Cargando…

Prediction models using artificial intelligence and longitudinal data from electronic health records: a systematic methodological review

OBJECTIVE: To describe and appraise the use of artificial intelligence (AI) techniques that can cope with longitudinal data from electronic health records (EHRs) to predict health-related outcomes. METHODS: This review included studies in any language that: EHR was at least one of the data sources,...

Descripción completa

Detalles Bibliográficos
Autores principales:	Carrasco-Ribelles, Lucía A, Llanes-Jurado, José, Gallego-Moll, Carlos, Cabrera-Bean, Margarita, Monteagudo-Zaragoza, Mònica, Violán, Concepción, Zabaleta-del-Olmo, Edurne
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Oxford University Press 2023
Materias:	Review
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10654870/ https://www.ncbi.nlm.nih.gov/pubmed/37659105 http://dx.doi.org/10.1093/jamia/ocad168

Ejemplares similares

Contribution of Frailty to Multimorbidity Patterns and Trajectories: Longitudinal Dynamic Cohort Study of Aging People
por: Carrasco-Ribelles, Lucía A, et al.
Publicado: (2023)

Dynamics of multimorbidity and frailty, and their contribution to mortality, nursing home and home care need: A primary care cohort of 1 456 052 ageing people
por: Carrasco-Ribelles, Lucía A., et al.
Publicado: (2022)

Validation of an electronic frailty index with electronic health records: eFRAGICAP index
por: Orfila, Francesc, et al.
Publicado: (2022)

Polypharmacy Patterns in Multimorbid Older People with Cardiovascular Disease: Longitudinal Study
por: Villén, Noemí, et al.
Publicado: (2022)

“Talking on the Phone Is Very Cold”—Primary Health Care Nurses’ Approach to Enabling Patient Participation in the Context of Chronic Diseases during the COVID-19 Pandemic
por: Heumann, Marcus, et al.
Publicado: (2022)

Cardiovascular risk assessment in patients with a severe mental illness: a systematic review and meta-analysis
por: Foguet-Boreu, Quintí, et al.
Publicado: (2016)

Prospect of Artificial Intelligence Based on Electronic Medical Record
por: Lee, Suehyun, et al.
Publicado: (2021)

Applications of Artificial Intelligence to Obesity Research: Scoping Review of Methodologies
por: An, Ruopeng, et al.
Publicado: (2022)

Generating synthetic mixed-type longitudinal electronic health records for artificial intelligent applications
por: Li, Jin, et al.
Publicado: (2023)

Estudio prospectivo de la incidencia de eventos cardiovasculares en adultos jóvenes y su relación con el síndrome metabólico
por: González-Solanellas, Matilde, et al.
Publicado: (2018)

A new methodological series in CKJ: from basic-level methodology to artificial intelligence in medicine
por: Zoccali, Carmine, et al.
Publicado: (2023)

Feasibility Study of an Educational Intervention to Improve Water Intake in Adolescent Soccer Players: A Two-Arm, Non-Randomized Controlled Cluster Trial
por: Martín-Payo, Rubén, et al.
Publicado: (2021)

Advances in artificial intelligence: 17th conference of the spanish association for artificial intelligence, CAEPIA 2016, Salamanca, Spain, September 14-16, 2016 proceedings
por: Luaces, Oscar, et al.
Publicado: (2016)

Applications of Artificial Intelligence to Electronic Health Record Data in Ophthalmology
por: Lin, Wei-Chun, et al.
Publicado: (2020)

Disease-related knowledge measurement instruments of people affected by multiple sclerosis: protocol for a systematic psychometric review
por: Gonzalez-del-Rio, Marina, et al.
Publicado: (2021)

12-year evolution of multimorbidity patterns among older adults based on Hidden Markov Models
por: Roso-Llorach, Albert, et al.
Publicado: (2022)

Advances in artificial intelligence: 16th conference of the spanish association for artiﬁcial intelligence, CAEPIA 2015 Albacete, Spain, November 9-12, 2015 proceedings
por: Puerta, José M, et al.
Publicado: (2015)

Soft clustering using real-world data for the identification of multimorbidity patterns in an elderly population: cross-sectional study in a Mediterranean population
por: Violán, Concepción, et al.
Publicado: (2019)

Explainable artificial intelligence for precision medicine in acute myeloid leukemia
por: Gimeno, Marian, et al.
Publicado: (2022)

Use a web-app to improve breast cancer risk factors and symptoms knowledge and adherence to healthy diet and physical activity in women without breast cancer diagnosis (Precam project)
por: Martín-Payo, Rubén, et al.
Publicado: (2022)

Five-year trajectories of multimorbidity patterns in an elderly Mediterranean population using Hidden Markov Models
por: Violán, Concepción, et al.
Publicado: (2020)

COVID-19 Artificial Intelligence Diagnosis Using Only Cough Recordings
Publicado: (2020)

An artificially intelligent (or algorithm-enhanced) electronic medical record in orofacial pain
por: Paulina Vistoso Monreal, Anette, et al.
Publicado: (2021)

Medication-Related Problems in Older People with Multimorbidity in Catalonia: A Real-World Data Study with 5 Years’ Follow-Up
por: Troncoso-Mariño, Amelia, et al.
Publicado: (2021)

Combined Multimorbidity and Polypharmacy Patterns in the Elderly: A Cross-Sectional Study in Primary Health Care
por: Stafford, Grant, et al.
Publicado: (2021)

Prevalencia y factores asociados al consumo de tabaco en alumnos de enseñanza secundaria de Cataluña
por: Puente, Diana, et al.
Publicado: (2013)

Reliability, Validity, and Feasibility of the Frail-VIG Index
por: Torné, Anna, et al.
Publicado: (2021)

Impact of the COVID-19 lockdown on routine childhood vaccination coverage rates in Catalonia (Spain): a public health register–based study
por: Martínez-Marcos, Montse, et al.
Publicado: (2023)

A Methodology for Semantic Enrichment of Cultural Heritage Images Using Artificial Intelligence Technologies
por: Abgaz, Yalemisew, et al.
Publicado: (2021)

Artificial intelligence in COVID-19 evidence syntheses was underutilized, but impactful: a methodological study
por: Tercero-Hidalgo, Juan R., et al.
Publicado: (2022)

Big data and artificial intelligence (AI) methodologies for computer-aided drug design (CADD)
por: Lee, Jai Woo, et al.
Publicado: (2022)

Artificial Intelligence Inheriting the Historical Crisis in Psychology: An Epistemological and Methodological Investigation of Challenges and Alternatives
por: El Maouch, Mohamad, et al.
Publicado: (2022)

Methodological and Quality Flaws in the Use of Artificial Intelligence in Mental Health Research: Systematic Review
por: Tornero-Costa, Roberto, et al.
Publicado: (2023)

Development and Validation of an Artificial Intelligence System to Optimize Clinician Review of Patient Records
por: Chi, Ethan Andrew, et al.
Publicado: (2021)

Early Detection of Pancreatic Cancer: Applying Artificial Intelligence to Electronic Health Records
por: Kenner, Barbara J., et al.
Publicado: (2021)

Artificial intelligence-based methods for fusion of electronic health records and imaging data
por: Mohsen, Farida, et al.
Publicado: (2022)

Is artificial intelligence capable of generating hospital discharge summaries from inpatient records?
por: Ando, Kenichiro, et al.
Publicado: (2022)

Assessment of the atrial fibrillation burden in Holter ECG recordings using artificial intelligence
por: Hennings, E, et al.
Publicado: (2023)

Artificial intelligence for the recognition of benign lesions of vocal folds from audio recordings
por: Marchese, Maria Raffaella, et al.
Publicado: (2023)

Adaptación y validación de un cuestionario para evaluar las prácticas de autocuidado en población infantil sana residente en España()
por: Urpí-Fernández, Ana-María, et al.
Publicado: (2020)

Cannot write session to /tmp/vufind_sessions/sess_3gn6j8gr00g3e1qduoqbei7lch