Cargando…

Analysis of length of hospital stay using electronic health records: A statistical and data mining approach

BACKGROUND: The length of stay (LOS) is an important indicator of the efficiency of hospital management. Reduction in the number of inpatient days results in decreased risk of infection and medication side effects, improvement in the quality of treatment, and increased hospital profit with more effi...

Descripción completa

Detalles Bibliográficos
Autores principales:	Baek, Hyunyoung, Cho, Minsu, Kim, Seok, Hwang, Hee, Song, Minseok, Yoo, Sooyoung
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Public Library of Science 2018
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5898738/ https://www.ncbi.nlm.nih.gov/pubmed/29652932 http://dx.doi.org/10.1371/journal.pone.0195901

Ejemplares similares

Exploring the potential of OMOP common data model for process mining in healthcare
por: Park, Kangah, et al.
Publicado: (2023)

Conformance Analysis of Clinical Pathway Using Electronic Health Record Data
por: Yoo, Sooyoung, et al.
Publicado: (2015)

Discovery of Outpatient Care Process of a Tertiary University Hospital Using Process Mining
por: Kim, Eunhye, et al.
Publicado: (2013)

Laboratory Environment Monitoring: Implementation Experience and Field Study in a Tertiary General Hospital
por: Kang, Seungjin, et al.
Publicado: (2018)

Establishing a Personal Health Record System in an Academic Hospital: One Year's Experience
por: Ro, Hyun Jung, et al.
Publicado: (2015)

Analysis of the factors influencing healthcare professionals’ adoption of mobile electronic medical record (EMR) using the unified theory of acceptance and use of technology (UTAUT) in a tertiary hospital
por: Kim, Seok, et al.
Publicado: (2016)

Analysis of the Effects of Electronic Medical Records and a Payment Scheme on the Length of Hospital Stay
por: Likka, Melaku Haile, et al.
Publicado: (2022)

Predictors of length of stay in psychiatry: analyses of electronic medical records
por: Wolff, Jan, et al.
Publicado: (2015)

Association of nursing-documented ambulation with length of stay following total laparoscopic hysterectomy for benign gynecologic disease
por: Kim, Kidong, et al.
Publicado: (2013)

Effectiveness of the Use of Standardized Vocabularies on Epilepsy Patient Cohort Generation
por: Jung, Hyesil, et al.
Publicado: (2022)

Predicting Length of Stay for Obstetric Patients via Electronic Medical Records
por: Gao, Cheng, et al.
Publicado: (2017)

Monitor Preference for Electronic Medical Record in Outpatient Clinic
por: Lee, Kee-Hyuck, et al.
Publicado: (2012)

Evaluation of factors that influenced the length of hospital stay using data mining techniques
por: Eskandari, Mehrnoosh, et al.
Publicado: (2022)

User Perspectives on Barriers and Facilitators to the Implementation of Electronic Health Records in Behavioral Hospitals: Qualitative Study
por: Jung, Se Young, et al.
Publicado: (2021)

Calculating hospital length of stay using the Hospital Episode Statistics; a comparison of methodologies
por: Busby, John, et al.
Publicado: (2017)

Coronary Artery Computed Tomography Angiography for Preventing Cardio-Cerebrovascular Disease: Observational Cohort Study Using the Observational Health Data Sciences and Informatics’ Common Data Model
por: Bae, Woo Kyung, et al.
Publicado: (2022)

Avoidable statistical pitfalls in analyzing length of stay in intensive care units or hospitals
por: Wolkewitz, Martin
Publicado: (2014)

Examining the adoption and implementation of behavioral electronic health records by healthcare professionals based on the clinical adoption framework
por: Yoo, Sooyoung, et al.
Publicado: (2022)

Process Mining-Supported Emergency Room Process Performance Indicators †
por: Cho, Minsu, et al.
Publicado: (2020)

The increasing impact of length of stay “outliers” on length of stay at an urban academic hospital
por: Hughes, Andrew H., et al.
Publicado: (2021)

A comparison of statistical methods for modeling count data with an application to hospital length of stay
por: Fernandez, Gustavo A., et al.
Publicado: (2022)

Enhancing User Experience Through User Study: Design of an mHealth Tool for Self-Management and Care Engagement of Cardiovascular Disease Patients
por: Baek, Hyunyoung, et al.
Publicado: (2018)

Characterization of Anti-seizure Medication Treatment Pathways in Pediatric Epilepsy Using the Electronic Health Record-Based Common Data Model
por: Kim, Hunmin, et al.
Publicado: (2020)

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

Use of Data Mining Techniques to Determine and Predict Length of Stay of Cardiac Patients
por: Hachesu, Peyman Rezaei, et al.
Publicado: (2013)

Predicting Patient Length of Stay in Australian Emergency Departments Using Data Mining
por: Gurazada, Sai Gayatri, et al.
Publicado: (2022)

Predicting length of stay from an electronic patient record system: a primary total knee replacement example
por: Carter, Evelene M, et al.
Publicado: (2014)

Prediction of Prolonged Length of Hospital Stay After Cancer Surgery Using Machine Learning on Electronic Health Records: Retrospective Cross-sectional Study
por: Jo, Yong-Yeon, et al.
Publicado: (2021)

Length of stay and cost of birth hospitalization: effects of subfertility and ART
por: Dukhovny, Dmitry, et al.
Publicado: (2018)

Benchmarking and reducing length of stay in Dutch hospitals
por: Borghans, Ine, et al.
Publicado: (2008)

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

Impact of Length of Stay on Readmission in Hospitalized Patients
por: Rachoin, Jean-Sebastien, et al.
Publicado: (2020)

Should length of stay in hospital be the endpoint in arthroplasty?
por: Nordsletten, Lars
Publicado: (2020)

Evaluation of the association of length of stay in hospital and outcomes
por: Han, Thang S, et al.
Publicado: (2021)

Effect of malnutrition on length of hospital stay in children
por: Topal, Ayhatun, et al.
Publicado: (2021)

Complicated appendicitis increases the hospital length of stay
por: Alotaibi, Abdulrahman Muaod, et al.
Publicado: (2022)

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

Association of Interprofessional Discharge Planning Using an Electronic Health Record Tool With Hospital Length of Stay Among Patients with Multimorbidity: A Nonrandomized Controlled Trial
por: Kutz, Alexander, et al.
Publicado: (2022)

Development of a scoring tool for predicting prolonged length of hospital stay in peritoneal dialysis patients through data mining
por: Wu, Jingyi, et al.
Publicado: (2020)

Impact of an Electronic Health Record-Integrated Personal Health Record on Patient Participation in Health Care: Development and Randomized Controlled Trial of MyHealthKeeper
por: Ryu, Borim, et al.
Publicado: (2017)

Cannot write session to /tmp/vufind_sessions/sess_k096i967bcimv2u7r88gs9jtj6