4.3 Article

Effective Analysis of Inpatient Satisfaction: The Random Forest Algorithm

Related references

Note: Only part of the references are listed.
Article Computer Science, Information Systems

Consultation length and no-show prediction for improving appointment scheduling efficiency at a cardiology clinic: A data analytics approach

Sharan Srinivas et al.

Summary: This study demonstrates the successful prediction of consultation length and patient no-shows using machine learning algorithms. By integrating models, the prediction accuracy was improved, reducing resource wastage and significantly decreasing patient waiting time and doctor idle time. It provides an effective approach to enhancing resource utilization.

INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS (2021)

Article Computer Science, Interdisciplinary Applications

Logistic regression paradigm for training a single-hidden layer feedforward neural network. Application to gene expression datasets for cancer research

Smaranda Belciug

JOURNAL OF BIOMEDICAL INFORMATICS (2020)

Article Engineering, Biomedical

Phase diagram and ridge logistic regression in stable gene selection

Elahe Khani et al.

BIOCYBERNETICS AND BIOMEDICAL ENGINEERING (2020)

Article Environmental Sciences

A Machine Learning-Based Approach for Predicting Patient Punctuality in Ambulatory Care Centers

Sharan Srinivas

INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH (2020)

Article Health Care Sciences & Services

Logistic regression was as good as machine learning for predicting major chronic diseases

Simon Nusinovici et al.

JOURNAL OF CLINICAL EPIDEMIOLOGY (2020)

Article Health Policy & Services

The Mayo Clinic Hospital Mortality Reduction Project: Description and Results

Jeff T. Mueller et al.

JOURNAL OF HEALTHCARE MANAGEMENT (2020)

Article Computer Science, Artificial Intelligence

Epileptic seizure detection using hybrid machine learning methods

Abdulhamit Subasi et al.

NEURAL COMPUTING & APPLICATIONS (2019)

Article Emergency Medicine

NURSE-LEADER COLLABORATIVE IMPROVEMENT PROJECT: IMPROVING PATIENT EXPERIENCE IN THE EMERGENCY DEPARTMENT

Susan McFarlan et al.

JOURNAL OF EMERGENCY NURSING (2019)

Article Environmental Sciences

Assessing Spatial Accessibility to Medical Resources at the Community Level in Shenzhen, China

Lei Zhu et al.

INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH (2019)

Article Education & Educational Research

Receiver Operating Characteristic (ROC) Area Under the Curve (AUC): A Diagnostic Measure for Evaluating the Accuracy of Predictors of Education Outcomes

Alex J. Bowers et al.

JOURNAL OF EDUCATION FOR STUDENTS PLACED AT RISK (2019)

Article Computer Science, Information Systems

Detection of Surgical Site Infection Utilizing Automated Feature Generation in Clinical Notes

Feichen Shen et al.

JOURNAL OF HEALTHCARE INFORMATICS RESEARCH (2019)

Editorial Material Medicine, General & Internal

Big Data and Machine Learning in Health Care

Andrew L. Beam et al.

JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION (2018)

Article Emergency Medicine

USING THE EVIDENCE-BASED PRACTICE SERVICE NURSING BUNDLE TO INCREASE PATIENT SATISFACTION

Mary Kate Dilts Skaggs et al.

JOURNAL OF EMERGENCY NURSING (2018)

Article Environmental Sciences

Evaluation of Patient and Medical Staff Satisfaction regarding Healthcare Services in Wuhan Public Hospitals

Runtang Meng et al.

INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH (2018)

Article Computer Science, Information Systems

Deep Learning Applications in Medical Image Analysis

Justin Ker et al.

IEEE ACCESS (2018)

Article Medicine, General & Internal

Potential Biases in Machine Learning Algorithms Using Electronic Health Record Data

Milena A. Gianfrancesco et al.

JAMA INTERNAL MEDICINE (2018)

Article Medicine, General & Internal

Reliability and validity of an indicator system used to evaluate outpatient and inpatient satisfaction in Chinese hospitals

Jun Zhang et al.

PATIENT PREFERENCE AND ADHERENCE (2018)

Article Surgery

Detection of clinically important colorectal surgical site infection using Bayesian network

Sunghwan Sohn et al.

JOURNAL OF SURGICAL RESEARCH (2017)

Article Surgery

Diagnosing Surgical Site Infection Using Wound Photography: A Scenario-Based Study

Patrick C. Sanger et al.

JOURNAL OF THE AMERICAN COLLEGE OF SURGEONS (2017)

Article Radiology, Nuclear Medicine & Medical Imaging

Machine Learning for Medical Imaging1

Bradley J. Erickson et al.

RADIOGRAPHICS (2017)

Article Biochemical Research Methods

Inferring the soybean (Glycine max) microRNA functional network based on target gene network

Yungang Xu et al.

BIOINFORMATICS (2014)

Article Biochemical Research Methods

A gradient-boosting approach for filtering de novo mutations in parent-offspring trios

Yongzhuang Liu et al.

BIOINFORMATICS (2014)

Article Public, Environmental & Occupational Health

Progress and challenges of the rural cooperative medical scheme in China

Qingyue Meng et al.

BULLETIN OF THE WORLD HEALTH ORGANIZATION (2014)

Article Emergency Medicine

RIGHT TO KNOW: REDUCING RISKS OF FECAL PATHOGEN EXPOSURE FOR ED PATIENTS AND STAFF

Molly Bridget Delaney

JOURNAL OF EMERGENCY NURSING (2014)

Article Health Care Sciences & Services

Measuring Patient Experience: Concepts and Methods

Faraz Ahmed et al.

PATIENT-PATIENT CENTERED OUTCOMES RESEARCH (2014)

Article Health Care Sciences & Services

Putting the patient' in patient safety: a qualitative study of consumer experiences

Cheryl Rathert et al.

HEALTH EXPECTATIONS (2012)

Article Biochemical Research Methods

SNP Selection and Classification of Genome-Wide SNP Data Using Stratified Sampling Random Forests

Qingyao Wu et al.

IEEE TRANSACTIONS ON NANOBIOSCIENCE (2012)

Article Biochemistry & Molecular Biology

Computational prediction and analysis of protein gamma-carboxylation sites based on a random forest method

Ning Zhang et al.

MOLECULAR BIOSYSTEMS (2012)

Article Biochemical Research Methods

A Fast Hierarchical Clustering Algorithm for Functional Modules Discovery in Protein Interaction Networks

Jianxin Wang et al.

IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS (2011)

Article Biochemical Research Methods

Methods for Identifying SNP Interactions: A Review on Variations of Logic Regression, Random Forest and Bayesian Logistic Regression

Carla Chia-Ming Chen et al.

IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS (2011)

Article Biochemistry & Molecular Biology

A screening methodology based on Random Forests to improve the detection of gene-gene interactions

Lizzy De Lobel et al.

EUROPEAN JOURNAL OF HUMAN GENETICS (2010)

Article Economics

Alternative methods of predicting competitive events: An application in horserace betting markets

Stefan Lessmann et al.

INTERNATIONAL JOURNAL OF FORECASTING (2010)

Article Computer Science, Artificial Intelligence

Churn prediction in subscription services: An application of support vector machines while comparing two parameter-selection techniques

Kristof Coussement et al.

EXPERT SYSTEMS WITH APPLICATIONS (2008)

Article Computer Science, Artificial Intelligence

Predicting customer loyalty using the internal transactional database

Wouter Buckinx et al.

EXPERT SYSTEMS WITH APPLICATIONS (2007)

Article Computer Science, Artificial Intelligence

Predicting customer retention and profitability by using random forests and regression forests techniques

B Larivière et al.

EXPERT SYSTEMS WITH APPLICATIONS (2005)