AIMC Topic: Patient Readmission

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Chronic Kidney Disease Is an Independent Risk Factor for Transfusion, Cardiovascular Complication, and Thirty-Day Readmission in Minimally Invasive Total Knee Arthroplasty.

The Journal of arthroplasty Dec 14, 2016
BACKGROUND: Little is known about the relationship between chronic kidney disease (CKD) and minimally invasive total knee arthroplasty (MIS-TKA). We hypothesized that CKD was an independent risk factor for postoperative complications and increased bl...
Blood Transfusion Minimally Invasive Surgical Procedures Patient Readmission Arthroplasty, Replacement, Knee Osteoarthritis, Knee Humans Prospective Studies Male Cardiovascular Diseases Middle Aged Case-Control Studies Renal Insufficiency, Chronic Retrospective Studies Female Risk Factors Aged Aged, 80 and over
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Ileostomy creation in colorectal cancer surgery: risk of acute kidney injury and chronic kidney disease.

The Journal of surgical research Nov 29, 2016
BACKGROUND: Ileostomy creation is associated with postoperative dehydration and readmission; however, the effect on renal function is unknown. Our goal was to characterize the impact of ileostomy creation on acute and chronic renal function.
Follow-Up Studies Middle Aged Humans Aged Postoperative Complications Retrospective Studies Patient Readmission Logistic Models Acute Kidney Injury Aged, 80 and over Proportional Hazards Models Renal Insufficiency, Chronic Female Adult Propensity Score Treatment Outcome Risk Factors Colorectal Neoplasms Ileostomy Male
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Analysis of Machine Learning Techniques for Heart Failure Readmissions.

Circulation. Cardiovascular quality and outcomes Nov 8, 2016
BACKGROUND: The current ability to predict readmissions in patients with heart failure is modest at best. It is unclear whether machine learning techniques that address higher dimensional, nonlinear relationships among variables would enhance predict...
Risk Factors Aged Male Middle Aged Risk Assessment Humans Algorithms Databases, Factual Female Reproducibility of Results Nonlinear Dynamics Data Mining Time Factors Telemedicine Logistic Models Patient Readmission Support Vector Machine Randomized Controlled Trials as Topic Heart Failure
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Predicting early psychiatric readmission with natural language processing of narrative discharge summaries.

Translational psychiatry Oct 18, 2016
The ability to predict psychiatric readmission would facilitate the development of interventions to reduce this risk, a major driver of psychiatric health-care costs. The symptoms or characteristics of illness course necessary to develop reliable pre...
Kaplan-Meier Estimate Patient Discharge Summaries Massachusetts Time Factors Models, Statistical Narration Natural Language Processing Patient Readmission Humans Electronic Health Records Female Male Aged Middle Aged Adult Risk Assessment Depressive Disorder, Major Cohort Studies
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A mixed-ensemble model for hospital readmission.

Artificial intelligence in medicine Aug 31, 2016
OBJECTIVE: A hospital readmission is defined as an admission to a hospital within a certain time frame, typically thirty days, following a previous discharge, either to the same or to a different hospital. Because most patients are not readmitted, th...
Time Factors ROC Curve Support Vector Machine Heart Failure Humans Patient Readmission Forecasting Hospitalization
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Automated identification and predictive tools to help identify high-risk heart failure patients: pilot evaluation.

Journal of the American Medical Informatics Association : JAMIA Feb 17, 2016
OBJECTIVE: Develop and evaluate an automated identification and predictive risk report for hospitalized heart failure (HF) patients.
Humans Electronic Health Records Severity of Illness Index Pilot Projects Natural Language Processing Heart Failure Patient Readmission Analysis of Variance Female Hospitalization Sensitivity and Specificity Male Risk Assessment Hospital Information Systems Decision Making, Computer-Assisted
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Feasibility of 30-day hospital readmission prediction modeling based on health information exchange data.

International journal of medical informatics Sep 14, 2015
INTRODUCTION: Unplanned 30-day hospital readmission account for roughly $17 billion in annual Medicare spending. Many factors contribute to unplanned hospital readmissions and multiple models have been developed over the years to predict them. Most r...
Pattern Recognition, Automated Vocabulary, Controlled Health Information Exchange Models, Statistical Natural Language Processing Feasibility Studies Data Mining Patient Readmission Humans Computer Simulation Reproducibility of Results Sensitivity and Specificity Prevalence
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The use of artificial neural networks to predict delayed discharge and readmission in enhanced recovery following laparoscopic colorectal cancer surgery.

Techniques in coloproctology Jun 19, 2015
BACKGROUND: Artificial neural networks (ANNs) can be used to develop predictive tools to enable the clinical decision-making process. This study aimed to investigate the use of an ANN in predicting the outcomes from enhanced recovery after colorectal...
Aftercare Patient Discharge Patient Compliance Patient Readmission Colectomy Time Factors Logistic Models Neoadjuvant Therapy Area Under Curve Laparoscopy Retrospective Studies Female Colorectal Neoplasms Male Length of Stay Humans Neural Networks, Computer Prospective Studies
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Factors influencing same-day hospital discharge and risk factors for readmission after robotic surgery in the gynecologic oncology patient population.

Journal of minimally invasive gynecology Oct 7, 2014
STUDY OBJECTIVE: To determine the factors that allow for a safe outpatient robotic-assisted minimally invasive gynecologic oncology surgery procedure.
Humans Retrospective Studies Female Risk Factors Aged Minimally Invasive Surgical Procedures Adolescent Adult Patient Discharge Genital Neoplasms, Female Logistic Models Male Lung Diseases Hysterectomy Ovariectomy Middle Aged Cost-Benefit Analysis Ambulatory Surgical Procedures Age Factors Patient Readmission Comorbidity Robotics Length of Stay
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Development of Multivariable Prediction Models for 30-Day Risk of Readmission After COPD Hospital Admission: A Retrospective Cohort Study Using Electronic Medical Record Data from 7 Hospitals.

Studies in health technology and informatics Aug 7, 2025
BACKGROUND: Approximately 20% of patients who are discharged from hospital for an acute exacerbation of COPD (AECOPD) are readmitted within 30 days. Prediction scores are helpful to identify those who are at higher risk of readmission, such that they...
Humans Retrospective Studies Male Middle Aged Risk Assessment Ontario Canada Patient Readmission Electronic Health Records Female Risk Factors Aged Pulmonary Disease, Chronic Obstructive
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