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The 2011–2020 Trends of Data-Driven Approaches in Medical Informatics for Active Pharmacovigilance

Hyunah Shin, Jaehun Cha, Chungchun Lee, Hyejin Song, Hyuntae Jeong, Jong-Yeup Kim, Suehyun Lee
2021 Applied Sciences  
We used PubMed to collect papers on pharmacovigilance published over the past 10 years, and analyzed a total of 40 significant papers to determine the characteristics of the databases and data analysis  ...  We found that appropriate methods and guidelines for active pharmacovigilance using medical big data are still required and should continue to be developed.  ...  Introduction Pharmacovigilance is the pharmacological science pertaining to the collection, detection, assessment, monitoring, and prevention of adverse events related to drug safety issues [1] .  ... 
doi:10.3390/app11052249 fatcat:qg3wphamc5hwpm75ilmlclq66a

Biostatistical and medical statistics graduate education

Michael B Brimacombe
2014 BMC Medical Education  
The need for medical researchers to employ a wide variety of statistical designs in clinical, genetic, basic science and translational settings justifies the ongoing integration of biostatistical training  ...  The development of graduate education in biostatistics and medical statistics is discussed in the context of training within a medical center setting.  ...  There is also the related issue of being available to train medical students and clinical researchers in a variety of statistical approaches.  ... 
doi:10.1186/1472-6920-14-18 pmid:24472088 pmcid:PMC3907662 fatcat:w7paomy44net5m4ss456jhto3q

Evaluation of the Cwm Taf University Health Board Domiciliary Medicines Use Review (Dom-MUR) Service

Efi Mantzourani
2017 Global Journal of Pharmacy & Pharmaceutical Sciences  
BNF classification of medication Of the total issues, 65.79% (n=250) had at least one named medication related. Some issues had multiple medications named.  ...  Cardiovascular and respiratory medications were most commonly related to issues. Antiplatelet drugs and statins were the most common cardiovascular medications.  ... 
doi:10.19080/gjpps.2017.01.555567 fatcat:ghnhcaoe7nhybezqmif7kgsjnm

Validation of a common data model for active safety surveillance research

J Marc Overhage, Patrick B Ryan, Christian G Reich, Abraham G Hartzema, Paul E Stang
2012 JAMIA Journal of the American Medical Informatics Association  
Before beginning to use the Observational Medical Outcomes Partnership (OMOP) CDM and a related dictionary of standardized terminologies for a study of large-scale systematic active safety surveillance  ...  Validation by example To validate the OMOP CDM, the model was instantiated into a relational database, data from 10 different observational healthcare databases were loaded into separate instances, a comprehensive  ...  Also, there were a myriad of issues related to mapping local terminologies to the standardized terminologies.  ... 
doi:10.1136/amiajnl-2011-000376 pmid:22037893 pmcid:PMC3240764 fatcat:blz6g3mltzczfen4ssarcz5a24

ISSUES OF GEOGRAPHIC INFORMATION SYSTEMS AND THEMATIC MAPPING APPLICATION TO ANALYSIS OF EPIDEMIOLOGICAL SITUATION IN LARGE CITIES

I. Kuznetsov, E. Panidi, P. Kikin, A. Kolesnikov, V. Korovka, V. Galkin
2021 The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences  
The paper we summarizes and discusses experience of medical statistics data processing and mapping, gained in 2019–2020 in the frames of study devoted to the tuberculosis infection mapping.  ...  The overall structure of elaborated GIS is covered also with respect to the detected research issues.  ...  All database records related to administrative districts through the geocoded postal address and equipped with time marks marking a period of infection case observation.  ... 
doi:10.5194/isprs-archives-xliii-b4-2021-287-2021 fatcat:wn7ykf23m5cgjpvqkgrzbcqg6y

Socioeconomic resources in medicine: review of the literature

T Austin
1984 Bulletin of the Medical Library Association  
In this era of intense competition in medicine, it is essential for health sciences librarians to keep abreast of the new and varied socioeconomic influences in the medical environment.  ...  A list of socioeconomic resources is provided to help meet this objective. A citation analysis of the Socioeconomic Bibliographic Information (SIB) database was used as a selection criterion.  ...  Includes "DataGram" section which provides sta- tistical information on issues relating to medical education. Lancet. 1823: Lancet, Ltd. Weekly. $65. Indexed: vices.  ... 
pmid:6378285 pmcid:PMC227456 fatcat:drk2ys73n5d4vfqkt5d4j3sqpu

Multi Object and Dynamic Query Based CBIR System using DCT Incorporated with HOG and HTF

2019 VOLUME-8 ISSUE-10, AUGUST 2019, REGULAR ISSUE  
At this juncture, Discrete Curvelet Transform with the incorporation of HOG and HTF based approach is proposed to handle commercial image, medical images and types of multi model images.  ...  This proposed approach mainly focuses on extracting scaled features for finding correlation among the query and database images.  ...  The minimum number of statistical feature vectors is 7500 for database images.  ... 
doi:10.35940/ijitee.b1134.1292s319 fatcat:j3nwxlyslngpdmk744kg2kk5o4

Research on Medical Big Data Application Model Based on Data Separation

Hai-feng LI, Hong-rui SUN
2020 DEStech Transactions on Engineering and Technology Research  
At present, big data development now going all walks of life, in order to better carry out medical research and so on, the medical industry select development of healthcare big data, but the data are still  ...  This paper proposes a new way of thinking: data separation storage method, by the user's information data into information data block medical data and personal information data blocks, try a way to solve  ...  of data scale, traditional relational databases cannot meet the needs of large data storage, but rely more on distributed databases and non-relational databases.  ... 
doi:10.12783/dtetr/acaai2020/34209 fatcat:hwv6rbi2fzhgzahw6w2c3bdf24

The Application and Future of Big Database Studies in Cardiology: A Single-Center Experience

Kuang-Tso Lee, Ai-Ling Hour, Ben-Chang Shia, Pao-Hsien Chu
2017 Acta Cardiologica Sinica  
Important information regarding certain issues such as rare cardiovascular diseases, women's heart health, post-marketing analysis of different medications, or a combination of clinical and regional cardiac  ...  features could be obtained by the use of rigorous statistical methods.  ...  In recent years, many different methods have been developed to analyze different kinds of medical databases.  ... 
doi:10.6515/acs20170331b pmid:29167609 pmcid:PMC5694920 fatcat:kgtav4w3rzeehoibnjwekshhku

Applying data mining techniques to determine important parameters in chronic kidney disease and the relations of these parameters to each other

Shahram Tahmasebian, Marjan Ghazisaeedi, Mostafa Langarizadeh, Mehrshad Mokhtaran, Mitra Mahdavi-Mazdeh, Parisa Javadian
2016 Journal of Renal Injury Prevention  
Acknowledgments We would like to thank Dr.  ...  Ethical considerations Ethical issues (including plagiarism, data fabrication, double publication) have been completely observed by the authors.  ...  To consider ethical issues in this research, all information fields related to patient identification were removed from the database before data mining process.  ... 
doi:10.15171/jrip.2017.16 pmid:28497080 pmcid:PMC5423289 fatcat:jpofbjodkjhelbnxz2ixjhgaoa

A Comparative Study of The Regular Pattern of Syndrome and Treatment of Lung-intestine Related Diseases in Ancient and Modern Medical Cases Based on Data Mining

Fang-Fang Mo, Le-Peng Wang, Si-Hua Gao
2016 World Journal of Traditional Chinese Medicine  
Method: Based on the ancient and modern medical cases database, 245 ancient medical records and 373 modern medical records were studied with the general statistical description and analysis of association  ...  rules, and the results were compared to summarize the similarities and differences of the regular pattern of syndrome and treatment on lung-large intestine related diseases in ancient and modern medical  ...  245 ancient medical records Modern medical cases database Ancient medical cases database Association rules Stistical description Association rules Statistical description Table 1  ... 
doi:10.15806/j.issn.2311-8571.2015.0033 fatcat:zoas4okphnf7nllgmm2pzyvp6e

Three-Dimensional Healthcare Model for Effective Decision Making

2019 VOLUME-8 ISSUE-10, AUGUST 2019, REGULAR ISSUE  
The proposed healthcare model will capable to take effective decisions for health related issues specially for people of rural India.  ...  Healthcare is the right of every human being but shortage of medical professional, healthcare institutions and use of modern information technology, it is not possible to provide high-quality healthcare  ...  The healthcare database store health related data which include patients basic information and their health related issues.  ... 
doi:10.35940/ijitee.a4241.119119 fatcat:kkdsuso7ubh6tksxwrnbdzlsku

Price Elasticity And Medication Use: Cost-Sharing In Multiple Chronic Conditions

J. Gatwood, T.B. Gibson, M. Chernew, A. Farr, E. Vogtmann, M. Fendrick
2013 Value in Health  
Studies of the general public most commonly identified issues related to medical mistrust (n=5), education (n=5) and operations (n=5).  ...  Clinical (n=11) and educational (n=11) issues related to PG testing were recognized as frequent among the providers.  ...  Basic statistical methods were employed to determine how average annual growth rates within each segment relate to other variables being considered.  ... 
doi:10.1016/j.jval.2013.03.1243 fatcat:pe6vz3y7e5hdxaw3ga2ti2anvq

Different Stakeholder Perspectives On Pharmacogenomic Testing

H. Patel, I. Ursan, P. Zueger, A.S. Pickard
2013 Value in Health  
Studies of the general public most commonly identified issues related to medical mistrust (n=5), education (n=5) and operations (n=5).  ...  Clinical (n=11) and educational (n=11) issues related to PG testing were recognized as frequent among the providers.  ...  Basic statistical methods were employed to determine how average annual growth rates within each segment relate to other variables being considered.  ... 
doi:10.1016/j.jval.2013.03.1241 fatcat:e5vjrptstncbxjamk2aqkeohvy

An Analysis Of The Relationship Between Growth In Patient Cost Sharing Due To Benefit Design Shifts And Diagnostic Pricing And Spending

J. Abraham, S. Garfield, K. Sulham
2013 Value in Health  
Studies of the general public most commonly identified issues related to medical mistrust (n=5), education (n=5) and operations (n=5).  ...  Clinical (n=11) and educational (n=11) issues related to PG testing were recognized as frequent among the providers.  ...  Basic statistical methods were employed to determine how average annual growth rates within each segment relate to other variables being considered.  ... 
doi:10.1016/j.jval.2013.03.1244 fatcat:ggm2oerk75gsdjuqb4aej76hbu
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