4.1 Article

Effect of early nutritional initiation on post-cerebral infarction discharge destination: A propensity-matched analysis using machine learning

Related references

Note: Only part of the references are listed.
Article Rehabilitation

Development of a Point System to Predict Discharge to Home for Acute Stroke Patients

Kosei Kubo et al.

Summary: A scoring system utilizing the Japan Rehabilitation Database (JRD) was developed to identify acute stroke patients with a high possibility of discharge to home, providing useful information for clinicians. Factors such as age, stroke type, disease severity on admission were found to be associated with the likelihood of patients being discharged home through multivariate logistic regression analysis.
Article Public, Environmental & Occupational Health

History and Profile of Diagnosis Procedure Combination DPC Development of a Real Data Collection System for Acute Inpatient Care in Japan

Kenshi Hayashida et al.

Summary: DPC is a patient classification method developed in Japan to make acute inpatient care transparent and improve medical quality. It has been utilized in the Japanese medical service reimbursement system and has contributed to the development of regional medical care provision systems.

JOURNAL OF EPIDEMIOLOGY (2021)

Article Cardiac & Cardiovascular Systems

A Machine Learning Approach to Management of Heart Failure Populations

Linyuan Jing et al.

JACC-HEART FAILURE (2020)

Article Endocrinology & Metabolism

Risk Assessment of Sarcopenia in Patients With Type 2 Diabetes Mellitus Using Data Mining Methods

Mengzhao Cui et al.

FRONTIERS IN ENDOCRINOLOGY (2020)

Review Nutrition & Dietetics

Malnutrition, Health and the Role of Machine Learning in Clinical Setting

Vaibhav Sharma et al.

FRONTIERS IN NUTRITION (2020)

Article Multidisciplinary Sciences

Propensity score stratification using bootstrap aggregating classification trees analysis

Bambang Widjanarko Otok et al.

HELIYON (2020)

Article Multidisciplinary Sciences

A validation of machine learning-based risk scores in the prehospital setting

Douglas Spangler et al.

PLOS ONE (2019)

Review Geriatrics & Gerontology

Predicting Discharge to Institutional Long-Term Care After Stroke: A Systematic Review and Metaanalysis

Jennifer K. Burton et al.

JOURNAL OF THE AMERICAN GERIATRICS SOCIETY (2018)

Article Nutrition & Dietetics

ESPEN guideline clinical nutrition in neurology

Rosa Burgos et al.

CLINICAL NUTRITION (2018)

Article Medicine, General & Internal

Hospital Discharge Disposition of Stroke Patients in Tennessee

Jin S. Cho et al.

SOUTHERN MEDICAL JOURNAL (2017)

Review Clinical Neurology

Predicting discharge destination after stroke: A systematic review

Margot Mees et al.

CLINICAL NEUROLOGY AND NEUROSURGERY (2016)

Article Clinical Neurology

Undernutrition as a predictor of poor clinical outcomes in acute ischemic stroke patients

Sung-Hee Yoo et al.

ARCHIVES OF NEUROLOGY (2008)