 Data Mining
"Data Mining" is a descriptor in the National Library of Medicine's controlled vocabulary thesaurus,
MeSH (Medical Subject Headings). Descriptors are arranged in a hierarchical structure,
which enables searching at various levels of specificity.
Use of sophisticated analysis tools to sort through, organize, examine, and combine large sets of information.
| Descriptor ID |
D057225
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| MeSH Number(s) |
L01.470.625 L01.700.508.280.199
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| Concept/Terms |
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Below are MeSH descriptors whose meaning is more general than "Data Mining".
Below are MeSH descriptors whose meaning is more specific than "Data Mining".
This graph shows the total number of publications written about "Data Mining" by people in UAMS Profiles by year, and whether "Data Mining" was a major or minor topic of these publications.
To see the data from this visualization as text, click here.
| Year | Major Topic | Minor Topic | Total |
|---|
| 2021 | 2 | 0 | 2 | | 2020 | 1 | 1 | 2 | | 2019 | 1 | 0 | 1 | | 2018 | 0 | 3 | 3 | | 2017 | 3 | 2 | 5 | | 2016 | 2 | 0 | 2 | | 2015 | 4 | 1 | 5 | | 2014 | 1 | 1 | 2 | | 2013 | 3 | 1 | 4 | | 2012 | 1 | 0 | 1 | | 2011 | 1 | 0 | 1 | | 2010 | 1 | 0 | 1 |
To return to the timeline, click here.
Below are the most recent publications written about "Data Mining" by people in Profiles over the past ten years.
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Hoang L, Boyce RD, Bosch N, Stottlemyer B, Brochhausen M, Schneider J. Automatically classifying the evidence type of drug-drug interaction research papers as a step toward computer supported evidence curation. AMIA Annu Symp Proc. 2020; 2020:554-563.
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Tong J, Chen Z, Duan R, Lo-Ciganic WH, Lyu T, Tao C, Merkel PA, Kranzler HR, Bian J, Chen Y. Identifying Clinical Risk Factors for Opioid Use Disorder using a Distributed Algorithm to Combine Real-World Data from a Large Clinical Data Research Network. AMIA Annu Symp Proc. 2020; 2020:1220-1229.
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Yang X, Bian J, Hogan WR, Wu Y. Clinical concept extraction using transformers. J Am Med Inform Assoc. 2020 12 09; 27(12):1935-1942.
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Barnette DA, Schleiff MA, Datta A, Flynn N, Swamidass SJ, Miller GP. Meloxicam methyl group determines enzyme specificity for thiazole bioactivation compared to sudoxicam. Toxicol Lett. 2021 Mar 01; 338:10-20.
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Nordo A, Eisenstein EL, Garza M, Hammond WE, Zozus MN. Evaluative Outcomes in Direct Extraction and Use of EHR Data in Clinical Trials. Stud Health Technol Inform. 2019; 257:333-340.
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Penning M, Gadde M, Zozus M. A Qualitative Evidence Synthesis of Adverse Event Detection Methodologies. Stud Health Technol Inform. 2019; 257:346-351.
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Fitzpatrick T, Perrier L, Shakik S, Cairncross Z, Tricco AC, Lix L, Zwarenstein M, Rosella L, Henry D. Assessment of Long-term Follow-up of Randomized Trial Participants by Linkage to Routinely Collected Data: A Scoping Review and Analysis. JAMA Netw Open. 2018 12 07; 1(8):e186019.
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Elias KM, Tsantoulis P, Tille JC, Vitonis A, Doyle LA, Hornick JL, Kaya G, Barnes L, Cramer DW, Puppa G, Stuckelberger S, Hooda J, Dietrich PY, Goggins M, Kerr CL, Birrer M, Hirsch MS, Drapkin R, Labidi-Galy SI. Primordial germ cells as a potential shared cell of origin for mucinous cystic neoplasms of the pancreas and mucinous ovarian tumors. J Pathol. 2018 12; 246(4):459-469.
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Gonzalez-Jimenez A, McEuen K, Chen M, Suzuki A, Robles-Diaz M, Medina-Caliz I, Bessone F, Hernandez N, Arrese M, Parana R, Lucena MI, Stephens C, Andrade RJ. The influence of drug properties and host factors on delayed onset of symptoms in drug-induced liver injury. Liver Int. 2019 02; 39(2):401-410.
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Chen Y, Kho AN, Liebovitz D, Ivory C, Osmundson S, Bian J, Malin BA. Learning bundled care opportunities from electronic medical records. J Biomed Inform. 2018 01; 77:1-10.
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He Z, Tao C, Bian J, Dumontier M, Hogan WR. Semantics-Powered Healthcare Engineering and Data Analytics. J Healthc Eng. 2017; 2017:7983473.
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He Z, Chen Z, Oh S, Hou J, Bian J. Enriching consumer health vocabulary through mining a social Q&A site: A similarity-based approach. J Biomed Inform. 2017 05; 69:75-85.
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Hogan WR, Hanna J, Hicks A, Amirova S, Bramblett B, Diller M, Enderez R, Modzelewski T, Vasconcelos M, Delcher C. Therapeutic indications and other use-case-driven updates in the drug ontology: anti-malarials, anti-hypertensives, opioid analgesics, and a large term request. J Biomed Semantics. 2017 Mar 03; 8(1):10.
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Glazko G, Rahmatallah Y, Zybailov B, Emmert-Streib F. Extracting the Strongest Signals from Omics Data: Differentially Expressed Pathways and Beyond. Methods Mol Biol. 2017; 1613:125-159.
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Lagu T, Pekow PS, Shieh MS, Stefan M, Pack QR, Kashef MA, Atreya AR, Valania G, Slawsky MT, Lindenauer PK. Validation and Comparison of Seven Mortality Prediction Models for Hospitalized Patients With Acute Decompensated Heart Failure. Circ Heart Fail. 2016 08; 9(8).
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Bian J, Yoshigoe K, Hicks A, Yuan J, He Z, Xie M, Guo Y, Prosperi M, Salloum R, Modave F. Mining Twitter to Assess the Public Perception of the "Internet of Things". PLoS One. 2016; 11(7):e0158450.
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Benedict SH, Hoffman K, Martel MK, Abernethy AP, Asher AL, Capala J, Chen RC, Chera B, Couch J, Deye J, Efstathiou JA, Ford E, Fraass BA, Gabriel PE, Huser V, Kavanagh BD, Khuntia D, Marks LB, Mayo C, McNutt T, Miller RS, Moore KL, Prior F, Roelofs E, Rosenstein BS, Sloan J, Theriault A, Vikram B. Overview of the American Society for Radiation Oncology-National Institutes of Health-American Association of Physicists in Medicine Workshop 2015: Exploring Opportunities for Radiation Oncology in the Era of Big Data. Int J Radiat Oncol Biol Phys. 2016 07 01; 95(3):873-879.
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Rosenstein BS, Capala J, Efstathiou JA, Hammerbacher J, Kerns SL, Kong FS, Ostrer H, Prior FW, Vikram B, Wong J, Xiao Y. How Will Big Data Improve Clinical and Basic Research in Radiation Therapy? Int J Radiat Oncol Biol Phys. 2016 07 01; 95(3):895-904.
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Hicks A, Hogan WR, Rutherford M, Malin B, Xie M, Fellbaum C, Yin Z, Fabbri D, Hanna J, Bian J. Mining Twitter as a First Step toward Assessing the Adequacy of Gender Identification Terms on Intake Forms. AMIA Annu Symp Proc. 2015; 2015:611-20.
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Elliott JH, Grimshaw J, Altman R, Bero L, Goodman SN, Henry D, Macleod M, Tovey D, Tugwell P, White H, Sim I. Informatics: Make sense of health data. Nature. 2015 Nov 05; 527(7576):31-2.
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Suzuki A, Yuen NA, Ilic K, Miller RT, Reese MJ, Brown HR, Ambroso JI, Falls JG, Hunt CM. Comedications alter drug-induced liver injury reporting frequency: Data mining in the WHO VigiBase?. Regul Toxicol Pharmacol. 2015 Aug; 72(3):481-90.
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Ayvaz S, Horn J, Hassanzadeh O, Zhu Q, Stan J, Tatonetti NP, Vilar S, Brochhausen M, Samwald M, Rastegar-Mojarad M, Dumontier M, Boyce RD. Toward a complete dataset of drug-drug interaction information from publicly available sources. J Biomed Inform. 2015 Jun; 55:206-17.
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Yu K, Zhang J, Chen M, Xu X, Suzuki A, Ilic K, Tong W. Mining hidden knowledge for drug safety assessment: topic modeling of LiverTox as a case study. BMC Bioinformatics. 2014; 15 Suppl 17:S6.
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Hunt CM, Yuen NA, Stirnadel-Farrant HA, Suzuki A. Age-related differences in reporting of drug-associated liver injury: data-mining of WHO Safety Report Database. Regul Toxicol Pharmacol. 2014 Nov; 70(2):519-26.
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