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Optimizing corpus creation for training word embedding in low resource domains: a case study in Autism Spectrum Disorder (ASD).
Citation:
Gu Y, Leroy G, Pettygrove S, Galindo MK, Kurzius-Spencer M. Optimizing corpus creation for training word embedding in low resource domains: a case study in Autism Spectrum Disorder (ASD). AMIA Annu Symp Proc. 2018 Dec 5;2018:508-517. PMID: 30815091.
Principal Investigator:
Enabling Large-Scale Research on Autism Spectrum Disorders Through Automated Processing of EHR Using Natural Language Understanding - Final Report
Citation:
Leroy G. Enabling Large-Scale Research on Autism Spectrum Disorders Through Automated Processing of EHR Using Natural Language Understanding - Final Report. (Prepared by the University Of Arizona under Grant No. R21 HS024988). Rockville, MD: Agency for Healthcare Research and Quality, 2020.
Principal Investigator:
Improving Influenza Vaccine Uptake in Acute Care Settings
Description:
This research aims to develop and evaluate a clinical decision support strategy to promote influenza vaccination among children who are hospitalized with the goal to identify insights that broadly apply to clinical decision support for health maintenance interventions in pediatric acute care settings.
Principal Investigator:
Project Dates:
August 1, 2020 to July 31, 2022
Development of a Clinical Decision Support Tool for Facilitating Naturalistic Decision-Making and Improving Blood Culture Utilization - Final Report
Citation:
Xie A. Development of a Clinical Decision Support Tool for Facilitating Naturalistic Decision-Making and Improving Blood Culture Utilization - Final Report. (Prepared by Johns Hopkins University under Grant No. R21 HS025238). Rockville, MD: Agency for Healthcare Research and Quality, 2020.
Principal Investigator:
Opportunities and design considerations for peer support in a hospital setting.
Citation:
Haldar S, Mishra SR, Khelifi M, Pollack AH, Pratt W. Opportunities and design considerations for peer support in a hospital setting. Proc SIGCHI Conf Hum Factor Comput Syst. 2017 May;2017:867-879. doi: 10.1145/3025453.3026040. PMID: 29051925.
Principal Investigator:
Must we bust the trust?: Understanding how the clinician-patient relationship influences patient engagement in safety.
Citation:
Mishra SR, Haldar S, Khelifi M, Pollack AH, Wanda P. Must we bust the trust?: Understanding how the clinician-patient relationship influences patient engagement in safety. AMIA Annu Symp Proc. 2018 Dec 5;2018:1425-1434. PMID: 30815187.
Principal Investigator:
Use and impact of an online community for hospital patients.
Citation:
Haldar S, Mishra SR, Kim Y, Hartzler A, Pollack AH, Pratt W. Use and impact of an online community for hospital patients. J Am Med Inform Assoc. 2020 Apr 1;27(4):549-557. doi: 10.1093/jamia/ocz212. PMID: 31986197.
Principal Investigator:
A Feasibility Study of Cloud-Based Care Plans for Children with Medical Complexity
Description:
This research aims to determine the feasibility, acceptability, and outcomes associated with the use of Cloud Care, a cloud-based multidisciplinary care plan for children with medical complexity.
Principal Investigator:
Project Dates:
May 1, 2020 to April 30, 2022
Patients as Safeguards: Understanding the Information Needs of Hospitalized Patients - Final Report
Citation:
Pratt W. Patients as Safeguards: Understanding the Information Needs of Hospitalized Patients - Final Report. (Prepared by the University of Washington under Grant No. R01 HS022894). Rockville, MD: Agency for Healthcare Research and Quality, 2020.
Principal Investigator:
Mining patient-specific and contextual data with machine learning technologies to predict cancellation of children's surgery.
Citation:
Liu L, Ni Y, Zhang N, Nick Pratap J. Mining patient-specific and contextual data with machine learning technologies to predict cancellation of children's surgery. Int J Med Inform. 2019 Sep;129:234-241. doi:
10.1016/j.ijmedinf.2019.06.007. Epub 2019 Jun 8. PMID: 31445261.
Principal Investigator:
Project Name:
