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Cardiovascular Disease

Unsupervised clinical relevancy ranking of structured medical records to retrieve condition-specific information in the emergency department.

Citation
Korach ZT, Gradwohl S, Messinger A, Bookman K, Cohen K, Zhou L, Goss F. Unsupervised clinical relevancy ranking of structured medical records to retrieve condition-specific information in the emergency department. Int J Med Inform. 2021 May;149:104410. doi: 10.1016/j.ijmedinf.2021.104410. Epub 2021 Feb 5. PMID: 33621793.
Principal Investigator
Goss, Foster R.
Project Name
Natural Language Processing To Identify and Rank Clinically Relevant Information for EHRs in the Emergency Department

The role of computer skills in personal health record adoption among patients with heart disease: multidimensional evaluation of users versus nonusers.

Citation
Clarke MA, Fruhling AL, Lyden EL, Tarrell AE, Bernard TL, Windle JR. The role of computer skills in personal health record adoption among patients with heart disease: multidimensional evaluation of users versus nonusers. JMIR Hum Factors. 2021 Jul 26;8(3):e19191. doi: 10.2196/19191. PMID: 34309574; PMCID: PMC8367119.
Principal Investigator
Windle, John
Project Name
Optimizing the Electronic Health Record for Cardiac Care

A User-Centered Designed Anticoagulation Shared Decision-Making Tool for Stroke Prevention in Atrial Fibrillation - Final Report

Citation
Dorsch M. A User-Centered Designed Anticoagulation Shared Decision-Making Tool for Stroke Prevention in Atrial Fibrillation - Final Report. (Prepared by the University of Michigan at Ann Arbor under Grant No. R21 HS026322). Rockville, MD: Agency for Healthcare Research and Quality, 2021.
Principal Investigator
Dorsch, Michael
Project Name
A User-Centered Designed Anticoagulation Shared Decision Making Tool for Stroke Prevention in Atrial Fibrillation

External validation of the IMPROVE-DD risk assessment model for venous thromboembolism among inpatients with COVID-19.

Citation
Goldin M, Lin SK, Kohn N, Qiu M, Cohen SL, Barish MA, Gianos E, Diaz A, Richardson S, Giannis D, Chatterjee S, Coppa K, Hirsch JS, Ngu S, Firoozan S, McGinn T, Spyropoulos AC. External validation of the IMPROVE-DD risk assessment model for venous thromboembolism among inpatients with COVID-19. J Thromb Thrombolysis. 2021 Jun 19:1–4. doi: 10.1007/s11239-021-02504-5. Epub ahead of print. PMID: 34146235; PMCID: PMC8214061.
Principal Investigator
Spyropoulos, Alex
Project Name
Implementation of a Novel Multi-Platform Evidence-Based Clinical Decision Support System

Avoiding "toxic knowledge": the importance of framing personalized risk information in clinical decision-making.

Citation
Kostick KM, Blumenthal-Barby JS. Avoiding "toxic knowledge": the importance of framing personalized risk information in clinical decision-making. Per Med. 2021 Mar;18(2):91-95. doi: 10.2217/pme-2020-0174. Epub 2021 Feb 22. PMID: 33616460.
Principal Investigator
Blumenthal-Barby, Jennifer
Project Name
A Multi-Site Trial to Test Benefits of Adding a Personalized Risk Calculator to an Online Decision Aid for Left Ventricular Assist Device

Impact of age on patients' communication and technology preferences in the era of meaningful use: Mixed methods study.

Citation
Clarke MA, Fruhling AL, Sitorius M, Windle TA, Bernard TL, Windle JR. Impact of age on patients' communication and technology preferences in the era of meaningful use: Mixed methods study. J Med Internet Res. 2020 Jun 1;22(6):e13470. doi: 10.2196/13470. PMID: 32478658.
Principal Investigator
Windle, John
Project Name
Optimizing the Electronic Health Record for Cardiac Care

Improving Recognition and Management of Hypertension in Youth: Comparing Approaches for Extending Effective CDS for use in a Large Rural Health System

Description

The aim of this research is to implement a clinical decision support tool to provide clinicians patient-specific and evidence-based treatment recommendations regarding the recognition and management of high blood pressure and hypertension in children and adolescents.

Grant Number
R18 HS027402
Principal Investigator(s)
Kharbanda, Elyse
Benziger, Catherine

Team adaptation to complex clinical situations: The case of VTE prophylaxis in hospitalized patients.

Citation
Salwei M.E., Carayon, P., Hundt, A.S., Kleinschmidt, P., Hoonakker, P.L.T., Patterson, B.W., Wiegmann, D. (2018). Team adaptation to complex clinical situations: The case of VTE prophylaxis in hospitalized patients. In: Bagnara S., Tartaglia R., Albolino S., Alexander T., Fujita Y. (eds) Proceedings of the 20th Congress of the International Ergonomics Association (IEA 2018), pp. 248-254. IEA 2018, Florence, Italy, August 26-30, 2018. Advances in Intelligent Systems and Computing, vol. 818. Springer, Cham. https://doi.org/10.1007/978-3-319-96098-2_32
Principal Investigator
Carayon, Pascale
Project Name
Health Information Technology-Supported Process for Preventing and Managing Venous Thromboembolism