FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2078902626> ?p ?o ?g. }

• W2078902626 endingPage "e33" @default.
• W2078902626 startingPage "e33" @default.
• W2078902626 abstract "There are many benefits to open datasets. However, privacy concerns have hampered the widespread creation of open health data. There is a dearth of documented methods and case studies for the creation of public-use health data. We describe a new methodology for creating a longitudinal public health dataset in the context of the Heritage Health Prize (HHP). The HHP is a global data mining competition to predict, by using claims data, the number of days patients will be hospitalized in a subsequent year. The winner will be the team or individual with the most accurate model past a threshold accuracy, and will receive a US $3 million cash prize. HHP began on April 4, 2011, and ends on April 3, 2013.To de-identify the claims data used in the HHP competition and ensure that it meets the requirements in the US Health Insurance Portability and Accountability Act (HIPAA) Privacy Rule.We defined a threshold risk consistent with the HIPAA Privacy Rule Safe Harbor standard for disclosing the competition dataset. Three plausible re-identification attacks that can be executed on these data were identified. For each attack the re-identification probability was evaluated. If it was deemed too high then a new de-identification algorithm was applied to reduce the risk to an acceptable level. We performed an actual evaluation of re-identification risk using simulated attacks and matching experiments to confirm the results of the de-identification and to test sensitivity to assumptions. The main metric used to evaluate re-identification risk was the probability that a record in the HHP data can be re-identified given an attempted attack.An evaluation of the de-identified dataset estimated that the probability of re-identifying an individual was .0084, below the .05 probability threshold specified for the competition. The risk was robust to violations of our initial assumptions.It was possible to ensure that the probability of re-identification for a large longitudinal dataset was acceptably low when it was released for a global user community in support of an analytics competition. This is an example of, and methodology for, achieving open data principles for longitudinal health data." @default.
• W2078902626 created "2016-06-24" @default.
• W2078902626 creator A5004788657 @default.
• W2078902626 creator A5007075789 @default.
• W2078902626 creator A5017502183 @default.
• W2078902626 creator A5061865307 @default.
• W2078902626 creator A5062555199 @default.
• W2078902626 creator A5070248034 @default.
• W2078902626 creator A5071660568 @default.
• W2078902626 creator A5077340805 @default.
• W2078902626 creator A5083308674 @default.
• W2078902626 date "2012-02-27" @default.
• W2078902626 modified "2023-10-07" @default.
• W2078902626 title "De-identification Methods for Open Health Data: The Case of the Heritage Health Prize Claims Dataset" @default.
• W2078902626 cites W1570736868 @default.
• W2078902626 cites W1963622198 @default.
• W2078902626 cites W1967944900 @default.
• W2078902626 cites W1991724805 @default.
• W2078902626 cites W1996448560 @default.
• W2078902626 cites W2000445173 @default.
• W2078902626 cites W2000646855 @default.
• W2078902626 cites W2034093528 @default.
• W2078902626 cites W2041377702 @default.
• W2078902626 cites W2046766973 @default.
• W2078902626 cites W2061326496 @default.
• W2078902626 cites W2083384763 @default.
• W2078902626 cites W2116492759 @default.
• W2078902626 cites W2117318927 @default.
• W2078902626 cites W2119067110 @default.
• W2078902626 cites W2123453946 @default.
• W2078902626 cites W2128128412 @default.
• W2078902626 cites W2132223977 @default.
• W2078902626 cites W2132292122 @default.
• W2078902626 cites W2135583319 @default.
• W2078902626 cites W2146875405 @default.
• W2078902626 cites W2148373824 @default.
• W2078902626 cites W2150754513 @default.
• W2078902626 cites W2154957518 @default.
• W2078902626 cites W2159024459 @default.
• W2078902626 cites W2315748765 @default.
• W2078902626 cites W2316423106 @default.
• W2078902626 cites W4298872162 @default.
• W2078902626 cites W77869065 @default.
• W2078902626 doi "https://doi.org/10.2196/jmir.2001" @default.
• W2078902626 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/3374547" @default.
• W2078902626 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/22370452" @default.
• W2078902626 hasPublicationYear "2012" @default.
• W2078902626 type Work @default.
• W2078902626 sameAs 2078902626 @default.
• W2078902626 citedByCount "52" @default.
• W2078902626 countsByYear W20789026262012 @default.
• W2078902626 countsByYear W20789026262013 @default.
• W2078902626 countsByYear W20789026262014 @default.
• W2078902626 countsByYear W20789026262015 @default.
• W2078902626 countsByYear W20789026262016 @default.
• W2078902626 countsByYear W20789026262017 @default.
• W2078902626 countsByYear W20789026262018 @default.
• W2078902626 countsByYear W20789026262019 @default.
• W2078902626 countsByYear W20789026262020 @default.
• W2078902626 countsByYear W20789026262021 @default.
• W2078902626 countsByYear W20789026262022 @default.
• W2078902626 countsByYear W20789026262023 @default.
• W2078902626 crossrefType "journal-article" @default.
• W2078902626 hasAuthorship W2078902626A5004788657 @default.
• W2078902626 hasAuthorship W2078902626A5007075789 @default.
• W2078902626 hasAuthorship W2078902626A5017502183 @default.
• W2078902626 hasAuthorship W2078902626A5061865307 @default.
• W2078902626 hasAuthorship W2078902626A5062555199 @default.
• W2078902626 hasAuthorship W2078902626A5070248034 @default.
• W2078902626 hasAuthorship W2078902626A5071660568 @default.
• W2078902626 hasAuthorship W2078902626A5077340805 @default.
• W2078902626 hasAuthorship W2078902626A5083308674 @default.
• W2078902626 hasBestOaLocation W20789026261 @default.
• W2078902626 hasConcept C116834253 @default.
• W2078902626 hasConcept C124101348 @default.
• W2078902626 hasConcept C138816342 @default.
• W2078902626 hasConcept C144133560 @default.
• W2078902626 hasConcept C159110408 @default.
• W2078902626 hasConcept C162118730 @default.
• W2078902626 hasConcept C166957645 @default.
• W2078902626 hasConcept C205649164 @default.
• W2078902626 hasConcept C2522767166 @default.
• W2078902626 hasConcept C2778306010 @default.
• W2078902626 hasConcept C2779343474 @default.
• W2078902626 hasConcept C38652104 @default.
• W2078902626 hasConcept C41008148 @default.
• W2078902626 hasConcept C59822182 @default.
• W2078902626 hasConcept C71745522 @default.
• W2078902626 hasConcept C71924100 @default.
• W2078902626 hasConcept C86803240 @default.
• W2078902626 hasConceptScore W2078902626C116834253 @default.
• W2078902626 hasConceptScore W2078902626C124101348 @default.
• W2078902626 hasConceptScore W2078902626C138816342 @default.
• W2078902626 hasConceptScore W2078902626C144133560 @default.
• W2078902626 hasConceptScore W2078902626C159110408 @default.
• W2078902626 hasConceptScore W2078902626C162118730 @default.
• W2078902626 hasConceptScore W2078902626C166957645 @default.
• W2078902626 hasConceptScore W2078902626C205649164 @default.

• next