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Data Harmonization for Heterogeneous Datasets: A Systematic Literature Review

https://doi.org/10.3390/app11178275
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Outgoing claims: the papers this work cites, builds on, or argues with.

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inferredcites →https://doi.org/10.1016/j.knosys.2018.07.041openalex-snapshot
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inferredcites →https://doi.org/10.1016/j.matpr.2021.01.357openalex-snapshot
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inferredcites →https://doi.org/10.1016/j.measurement.2019.107198openalex-snapshot
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inferredcites →https://doi.org/10.1016/j.techfore.2020.120354openalex-snapshot
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inferredcites →https://doi.org/10.1093/jamia/ocv115openalex-snapshot
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inferredcites →https://doi.org/10.1093/jamiaopen/ooy061openalex-snapshot
Natural language processing and recurrent network models for identifying genomic mutation-associated cancer treatment change from patient progress notes
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inferredcites →https://doi.org/10.1109/access.2017.2694446openalex-snapshot
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inferredcites →https://doi.org/10.1109/bigcomp.2019.8679239openalex-snapshot
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inferredcites →https://doi.org/10.1109/cdan.2016.7570899openalex-snapshot
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inferredcites →https://doi.org/10.1109/comst.2019.2962586openalex-snapshot
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inferredcites →https://doi.org/10.1109/icaibd.2018.8396165openalex-snapshot
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inferredcites →https://doi.org/10.1109/icaict.2016.7991832openalex-snapshot
Big data integration architectural concepts for oil and gas industry
inferredcites →https://doi.org/10.1109/icbda.2016.7509815openalex-snapshot
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inferredcites →https://doi.org/10.1109/icc.2017.7996801openalex-snapshot
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inferredcites →https://doi.org/10.1109/iccke50421.2020.9303676openalex-snapshot
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inferredcites →https://doi.org/10.1109/iccubea.2018.8697432openalex-snapshot
A Proposed Technique for Conversion of Unstructured Agro-Data to Semi-Structured or Structured Data
inferredcites →https://doi.org/10.1109/icecds.2017.8390174openalex-snapshot
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inferredcites →https://doi.org/10.1109/icmlc48188.2019.8949185openalex-snapshot
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inferredcites →https://doi.org/10.1109/isc2.2017.8090820openalex-snapshot
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inferredcites →https://doi.org/10.1109/jbhi.2017.2767063openalex-snapshot
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inferredcites →https://doi.org/10.1109/jiot.2020.2999510openalex-snapshot
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inferredcites →https://doi.org/10.1109/mci.2018.2840738openalex-snapshot
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inferredcites →https://doi.org/10.1109/netact.2017.8076789openalex-snapshot
Structured data extraction from emails
inferredcites →https://doi.org/10.1109/rbme.2018.2855055openalex-snapshot
Cohort Harmonization and Integrative Analysis From a Biomedical Engineering Perspective
inferredcites →https://doi.org/10.1109/soca.2015.16openalex-snapshot
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inferredcites →https://doi.org/10.1109/tkde.2016.2525768openalex-snapshot
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inferredcites →https://doi.org/10.1109/tpami.2018.2798607openalex-snapshot
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inferredcites →https://doi.org/10.1109/tse.2002.1027796openalex-snapshot
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inferredcites →https://doi.org/10.1111/bjet.12595openalex-snapshot
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inferredcites →https://doi.org/10.1145/2967503openalex-snapshot
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inferredcites →https://doi.org/10.1145/3152494.3152516openalex-snapshot
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inferredcites →https://doi.org/10.1155/2020/8810634openalex-snapshot
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inferredcites →https://doi.org/10.1186/s12859-018-2300-5openalex-snapshot
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inferredcites →https://doi.org/10.1186/s13326-016-0075-zopenalex-snapshot
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inferredcites →https://doi.org/10.1186/s13637-017-0057-1openalex-snapshot
Autism spectrum disorder detection from semi-structured and unstructured medical data
inferredcites →https://doi.org/10.1186/s41044-016-0014-0openalex-snapshot
Big data preprocessing: methods and prospects
inferredcites →https://doi.org/10.1186/s41044-020-00045-1openalex-snapshot
Software architectures for big data: a systematic literature review
inferredcites →https://doi.org/10.14569/ijacsa.2017.080121openalex-snapshot
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inferredcites →https://doi.org/10.18178/ijiet.2021.11.5.1518openalex-snapshot
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inferredcites →https://doi.org/10.21437/interspeech.2020-3074openalex-snapshot
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inferredcites →https://doi.org/10.21608/ijci.2016.33955openalex-snapshot
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inferredcites →https://doi.org/10.26438/ijcse/v6i6.11771183openalex-snapshot
Deep Leaning Architectures and its Applications A Survey
inferredcites →https://doi.org/10.26555/ijain.v4i1.152openalex-snapshot
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inferredcites →https://doi.org/10.2991/esac-15.2015.64openalex-snapshot
An Integration Model of Multi-Source Heterogeneous Audit Data
inferredcites →https://doi.org/10.31387/oscm0450293openalex-snapshot
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inferredcites →https://doi.org/10.3389/fgene.2020.00648openalex-snapshot
New Analysis Framework Incorporating Mixed Mutual Information and Scalable Bayesian Networks for Multimodal High Dimensional Genomic and Epigenomic Cancer Data
inferredcites →https://doi.org/10.3389/fmed.2019.00036openalex-snapshot
Big Health Data and Cardiovascular Diseases: A Challenge for Research, an Opportunity for Clinical Care
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inferredcites →https://doi.org/10.3390/s20164571openalex-snapshot
Big Trajectory Data Mining: A Survey of Methods, Applications, and Services
inferredcites →https://doi.org/10.4018/978-1-5225-0182-4.ch001openalex-snapshot
Big Data
inferredcites →https://doi.org/10.4018/ijban.2020010105openalex-snapshot
A Review on the Research Growth of Industry 4.0
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Implementation of Big Data in Health Information Systems: Sample Approaches in Saudi Hospital
inferredcites →https://doi.org/10.5121/ijscai.2016.5105openalex-snapshot
Big Data Analytics: Challenges And Applications For Text, Audio, Video, And Social Media Data

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Additional file 1 of Conceptual design of a generic data harmonization process for OMOP common data model
Editorial review for independent work. ICSAC — the Institute for Complexity Science and Advanced Computing — runs a structured editorial panel for researchers publishing outside journals, and publishes on CiteStamp rails. Submission is free and goes through ORCID: icsacinstitute.org/submit.