Literature DB >> 32442130

Agile Health Care Analytics: Enabling Real-Time Disease Surveillance With a Computational Health Platform.

Wade L Schulz1,2, Thomas J S Durant1,2, Charles J Torre1,3, Allen L Hsiao3,4, Harlan M Krumholz2,5,6.   

Abstract

The ongoing coronavirus disease outbreak demonstrates the need for novel applications of real-time data to produce timely information about incident cases. Using health information technology (HIT) and real-world data, we sought to produce an interface that could, in near real time, identify patients presenting with suspected respiratory tract infection and enable monitoring of test results related to specific pathogens, including severe acute respiratory syndrome coronavirus 2. This tool was built upon our computational health platform, which provides access to near real-time data from disparate HIT sources across our health system. This combination of technology allowed us to rapidly prototype, iterate, and deploy a platform to support a cohesive organizational response to a rapidly evolving outbreak. Platforms that allow for agile analytics are needed to keep pace with evolving needs within the health care system. ©Wade L Schulz, Thomas J S Durant, Charles J Torre Jr, Allen L Hsiao, Harlan M Krumholz. Originally published in the Journal of Medical Internet Research (http://www.jmir.org), 28.05.2020.

Entities:  

Keywords:  COVID-19; HIT; computational health; disease surveillance; health information technology; interface; monitoring; outbreak; pandemic; public health; real-time analytics; real-world data; surveillance

Mesh:

Year:  2020        PMID: 32442130      PMCID: PMC7257473          DOI: 10.2196/18707

Source DB:  PubMed          Journal:  J Med Internet Res        ISSN: 1438-8871            Impact factor:   5.428


  3 in total

1.  Discussing Evidence in the Fog of the Pandemic.

Authors:  Aluko A Hope; Cindy L Munro
Journal:  Am J Crit Care       Date:  2020-07-01       Impact factor: 2.228

2.  Health Care and Precision Medicine Research: Analysis of a Scalable Data Science Platform.

Authors:  Jacob McPadden; Thomas Js Durant; Dustin R Bunch; Andreas Coppi; Nathaniel Price; Kris Rodgerson; Charles J Torre; William Byron; Allen L Hsiao; Harlan M Krumholz; Wade L Schulz
Journal:  J Med Internet Res       Date:  2019-04-09       Impact factor: 5.428

3.  An interactive web-based dashboard to track COVID-19 in real time.

Authors:  Ensheng Dong; Hongru Du; Lauren Gardner
Journal:  Lancet Infect Dis       Date:  2020-02-19       Impact factor: 25.071

  3 in total
  7 in total

Review 1.  Big Data and Digital Solutions: Laying the Foundation for Cardiovascular Population Management CME.

Authors:  Khurram Nasir; Zulqarnain Javed; Safi U Khan; Stephen L Jones; Julia Andrieni
Journal:  Methodist Debakey Cardiovasc J       Date:  2020 Oct-Dec

2.  Accuracy of Computable Phenotyping Approaches for SARS-CoV-2 Infection and COVID-19 Hospitalizations from the Electronic Health Record.

Authors:  Rohan Khera; Bobak J Mortazavi; Benjamin D Pollock; Wade L Schulz; Veer Sangha; Frederick Warner; H Patrick Young; Joseph S Ross; Nilay D Shah; Elitza S Theel; William G Jenkinson; Camille Knepper; Karen Wang; David Peaper; Richard A Martinello; Cynthia A Brandt; Zhenqiu Lin; Albert I Ko; Harlan M Krumholz
Journal:  medRxiv       Date:  2021-05-13

3.  From Testing to Decision-Making: A Data-Driven Analytics COVID-19 Response.

Authors:  Chad W Konchak; Jacob Krive; Loretta Au; Daniel Chertok; Priya Dugad; Gus Granchalek; Ekaterina Livschiz; Rupesh Mandala; Erin McElvania; Christine Park; Ari Robicsek; Linda M Sabatini; Nirav S Shah; Karen Kaul
Journal:  Acad Pathol       Date:  2021-04-20

4.  Clinical characteristics and outcomes for 7,995 patients with SARS-CoV-2 infection.

Authors:  Jacob McPadden; Frederick Warner; H Patrick Young; Nathan C Hurley; Rebecca A Pulk; Avinainder Singh; Thomas J S Durant; Guannan Gong; Nihar Desai; Adrian Haimovich; Richard Andrew Taylor; Murat Gunel; Charles S Dela Cruz; Shelli F Farhadian; Jonathan Siner; Merceditas Villanueva; Keith Churchwell; Allen Hsiao; Charles J Torre; Eric J Velazquez; Roy S Herbst; Akiko Iwasaki; Albert I Ko; Bobak J Mortazavi; Harlan M Krumholz; Wade L Schulz
Journal:  PLoS One       Date:  2021-03-31       Impact factor: 3.240

5.  A multicenter evaluation of computable phenotyping approaches for SARS-CoV-2 infection and COVID-19 hospitalizations.

Authors:  Rohan Khera; Bobak J Mortazavi; Veer Sangha; Frederick Warner; H Patrick Young; Joseph S Ross; Nilay D Shah; Elitza S Theel; William G Jenkinson; Camille Knepper; Karen Wang; David Peaper; Richard A Martinello; Cynthia A Brandt; Zhenqiu Lin; Albert I Ko; Harlan M Krumholz; Benjamin D Pollock; Wade L Schulz
Journal:  NPJ Digit Med       Date:  2022-03-08

6.  Excess Patient Visits for Cough and Pulmonary Disease at a Large US Health System in the Months Prior to the COVID-19 Pandemic: Time-Series Analysis.

Authors:  Joann G Elmore; Pin-Chieh Wang; Kathleen F Kerr; David L Schriger; Douglas E Morrison; Ron Brookmeyer; Michael A Pfeffer; Thomas H Payne; Judith S Currier
Journal:  J Med Internet Res       Date:  2020-09-10       Impact factor: 5.428

7.  Myopericarditis in young adults presenting to the emergency department after receiving a second COVID-19 mRNA vaccine.

Authors:  Alex Fleming-Nouri; Adrian D Haimovich; David Yang; Wade L Schulz; Andreas Coppi; R Andrew Taylor
Journal:  Acad Emerg Med       Date:  2021-07-26       Impact factor: 3.451

  7 in total

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