Cargando…

Forecasting Hospital Readmissions with Machine Learning

Hospital readmissions are regarded as a compounding economic factor for healthcare systems. In fact, the readmission rate is used in many countries as an indicator of the quality of services provided by a health institution. The ability to forecast patients’ readmissions allows for timely interventi...

Descripción completa

Detalles Bibliográficos
Autores principales:	Michailidis, Panagiotis, Dimitriadou, Athanasia, Papadimitriou, Theophilos, Gogas, Periklis
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9222500/ https://www.ncbi.nlm.nih.gov/pubmed/35742033 http://dx.doi.org/10.3390/healthcare10060981

Ejemplares similares

Predicting Bitcoin Prices Using Machine Learning
por: Dimitriadou, Athanasia, et al.
Publicado: (2023)

Predicting Readmission Charges Billed by Hospitals: Machine Learning Approach
por: Gopukumar, Deepika, et al.
Publicado: (2022)

Prediction of hospital readmission of multimorbid patients using machine learning models
por: Le Lay, Jules, et al.
Publicado: (2022)

Effective hospital readmission prediction models using machine-learned features
por: Davis, Sacha, et al.
Publicado: (2022)

Application of machine learning in predicting hospital readmissions: a scoping review of the literature
por: Huang, Yinan, et al.
Publicado: (2021)

Assessment of Machine Learning vs Standard Prediction Rules for Predicting Hospital Readmissions
por: Morgan, Daniel J., et al.
Publicado: (2019)

Predicting hospital readmission risk in patients with COVID-19: A machine learning approach
por: Afrash, Mohammad Reza, et al.
Publicado: (2022)

Comparing Machine Learning Classifiers for Predicting Hospital Readmission of Heart Failure Patients in Rwanda
por: Rizinde, Theogene, et al.
Publicado: (2023)

Machine learning prediction of postoperative unplanned 30-day hospital readmission in older adult
por: Li, Linji, et al.
Publicado: (2022)

Machine learning methods to predict 30-day hospital readmission outcome among US adults with pneumonia: analysis of the national readmission database
por: Huang, Yinan, et al.
Publicado: (2022)

Assessment of Time-Series Machine Learning Methods for Forecasting Hospital Discharge Volume
por: McCoy, Thomas H., et al.
Publicado: (2018)

Application of Machine Learning Techniques to Help in the Feature Selection Related to Hospital Readmissions of Suicidal Behavior
por: Castillo-Sánchez, Gema, et al.
Publicado: (2022)

Forecasting Corn Yield With Machine Learning Ensembles
por: Shahhosseini, Mohsen, et al.
Publicado: (2020)

GDP Forecasting: Machine Learning, Linear or Autoregression?
por: Maccarrone, Giovanni, et al.
Publicado: (2021)

Machine learning and earthquake forecasting—next steps
por: Beroza, Gregory C., et al.
Publicado: (2021)

Using the NYHA Classification as Forecasting Tool for Hospital Readmission and Mortality in Heart Failure Patients with COVID-19
por: Citu, Ioana Mihaela, et al.
Publicado: (2022)

Prediction of 30-Day Hospital Readmissions for All-Cause Dental Conditions using Machine Learning
por: Hung, Man, et al.
Publicado: (2020)

Machine-Learning Modeling to Predict Hospital Readmission Following Discharge to Post-Acute Care Settings
por: Howard, Elizabeth, et al.
Publicado: (2020)

The 30-days hospital readmission risk in diabetic patients: predictive modeling with machine learning classifiers
por: Shang, Yujuan, et al.
Publicado: (2021)

Predictive modeling for 14-day unplanned hospital readmission risk by using machine learning algorithms
por: Lo, Yu-Tai, et al.
Publicado: (2021)

Machine learning for comprehensive forecasting of Alzheimer’s Disease progression
por: Fisher, Charles K., et al.
Publicado: (2019)

Forecasting Air Quality in Taiwan by Using Machine Learning
por: Lee, Mike, et al.
Publicado: (2020)

Forecast and prediction of COVID-19 using machine learning
por: Painuli, Deepak, et al.
Publicado: (2021)

Prospects and Challenges of Using Machine Learning for Academic Forecasting
por: Onyema, Edeh Michael, et al.
Publicado: (2022)

Predicting all-cause 90-day hospital readmission for dental patients using machine learning methods
por: Li, Wei, et al.
Publicado: (2021)

Predicting unplanned readmission due to cardiovascular disease in hospitalized patients with cancer: a machine learning approach
por: Han, Sola, et al.
Publicado: (2023)

Performance of advanced machine learning algorithms overlogistic regression in predicting hospital readmissions: A meta-analysis
por: Talwar, Ashna, et al.
Publicado: (2023)

Predicting Hospital Readmission in Heart Failure Patients in Iran: A Comparison of Various Machine Learning Methods
por: Najafi-Vosough, Roya, et al.
Publicado: (2021)

Machine learning based readmission and mortality prediction in heart failure patients
por: Sabouri, Maziar, et al.
Publicado: (2023)

Systematic Review on COVID-19 Readmission and Risk Factors: Future of Machine Learning in COVID-19 Readmission Studies
por: Loo, Wei Kit, et al.
Publicado: (2022)

Data on forecasting energy prices using machine learning
por: Herrera, Gabriel Paes, et al.
Publicado: (2019)

Laboratory earthquake forecasting: A machine learning competition
por: Johnson, Paul A., et al.
Publicado: (2021)

Machine Learning Readmission Risk Modeling: A Pediatric Case Study
por: Wolff, Patricio, et al.
Publicado: (2019)

Correction to: Predictive modeling for 14-day unplanned hospital readmission risk by using machine learning algorithms
por: Lo, Yu-Tai, et al.
Publicado: (2022)

Predicting Hospital Readmission for Campylobacteriosis from Electronic Health Records: A Machine Learning and Text Mining Perspective
por: Zhou, Shang-Ming, et al.
Publicado: (2022)

Using Machine Learning to Predict 30-Day Hospital Readmissions in Patients with Atrial Fibrillation Undergoing Catheter Ablation
por: Hung, Man, et al.
Publicado: (2020)

Forecasting induced seismicity in Oklahoma using machine learning methods
por: Qin, Yan, et al.
Publicado: (2022)

Forecasting medical state transition using machine learning methods
por: Nie, Xiaokai, et al.
Publicado: (2022)

An Entropy-Based Machine Learning Algorithm for Combining Macroeconomic Forecasts
por: Bretó, Carles, et al.
Publicado: (2019)

Forecasting influenza activity using machine-learned mobility map
por: Venkatramanan, Srinivasan, et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_b1k8ifb19urmumrhhkq38bbnaj