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Dive into the research topics where Santangelo J is active.

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Featured researches published by Santangelo J.


American Journal of Infection Control | 2008

Administrative coding data, compared with CDC/NHSN criteria, are poor indicators of health care–associated infections

Kurt B. Stevenson; Yosef Khan; Jeanne Dickman; Terri Gillenwater; Pat Kulich; Carol Myers; David Taylor; Santangelo J; Jennifer Lundy; David Jarjoura; Xiaobai Li; Janice Shook; Julie E. Mangino

BACKGROUND ICD-9-CM coding alone has been proposed as a method of surveillance for health care-associated infections (HAIs). The accuracy of this method, however, relative to accepted infection control criteria is not known. METHODS Retrospective analysis of patients at an academic medical center in 2005 who underwent surgical procedures or who were at risk for catheter-associated bloodstream infections or ventilator-associated pneumonia was performed. Patients previously identified with HAIs by Centers for Disease Control and Preventions National Healthcare Safety Network surveillance methods were compared with those of the same risk group identified by secondary infection ICD-9-CM codes. Discordant cases identified by only coding were all rereviewed and adjusted prior to final analysis. When coding and surveillance were both negative, a sample of patients was used to estimate the proportion of false negatives in this group. RESULTS The positive predictive values (PPVs) ranged from 0.14 to 0.51 with an aggregate of 0.23, even after adjustment for additional cases detected on subsequent medical record review. The negative predictive values (NPVs) ranged from 0.91 to 1.00, with an aggregate of 0.96. The estimates of the true variance of PPVs and NPVs across surgical procedures were small (0.0129, standard error, 0.009; 0.000145, standard error, 0.00019, respectively) and could be mostly explained by variation in prevalence of surgical site infections. CONCLUSION Administrative coding alone appears to be a poor tool to be used as an infection control surveillance method. Its proposed use for routine HAI surveillance, public reporting of HAIs, interfacility comparisons, and nonpayment for performance should be seriously questioned.


american medical informatics association annual symposium | 2010

Information warehouse - a comprehensive informatics platform for business, clinical, and research applications.

Jyoti Kamal; Jianhua Liu; Michael Ostrander; Santangelo J; Ravi Dyta; Patrick Rogers; Hagop S. Mekhjian


american medical informatics association annual symposium | 2008

Managing data quality in an existing medical data warehouse using business intelligence technologies.

Eaton S; Michael Ostrander; Santangelo J; Jyoti Kamal


american medical informatics association annual symposium | 2008

Data delivery workflow in an academic information warehouse.

Selnur Erdal; Patrick Rogers; Santangelo J; Jason Buskirk; Michael Ostrander; Jianhua Liu; Jyoti Kamal


american medical informatics association annual symposium | 2008

Development of a reference information model and knowledgebase for electronic bloodstream infection detection.

Tara Borlawsky; Bala Hota; Michael Y. Lin; Yosef Khan; Jeremy D. Young; Santangelo J; Kurt B. Stevenson


american medical informatics association annual symposium | 2008

A comparative analysis of the dissemination of best practice measures for key populations.

Lundy J; Santangelo J; Rogers P; Kuehn L; Christensen S; Bournique J; Mekhjian H; Kamal J


american medical informatics association annual symposium | 2007

Using data mining tools to discover novel clinical laboratory test batteries.

Santangelo J; Patrick Rogers; Jason Buskirk; Hagop S. Mekhjian; Jianhua Liu; Jyoti Kamal


american medical informatics association annual symposium | 2008

Implementation of a metadata architecture and knowledge collection to support semantic interoperability in an enterprise data warehouse.

Rakesh Dhaval; Tara Borlawsky; Michael Ostrander; Santangelo J; Jyoti Kamal; Philip R. O. Payne


american medical informatics association annual symposium | 2008

Predicting patient volume in cardiac catheterization laboratory to improve resource management.

Jianhua Liu; Santangelo J; James R; Watters Cd; Orsini A; Hagop S. Mekhjian; Jyoti Kamal


american medical informatics association annual symposium | 2008

Use of synthesized data to support complex ad-hoc queries in an enterprise information warehouse: a diabetes use case.

Patrick Rogers; Selnur Erdal; Santangelo J; Jianhua Liu; D. Schuster; Jyoti Kamal

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Bala Hota

Rush University Medical Center

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