scholarly journals A rule-based semantic approach for data integration, standardization and dimensionality reduction utilizing the UMLS: Application to predicting bariatric surgery outcomes

2019 ◽  
Vol 106 ◽  
pp. 84-90 ◽  
Author(s):  
Minoo Modaresnezhad ◽  
Ali Vahdati ◽  
Hamid Nemati ◽  
Ali Ardestani ◽  
Fereidoon Sadri
2021 ◽  
Author(s):  
Nehemiah Samuel ◽  
Abdalla Mustafa ◽  
Helen Hawkins ◽  
Nicholas Wei ◽  
Maureen Boyle ◽  
...  

Author(s):  
Xiaoyun He ◽  
Jaideep Vaidya ◽  
Basit Shafiq ◽  
Nabil Adam ◽  
Tom White

For health care related research studies the medical records of patients may need to be retrieved from multiple sites with different regulations on the disclosure of health information. Given the sensitive nature of health care information, privacy is a major concern when patients’ health care data is used for research purposes. In this paper, the authors propose approaches for integration and querying of health care data from multiple sources in a secure and privacy preserving manner. In particular, the first approach ensures secure data integration based on unique identifiers, and the second one considers data integration based on quasi identifiers, for which a rule-based framework is proposed for cross-linking data records, including secure character matching.


2019 ◽  
Vol 34 (4) ◽  
pp. 1812-1818 ◽  
Author(s):  
Rhys Kavanagh ◽  
Jessica Smith ◽  
Umair Bashir ◽  
Dana Jones ◽  
Emily Avgenakis ◽  
...  

2020 ◽  
Vol 30 (6) ◽  
pp. 2313-2324 ◽  
Author(s):  
Alexander M. Fagenson ◽  
Michael M. Mazzei ◽  
Huaqing Zhao ◽  
Xiaoning Lu ◽  
Michael A. Edwards

JAMA Surgery ◽  
2019 ◽  
Vol 154 (11) ◽  
pp. 1077
Author(s):  
Nicole Ellen James ◽  
Jhia J. Teh ◽  
Wenyi Cai

2018 ◽  
Vol 43 (3) ◽  
pp. 744-750 ◽  
Author(s):  
Carmen Rodríguez-Rivera ◽  
Carmen Pérez-García ◽  
José Ramón Muñoz-Rodríguez ◽  
Marta Vicente-Rodríguez ◽  
Filomena Polo ◽  
...  

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