Cargando…

Development and internal validation of prediction models for future hospital care utilization by patients with multimorbidity using electronic health record data

OBJECTIVE: To develop and internally validate prediction models for future hospital care utilization in patients with multiple chronic conditions. DESIGN: Retrospective cohort study. SETTING: A teaching hospital in the Netherlands (542 beds) PARTICIPANTS: All adult patients (n = 18.180) who received...

Descripción completa

Detalles Bibliográficos
Autores principales:	Verhoeff, Marlies, de Groot, Janke, Burgers, Jako S., van Munster, Barbara C.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Public Library of Science 2022
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8929569/ https://www.ncbi.nlm.nih.gov/pubmed/35298467 http://dx.doi.org/10.1371/journal.pone.0260829

Ejemplares similares

Clusters of medical specialties around patients with multimorbidity – employing fuzzy c-means clustering to explore multidisciplinary collaboration
por: Verhoeff, Marlies, et al.
Publicado: (2023)

Goals of older hospitalized patients with multimorbidity
por: Tent, Sanne, et al.
Publicado: (2023)

Digital technologies in primary care: Implications for patient care and future research
por: Neves, Ana Luísa, et al.
Publicado: (2022)

A three‐goal model for patients with multimorbidity: A qualitative approach
por: Vermunt, Neeltje P., et al.
Publicado: (2017)

Pharmaceutical cost and multimorbidity with type 2 diabetes mellitus using electronic health record data
por: Sancho-Mestre, Carla, et al.
Publicado: (2016)

Associations between PFAS occurrence and multimorbidity as observed in an electronic health record cohort
por: Ward-Caviness, Cavin K, et al.
Publicado: (2022)

Acquisition of temporal patterns from electronic health records: an application to multimorbid patients
por: Ageno, Alicia, et al.
Publicado: (2023)

Identifying multimorbid patients with high care needs - A study based on electronic medical record data
por: Heins, Marianne, et al.
Publicado: (2020)

The updating of clinical practice guidelines: insights from an international survey
por: Alonso-Coello, Pablo, et al.
Publicado: (2011)

International comparison of health spending and utilization among people with complex multimorbidity
por: Figueroa, Jose F., et al.
Publicado: (2021)

Emotional distress, occupational stress and burnout among Family Doctors in Europe: Monitoring and testing of interventions is required
por: Rochfort, Andree, et al.
Publicado: (2021)

Analyses of electronic health records utilization in a large community hospital
por: Verma, Gautam, et al.
Publicado: (2020)

Health care utilization and out-of-pocket expenditure of type 2 diabetic patients: A study in primary care in Bhubaneswar, India
por: Pati, Sandipana, et al.
Publicado: (2022)

Practising person-centred care. Selected abstracts from the virtual 26th WONCA Europe conference, 6–10 July 2021
por: Burgers, Jako S., et al.
Publicado: (2021)

Samen sterk door persoonsgerichte en digitale zorg
por: Boudewijns, Esther, et al.
Publicado: (2022)

Examining multimorbidity differences across racial groups: a network analysis of electronic medical records
por: Kalgotra, Pankush, et al.
Publicado: (2020)

Multimorbidity patterns in patients with heart failure: an observational Spanish study based on electronic health records
por: Gimeno-Miguel, Antonio, et al.
Publicado: (2019)

What Are the Key Ingredients for Effective Public Involvement in Health Care Improvement and Policy Decisions? A Randomized Trial Process Evaluation
por: Boivin, Antoine, et al.
Publicado: (2014)

Multimorbidity and weight loss in obese primary care patients: longitudinal study based on electronic healthcare records
por: Calderón-Larrañaga, Amaia, et al.
Publicado: (2015)

Primary care consultation length by deprivation and multimorbidity in England: an observational study using electronic patient records
por: Gopfert, Anya, et al.
Publicado: (2020)

Personalized Multimorbidity Management for Patients with Type 2 Diabetes Using Reinforcement Learning of Electronic Health Records
por: Zheng, Hua, et al.
Publicado: (2021)

Accuracy of the electronic health record’s problem list in describing multimorbidity in patients with heart failure in the emergency department
por: King, Brandon L., et al.
Publicado: (2022)

How to validate a diagnosis recorded in electronic health records
por: Nissen, Francis, et al.
Publicado: (2019)

Estimating Screening Test Utilization Using Electronic Health Records Data
por: Hubbard, Rebecca A., et al.
Publicado: (2014)

Improving the Quality and Utility of Electronic Health Record Data through Ontologies
por: Lin, Asiyah Yu, et al.
Publicado: (2023)

Phenotypic Disease Network-Based Multimorbidity Analysis in Idiopathic Cardiomyopathy Patients with Hospital Discharge Records
por: Wang, Lei, et al.
Publicado: (2022)

Clustering long-term health conditions among 67728 people with multimorbidity using electronic health records in Scotland
por: Fagbamigbe, Adeniyi Francis, et al.
Publicado: (2023)

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)

Comparison of international guideline programs to evaluate and update the Dutch program for clinical guideline development in physical therapy
por: Van der Wees, Philip J, et al.
Publicado: (2007)

Development and internal validation of a new life expectancy estimator for multimorbid older adults
por: Gastens, V, et al.
Publicado: (2022)

Comparison of the information provided by electronic health records data and a population health survey to estimate prevalence of selected health conditions and multimorbidity
por: Violán, Concepción, et al.
Publicado: (2013)

Utilization, Determinants, and Prospects of Electronic Medical Records in Ethiopia
por: Oumer, Abdu, et al.
Publicado: (2021)

Involving patients in setting priorities for healthcare improvement: a cluster randomized trial
por: Boivin, Antoine, et al.
Publicado: (2014)

Validation of asthma recording in electronic health records: a systematic review
por: Nissen, Francis, et al.
Publicado: (2017)

Construction and Validation of Synthetic Electronic Medical Records
por: Moniz, Linda, et al.
Publicado: (2009)

Validation of an Internationally Derived Patient Severity Phenotype to Support COVID-19 Analytics from Electronic Health Record Data
por: Klann, Jeffrey G, et al.
Publicado: (2021)

Utilizing big data from electronic health records in pediatric clinical care
por: Macias, Charles G., et al.
Publicado: (2022)

Optimising personal continuity: a survey of GPs’ and older patients’ views
por: Groot, Lex, et al.
Publicado: (2023)

Validation of multisource electronic health record data: an application to blood transfusion data
por: Hoeven, Loan R. van, et al.
Publicado: (2017)

In simulated data and health records, latent class analysis was the optimum multimorbidity clustering algorithm
por: Nichols, Linda, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_67e0ag3mbg9ov413ffdcurg2dl