  ...  Perceived severity of and perceived susceptibility to COVID-19 were not significant; neither were perceived barriers to COVID-19 preventive behaviors.  ... 
doi:10.1007/s00520-021-06285-8 pmid:34129083 fatcat:yj22atrhozbonmeghymimpaiji

Association between obesity and mental disorders among male secondary school students in Abha, Kingdom of Saudi Arabia: A Predictor based Cross-Sectional Study

Mubarak M.A Alshahrani, Mohammed A. Alsaleem, Safar A. Alsaleem, Mohammed Al-Masoud, Eman M. Alshahrani, Abdulrahman M. Alshahrani, Khalid M. Alshehri, Suliman A. Asiri, Ahmed M Asiri, Ahmed A. Asiri, Ahmed H. Alabdali
2021 World Family Medicine Journal /Middle East Journal of Family Medicine  
The standardized Arabic version of Depression Anxiety Stress Scale (DASS-21) was used by the researchers for determining prevalence and levels of depression, anxiety and stress symptoms among participants  ...  Overweight and obesity are associated with symptoms of depression, anxiety and stress.  ...  of covid-19.  ... 
doi:10.5742/mewfm.2021.93983 fatcat:hmmff3yo3bc5zgaegpuav7ypg4

CPNP 2021 Annual Meeting Poster Abstracts

2021 Mental Health Clinician  
Evaluating the incidence of neutropenia during the COVID-19 override process may have implications in supporting future extended laboratory monitoring.  ...  Methods: A systematic search of literature published from April 1, 2019 to December 31, 2020 will be conducted using PubMed due to its linear and systematic search process.  ...  than prior to COVID-19.  ... 
doi:10.9740/mhc.2021.03.075 fatcat:f4no7te6yveffornetadz6trbq

27th Annual Conference of the International Society for Quality of Life Research

2020 Quality of Life Research  
Secondary outcomes: cost-effectiveness, clinical process measures (admissions/ chemotherapy delivery), patient self-efficacy(6-item Self-Efficacy Scale) and global QOL(FACT-G).  ...  Aims: eRAPID is an online eHealth system for patients to report symptoms during cancer treatment.  ...  Methods: Two online database searches (PubMed and Google Scholar) were conducted.  ... 
doi:10.1007/s11136-020-02626-y pmid:33068237 fatcat:nhcifgmpwzcbbnjc6nnjburb5i
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