ED Admission

• 

  A Machine Learning Approach to Predicting Readmission or Mortality in Patients Hospitalized for Stroke or Transient Ischemic Attack

  • Published on: September, 2020
  • Ling-Chien Hung, Sheng-Feng Sung and Ya-Han Hu
  • Code Available

  Stroke is one of the leading causes of adult disability and mortality worldwide. Stroke reoccurrence is predominant in survivors. Complications like p ...

• 

  Benchmarking Deep Learning Architectures for Predicting Readmission to the ICU and Describing Patients-at-Risk

  • Published on: January, 2020
  • Oscar Perez-Concha, Angus Ritchie, Martin Gallagher, James Kemp, Sradha Kotwal, Louisa Jorm, Sebastiano Barbie...
  • Code Available

  Readmission is an adverse outcome observed among some critically ill patients.In this model we predict the risk of patient readmission based on the Me ...

• 

  An Artificial Intelligence System for Predicting the Deterioration of COVID-19 Patients in the Emergency Department

  • Published on: August, 2020
  • Yvonne W. Lui, David Kudlowitz, Taro Makino, Ben Zhang, Lea Azour, Carlos Fernandez-Granda, Siddhant Dogra, Yi...
  • Code Available

  During the coronavirus disease 2019 (COVID-19) pandemic, accurate and timely triage of patients at the emergency department is critical for informing ...

• 

  A comparison of standard and penalized linear regression models in predicting health care costs in older adults

  • Published on: November, 2018
  • Hadi Kharrazi, Hsien-Yen Chang, Jonathan P. Weiner, Dave Bodycombe, Klaus Lemke, Hong J. Kan
  • Code Available

  When it comes to deal with risk adjustment and population health management, payers and providers usually use Ordinary Least Square (OLS) linear regre ...

• 

  Early Anomaly Detection in Time Series: A Hierarchical Approach for Predicting Critical Health Episodes

  • Published on: October, 2019
  • Carlos Soares, Luis Torgo, Vitor Cerqueira
  • Code Available

  Early detection of anomalous behavior of time series data is very important in many domains. The study deals with critical health event(CHE) that can ...