Cover Image

Hospital Length of Stay Prediction for Planned Admissions Using Observational Medical Outcomes Partnership Common Data Model: Retrospective Study

BackgroundAccurate hospital length of stay (LoS) prediction enables efficient resource management. Conventional LoS prediction models with limited covariates and nonstandardized data have limited reproducibility when applied to the general population. ObjectiveIn this study, we developed and validat...

Full description

Saved in:

Bibliographic Details
Main Authors:	Haeun Lee (Author), Seok Kim (Author), Hui-Woun Moon (Author), Ho-Young Lee (Author), Kwangsoo Kim (Author), Se Young Jung (Author), Sooyoung Yoo (Author)
Format:	Book
Published:	JMIR Publications, 2024-11-01T00:00:00Z.
Subjects:	article
Online Access:	Connect to this object online.
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

The Effects of Natural Daylight on Length of Hospital Stay
by: Man Young Park, et al.
Published: (2018)

A qualitative examination of inappropriate hospital admissions and lengths of stay
by: Hammond Christina L, et al.
Published: (2009)

Length of stay and associated costs of obesity related hospital admissions in Ireland
by: O'Donovan Diarmuid, et al.
Published: (2008)

Emergency department Modified Early Warning Score association with admission, admission disposition, mortality, and length of stay
by: Juan J. Delgado-Hurtado, et al.
Published: (2016)

Using admission from the emergency room to improve predictions of resource use and length of stay for acute inpatient admissions in Ontario
by: Alshurafa M, et al.
Published: (2010)

Factors Influencing Discharge Destination and Length of Stay in Stroke Patients in Restorative Rehabilitation Institution
by: Gyu-Bum Lee, et al.
Published: (2024)

Survival model application for analysis of neonatal length of stay
by: Eun Joo Lee
Published: (2020)

Support for Sustainable Use of Personal Health Records: Understanding the Needs of Users as a First Step Towards Patient-Driven Mobile Health
by: Jung, Se Young, et al.
Published: (2017)

Appropriateness of hospital admission and length of stay in the pediatric department of a tertiary care hospital in West Bengal
by: Sampriti Samanta, et al.
Published: (2023)

Age and the Length of Hospital Stay in Patients With Sepsis at the ICU Admission can Prolong the Duration of Endotracheal Intubation
by: Farshid Rahimibashar, et al.
Published: (2021)

The increasing impact of length of stay "outliers" on length of stay at an urban academic hospital
by: Andrew H. Hughes, et al.
Published: (2021)

Factors affecting the length of stay in the emergency department for critically Ill patients transferred to regional emergency medical center
by: Hyungbok Lee, et al.
Published: (2023)

Effect of Delirium Prevention Program on Delirium Occurrence and the Length of Intensive Care Unit (ICU) Stay: A Systematic Review and Meta-Analysis
by: Seang Ryu, et al.
Published: (2022)

Obese trauma patients who sustain orthopaedic fractures experience increased length of stay, ICU admissions and mortality
by: Brendan R Southam, et al.
Published: (2020)

Trends in Medical and Surgical Admission Length of Stay by Race/Ethnicity and Socioeconomic Status: A Time Series Analysis
by: Arnab K. Ghosh, et al.
Published: (2021)

Factors influencing prolonged length of hospital stay and ICU admission in a pediatric population admitted with infectious SARS
by: Dandiany C. SOFKA, et al.
Published: (2022)

Length of Stay, Health Care Cost, Postpartum Discomfort, and Satisfaction with Medical Service in Puerperas Giving Birth in Midwifery Clinic and Hospitals
by: Mi Ran Park, et al.
Published: (2018)

Transformation of Pathology Reports Into the Common Data Model With Oncology Module: Use Case for Colon Cancer
by: Ryu, Borim, et al.
Published: (2020)

Association between loop diuretic dose administered in first 24 hours of heart failure admissions and length of hospital stay
by: Ahmad Ramy Elashery, et al.
Published: (2018)

Exploring if day and time of admission is associated with average length of stay among inpatients from a tertiary hospital in Singapore: an analytic study based on routine admission data
by: Chen Mark IC, et al.
Published: (2006)

Factors predicting hospital length-of-stay and readmission after colorectal resection: a population-based study of elective and emergency admissions
by: Kelly Maria, et al.
Published: (2012)

Prolonged length of stay for acute hospital admissions as the increasing of age: A nationwide population study for Taiwan's patients with cerebral palsy
by: Kuo-Liang Chiang, et al.
Published: (2019)

Determining Factors Influencing Length of Stay and Predicting Length of Stay Using Data Mining in the General Surgery Department
by: Samaneh Aghajani, et al.
Published: (2016)

Development of Comprehensive Personal Health Records Integrating Patient-Generated Health Data Directly From Samsung S-Health and Apple Health Apps: Retrospective Cross-Sectional Observational Study
by: Jung, Se Young, et al.
Published: (2019)

Development and Validation of a Prognostic Classification Model Predicting Postoperative Adverse Outcomes in Older Surgical Patients Using a Machine Learning Algorithm: Retrospective Observational Network Study
by: Jung-Yeon Choi, et al.
Published: (2023)

Serum Vitamin D levels at admission predict the length of intensive care unit stay but not in-hospital mortality of critically ill surgical patients
by: Nafiseh Alizadeh, et al.
Published: (2015)

Safety climate, safety climate strength, and length of stay in the NICU
by: Daniel S. Tawfik, et al.
Published: (2019)

Impact of Personal Health Records and Wearables on Health Outcomes and Patient Response: Three-Arm Randomized Controlled Trial
by: Kim, Jeong-Whun, et al.
Published: (2019)

Hospital length of stay variation and comorbidity of mental illness: a retrospective study of five common chronic medical conditions
by: Nazlee Siddiqui, et al.
Published: (2018)

Perioperative risk factors impact on intensive care unit length of stay (ICU length of stay) in oral squamous cell carcinoma
by: Abdo Ahmed Saleh Mohamed, et al.
Published: (2023)

A preoperative education class reduces length of stay for total knee replacement patients identified at risk of an extended length of stay
by: Krisztian Sisak, et al.
Published: (2019)

Benchmarking and reducing length of stay in Dutch hospitals
by: Heijink Richard, et al.
Published: (2008)

Modelling length of hospital stay in motor victims
by: Mercedes Ayuso-Gutiérrez, et al.
Published: (2015)

Medicare's comprehensive care for joint replacement model increased public hospitals' inpatient length of stay
by: Narae Kim, et al.
Published: (2024)

Factors influencing hospital high length of stay outliers
by: Freitas Alberto, et al.
Published: (2012)

THE EFFECT OF CLINICAL PATHWAY COMPLIANCE IN REDUCING LENGTH OF STAY
by: Michael Siswanto, et al.
Published: (2020)

Factors that contribute to prolonged length of stay in the hospital environment
by: Ana Maria Nunes Silva, et al.
Published: (2014)

Factors that contribute to prolonged length of stay in the hospital environment
by: Ana Maria Nunes Silva, et al.
Published: (2014)

Factors that contribute to prolonged length of stay in the hospital environment
by: Ana Maria Nunes Silva, et al.
Published: (2014)

Factors that contribute to prolonged length of stay in the hospital environment
by: Ana Maria Nunes Silva, et al.
Published: (2014)