Clinical notes: An untapped opportunity for improving risk prediction for hospitalization and emergency department visit during home health care

Detecting Language Associated with Home Health Care Patient’s Risk for Hospitalization and Emergency Department Visit

(2022) Jiyoun Song et al.   NURSING RESEARCH

Exploring prevalence of wound infections and related patient characteristics in homecare using natural language processing

(2021) Kyungmi Woo et al.   International Wound Journal

Predictive Risk Models for Wound Infection-Related Hospitalization or ED Visits in Home Health Care Using Machine-Learning Algorithms

(2021) Jiyoun Song et al.   Advances in Skin & Wound Care

State‐of‐the‐Art Machine Learning Techniques Aiming to Improve Patient Outcomes Pertaining to the Cardiovascular System

(2020) Rahul Kumar Sevakula et al.   Journal of the American Heart Association

Development and validation of early warning score system: A systematic literature review

(2020) Li-Heng Fu et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Early warning scores for detecting deterioration in adult hospital patients: systematic review and critical appraisal of methodology

(2020) Stephen Gerry et al.   BMJ-British Medical Journal

Home Healthcare Clinical Notes Predict Patient Hospitalization and Emergency Department Visits

(2020) Maxim Topaz et al.   NURSING RESEARCH

Nursing documentation of symptoms is associated with higher risk of emergency department visits and hospitalizations in homecare patients

(2020) Maxim Topaz et al.   NURSING OUTLOOK

Mining fall-related information in clinical notes: Comparison of rule-based and novel word embedding-based machine learning approaches

(2019) Maxim Topaz et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Bringing It Home: The Shift in Where Health Care Is Delivered

(2019) Lauran Hardin et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

A Comprehensive Analysis of Synthetic Minority Oversampling Technique (SMOTE) for handling class imbalance

(2019) Dina Elreedy et al.   INFORMATION SCIENCES

Prevalence of food allergies and intolerances documented in electronic health records

(2017) Warren W. Acker et al.   JOURNAL OF ALLERGY AND CLINICAL IMMUNOLOGY

Infection in home health care: Results from national Outcome and Assessment Information Set data

(2015) Jingjing Shang et al.   AMERICAN JOURNAL OF INFECTION CONTROL

The Precision-Recall Plot Is More Informative than the ROC Plot When Evaluating Binary Classifiers on Imbalanced Datasets

(2015) Takaya Saito et al.   PLoS One

Big Data In Health Care: Using Analytics To Identify And Manage High-Risk And High-Cost Patients

(2014) David W. Bates et al.   HEALTH AFFAIRS

Relationship Between Nursing Documentation and Patients' Mortality

(2013) S. A. Collins et al.   AMERICAN JOURNAL OF CRITICAL CARE

SMOTE for high-dimensional class-imbalanced data

(2013) Rok Blagus et al.   BMC BIOINFORMATICS

The Omaha System: a systematic review of the recent literature

(2013) Maxim Topaz et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Public Health Nurses Tailor Interventions for Families at Risk

(2011) Karen A. Monsen et al.   PUBLIC HEALTH NURSING