Research graph
References from A machine learning model for predicting six-month rehospitalization in heart failure patients with multiple comorbidities. Local targets link to admitted publications; unresolved targets remain external evidence.
Impact of in-hospital cardiac rehabilitation on mortality and re-admissions in heart failure: a population study in Lombardy, Italy, from 2005 to 2012
10.1177/2047487319833512 · 2019 · External reference
Re-admission rates and their impact on hospital financial performance: a study of Washington hospitals
10.1177/0046958019860386 · 2019 · External reference
Admission prioritization of heart failure patients with multiple comorbidities
10.3389/fdgth.2024.1379336 · 2024 · External reference
Implementation of a patient navigator program to reduce 30-day heart failure Re-admission rate
10.1016/j.pcad.2017.07.004 · 2017 · External reference
Hospital strategies associated with 30-day re-admission rates for patients with heart failure
10.1161/circoutcomes.111.000101 · 2013 · External reference
Based real time remote health monitoring systems: a review on patients prioritization and related “Big Data” using body sensors information and communication technology
10.1007/s10916-017-0883-4 · 2018 · External reference
Electronic healthcare records and external outcome data for hospitalized patients with heart failure
10.1038/s41597-021-00835-9 · 2021 · External reference
Hospitalized patients with heart failure: integrating electronic healthcare records and external outcome data (version 1.3)
10.13026/5m60-vs44 · 2022 · External reference
Unresolved reference
External reference
Incremental benefit of drug therapies for chronic heart failure with reduced ejection fraction: a network meta-analysis
10.1002/ejhf.1234 · 2018 · External reference
Triage performance in emergency medicine: a systematic review
10.1016/j.annemergmed.2018.09.022 · 2019 · External reference
Secular trends in first-time hospitalization for heart failure with the following one-year re-admission and mortality rates in the 3.8 million adult population of Silesia, Poland, between 2010 and 2016. The SILCARD database
10.1016/j.ijcard.2018.05.015 · 2018 · External reference
Greater admissions, mortality, and cost of heart failure in adults with congenital heart disease
10.1136/heartjnl-2020-318246 · 2021 · External reference
Patient prioritization in emergency department triage systems: an empirical study of the Canadian triage and acuity scale (CTAS)
10.1287/msom.2018.0719 · 2019 · External reference
Predictors of 30-day unplanned hospital re-admission among adult patients with diabetes mellitus: a systematic review with meta-analysis
10.1136/bmjdrc-2020-001227 · 2020 · External reference
Validated, electronic health record deployable prediction models for assessing patient risk of 30-day rehospitalization and mortality in older heart failure patients
10.1016/j.jchf.2013.01.008 · 2013 · External reference
Predictive modeling of blood pressure during hemodialysis: a comparison of linear model, random forest, support vector regression, XGBoost, LASSO regression, and ensemble method
10.1016/j.cmpb.2020.105536 · 2020 · External reference
Assessing the predictive capability of ensemble tree methods for landslide susceptibility mapping using XGBoost, gradient boosting machine, and random forest
10.1007/s42452-020-3060-1 · 2020 · External reference
Missed diagnoses of acute myocardial infarction in the emergency department: variation by patient and facility characteristics
10.1515/dx-2014-0053 · 2015 · External reference
Improving protein-protein interactions prediction accuracy using XGBoost feature selection and stacked ensemble classifier
10.1016/j.compbiomed.2020.103899 · 2020 · External reference
Length of stay in EDs: variation across classifications of clinical condition and patient discharge disposition
10.1016/j.ajem.2015.09.031 · 2016 · External reference
Development and validation of a prediction model based on comorbidities to estimate the risk of in-hospital death in patients with COVID-19
10.3389/fpubh.2023.1194349 · 2023 · External reference
Unresolved reference
External reference
Patient characteristics predicting re-admission among individuals hospitalized for heart failure
10.1177/1077558715595156 · 2016 · External reference
Noncardiac comorbidity increases preventable hospitalizations and mortality among medicare beneficiaries with chronic heart failure
10.1016/s0735-1097(03)00947-1 · 2003 · External reference
Outcomes in heart failure patients discharged to skilled nursing facilities with delirium
10.1002/ehf2.13895 · 2022 · External reference
Patterns of hospital performance in acute myocardial infarction and heart failure: 30-day mortality and re-admission
10.1161/circoutcomes.109.883256 · 2009 · External reference
Multi-sources data fusion framework for remote triage prioritization in telehealth
10.1007/s10916-014-0103-4 · 2014 · External reference
Exercise training and heart failure: a review of the literature
10.15420/cfr.2018.31.1 · 2019 · External reference
Comparison between emergency severity index and heart failure triage scale in heart failure patients: a randomized clinical trial
10.5847/wjem.j.1920-8642.2019.04.004 · 2019 · External reference
Risk stratification scores for patients with acute heart failure in the emergency department: a systematic review
10.1177/2048872620930889 · 2020 · External reference
Real-Time remote-health monitoring systems: a review on patients prioritization for multiple-chronic diseases, taxonomy analysis, concerns, and solution procedure
10.1007/s10916-019-1362-x · 2019 · External reference
Outcomes in heart failure patients discharged to skilled nursing facilities with delirium
10.1002/ehf2.13895 · ExternalCitation · doi-reference
Incremental benefit of drug therapies for chronic heart failure with reduced ejection fraction: a network meta-analysis
10.1002/ejhf.1234 · ExternalCitation · doi-reference
Multi-sources data fusion framework for remote triage prioritization in telehealth
10.1007/s10916-014-0103-4 · ExternalCitation · doi-reference
Based real time remote health monitoring systems: a review on patients prioritization and related “Big Data” using body sensors information and communication technology
10.1007/s10916-017-0883-4 · ExternalCitation · doi-reference
Real-Time remote-health monitoring systems: a review on patients prioritization for multiple-chronic diseases, taxonomy analysis, concerns, and solution procedure
10.1007/s10916-019-1362-x · ExternalCitation · doi-reference
Assessing the predictive capability of ensemble tree methods for landslide susceptibility mapping using XGBoost, gradient boosting machine, and random forest
10.1007/s42452-020-3060-1 · ExternalCitation · doi-reference
Length of stay in EDs: variation across classifications of clinical condition and patient discharge disposition
10.1016/j.ajem.2015.09.031 · ExternalCitation · doi-reference
Triage performance in emergency medicine: a systematic review
10.1016/j.annemergmed.2018.09.022 · ExternalCitation · doi-reference
Predictive modeling of blood pressure during hemodialysis: a comparison of linear model, random forest, support vector regression, XGBoost, LASSO regression, and ensemble method
10.1016/j.cmpb.2020.105536 · ExternalCitation · doi-reference
Improving protein-protein interactions prediction accuracy using XGBoost feature selection and stacked ensemble classifier
10.1016/j.compbiomed.2020.103899 · ExternalCitation · doi-reference
Secular trends in first-time hospitalization for heart failure with the following one-year re-admission and mortality rates in the 3.8 million adult population of Silesia, Poland, between 2010 and 2016. The SILCARD database
10.1016/j.ijcard.2018.05.015 · ExternalCitation · doi-reference
Validated, electronic health record deployable prediction models for assessing patient risk of 30-day rehospitalization and mortality in older heart failure patients
10.1016/j.jchf.2013.01.008 · ExternalCitation · doi-reference
Implementation of a patient navigator program to reduce 30-day heart failure Re-admission rate
10.1016/j.pcad.2017.07.004 · ExternalCitation · doi-reference
Noncardiac comorbidity increases preventable hospitalizations and mortality among medicare beneficiaries with chronic heart failure
10.1016/s0735-1097(03)00947-1 · ExternalCitation · doi-reference
Electronic healthcare records and external outcome data for hospitalized patients with heart failure
10.1038/s41597-021-00835-9 · ExternalCitation · doi-reference
Predictors of 30-day unplanned hospital re-admission among adult patients with diabetes mellitus: a systematic review with meta-analysis
10.1136/bmjdrc-2020-001227 · ExternalCitation · doi-reference
Greater admissions, mortality, and cost of heart failure in adults with congenital heart disease
10.1136/heartjnl-2020-318246 · ExternalCitation · doi-reference
Patterns of hospital performance in acute myocardial infarction and heart failure: 30-day mortality and re-admission
10.1161/circoutcomes.109.883256 · ExternalCitation · doi-reference
Hospital strategies associated with 30-day re-admission rates for patients with heart failure
10.1161/circoutcomes.111.000101 · ExternalCitation · doi-reference
Re-admission rates and their impact on hospital financial performance: a study of Washington hospitals
10.1177/0046958019860386 · ExternalCitation · doi-reference
Patient characteristics predicting re-admission among individuals hospitalized for heart failure
10.1177/1077558715595156 · ExternalCitation · doi-reference
Impact of in-hospital cardiac rehabilitation on mortality and re-admissions in heart failure: a population study in Lombardy, Italy, from 2005 to 2012
10.1177/2047487319833512 · ExternalCitation · doi-reference
Risk stratification scores for patients with acute heart failure in the emergency department: a systematic review
10.1177/2048872620930889 · ExternalCitation · doi-reference
Patient prioritization in emergency department triage systems: an empirical study of the Canadian triage and acuity scale (CTAS)
10.1287/msom.2018.0719 · ExternalCitation · doi-reference
Hospitalized patients with heart failure: integrating electronic healthcare records and external outcome data (version 1.3)
10.13026/5m60-vs44 · ExternalCitation · doi-reference
Missed diagnoses of acute myocardial infarction in the emergency department: variation by patient and facility characteristics
10.1515/dx-2014-0053 · ExternalCitation · doi-reference
Exercise training and heart failure: a review of the literature
10.15420/cfr.2018.31.1 · ExternalCitation · doi-reference
Admission prioritization of heart failure patients with multiple comorbidities
10.3389/fdgth.2024.1379336 · ExternalCitation · doi-reference
Development and validation of a prediction model based on comorbidities to estimate the risk of in-hospital death in patients with COVID-19
10.3389/fpubh.2023.1194349 · ExternalCitation · doi-reference
Comparison between emergency severity index and heart failure triage scale in heart failure patients: a randomized clinical trial
10.5847/wjem.j.1920-8642.2019.04.004 · ExternalCitation · doi-reference
