Algorithm

Dynamic reaction picklist for improving allergy reaction documentation: A usability study.

Citation
Wang L., Park H., Vallamkonda S., Seger DL., Blackley SV., Garabedian PM., Goss F., Blumenthal KG., Bates DW., Murphy S, Zhou L. Dynamic reaction picklist for improving allergy reaction documentation: A usability study. Int J of Med Inform. 2023 Feb;170:104939. doi.org/10.1016/j.ijmedinf.2022.104939.Epub 2022 Dec 5. PMID:36529027; PMCID: PMC10167939.
Principal Investigator
Zhou, Li
Project Name
Improving Allergy Documentation and Clinical Decision Support in the Electronic Health Record

Long short-term memory model identifies ARDS and in-hospital mortality in both non-COVID-19 and COVID-19 cohort.

Citation
Chen JT, Mehrizi R, Aasman B, Gong MN, Mirhaji P. Long short-term memory model identifies ARDS and in-hospital mortality in both non-COVID-19 and COVID-19 cohort. BMJ Health Care Inform. 2023 Sep;30(1):e100782. doi: 10.1136/bmjhci-2023-100782. PMID: 37709302; PMCID: PMC10503386.
Principal Investigator
Gong, Michelle
Project Name
TREAT ECARDS: Translating Evidence into Action: Electronic Clinical Decision Support in Acute Respiratory Distress Syndrome

Enhancing Patient Matching in Support of Operational Health Information Exchange - Final Report

Citation
Grannis S. Enhancing Patient Matching in Support of Operational Health Information Exchange - Final Report. (Prepared by Indiana University-Purdue University at Indianapolis under Grant No. R01 HS023808). Rockville, MD: Agency for Healthcare Research and Quality, 2023.
Principal Investigator
Grannis, Shaun
Project Name
Enhancing Patient Matching in Support of Operational Health Information Exchange

Assessing the impact of privacy-preserving record linkage on record overlap and patient demographic and clinical characteristics in PCORnet®, the National Patient-Centered Clinical Research Network.

Citation
Marsolo K, Kiernan D, Toh S, Phua J, Louzao D, Haynes K, Weiner M, Angulo F, Bailey C, Bian J, Fort D, Grannis S, Krishnamurthy AK, Nair V, Rivera P, Silverstein J, Zirkle M, Carton T. Assessing the impact of privacy-preserving record linkage on record overlap and patient demographic and clinical characteristics in PCORnet®, the National Patient-Centered Clinical Research Network. J Am Med Inform Assoc. 2023 Feb 16;30(3):447-455. doi: 10.1093/jamia/ocac229. PMID: 36451264; PMCID: PMC9933062.
Principal Investigator
Grannis, Shaun
Project Name
Enhancing Patient Matching in Support of Operational Health Information Exchange

Establishing a framework for privacy-preserving record linkage among electronic health record and administrative claims databases within PCORnet®, the National Patient-Centered Clinical Research Network.

Citation
Kiernan D, Carton T, Toh S, Phua J, Zirkle M, Louzao D, Haynes K, Weiner M, Angulo F, Bailey C, Bian J, Fort D, Grannis S, Krishnamurthy AK, Nair V, Rivera P, Silverstein J, Marsolo K. Establishing a framework for privacy-preserving record linkage among electronic health record and administrative claims databases within PCORnet®, the National Patient-Centered Clinical Research Network. BMC Res Notes. 2022 Oct 31;15(1):337. doi: 10.1186/s13104-022-06243-5. PMID: 36316778; PMCID: PMC9620597.
Principal Investigator
Grannis, Shaun
Project Name
Enhancing Patient Matching in Support of Operational Health Information Exchange

Evaluation of real-world referential and probabilistic patient matching to advance patient identification strategy.

Citation
Grannis SJ, Williams JL, Kasthuri S, Murray M, Xu H. Evaluation of real-world referential and probabilistic patient matching to advance patient identification strategy. J Am Med Inform Assoc. 2022 Jul 12;29(8):1409-1415. doi: 10.1093/jamia/ocac068. PMID: 35568993; PMCID: PMC9277641.
Principal Investigator
Grannis, Shaun
Project Name
Enhancing Patient Matching in Support of Operational Health Information Exchange

Evaluating the effect of data standardization and validation on patient matching accuracy.

Citation
Grannis SJ, Xu H, Vest JR, Kasthurirathne S, Bo N, Moscovitch B, Torkzadeh R, Rising J. Evaluating the effect of data standardization and validation on patient matching accuracy. J Am Med Inform Assoc. 2019 May 1;26(5):447-456. doi: 10.1093/jamia/ocy191. PMID: 30848796; PMCID: PMC7787357.
Principal Investigator
Grannis, Shaun
Project Name
Enhancing Patient Matching in Support of Operational Health Information Exchange

Incorporating conditional dependence in latent class models for probabilistic record linkage: Does it matter?.

Citation
Huiping Xu. Xiaochun Li. Changyu Shen. Siu L. Hui. Shaun Grannis. "Incorporating conditional dependence in latent class models for probabilistic record linkage: Does it matter?." Ann. Appl. Stat. 13 (3) 1753 - 1790, September 2019. https://doi.org/10.1214/19-AOAS1256
Principal Investigator
Grannis, Shaun
Project Name
Enhancing Patient Matching in Support of Operational Health Information Exchange