Cargando…

Predicting future falls in older people using natural language processing of general practitioners’ clinical notes

BACKGROUND: Falls in older people are common and morbid. Prediction models can help identifying individuals at higher fall risk. Electronic health records (EHR) offer an opportunity to develop automated prediction tools that may help to identify fall-prone individuals and lower clinical workload. Ho...

Descripción completa

Detalles Bibliográficos
Autores principales:	Dormosh, Noman, Schut, Martijn C, Heymans, Martijn W, Maarsingh, Otto, Bouman, Jonathan, van der Velde, Nathalie, Abu-Hanna, Ameen
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Oxford University Press 2023
Materias:	Research Paper
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10071555/ https://www.ncbi.nlm.nih.gov/pubmed/37014000 http://dx.doi.org/10.1093/ageing/afad046

Ejemplares similares

Development and Internal Validation of a Risk Prediction Model for Falls Among Older People Using Primary Care Electronic Health Records
por: Dormosh, Noman, et al.
Publicado: (2021)

Early detection of colorectal cancer by leveraging Dutch primary care consultation notes with free text embeddings
por: Luik, Torec T., et al.
Publicado: (2023)

Development of the ADFICE_IT Models for Predicting Falls and Recurrent Falls in Community-Dwelling Older Adults: Pooled Analyses of European Cohorts With Special Attention to Medication
por: van de Loo, Bob, et al.
Publicado: (2022)

Natural language processing algorithms for mapping clinical text fragments onto ontology concepts: a systematic review and recommendations for future studies
por: Kersloot, Martijn G., et al.
Publicado: (2020)

Adverse drug event detection using natural language processing: A scoping review of supervised learning methods
por: Murphy, Rachel M., et al.
Publicado: (2023)

Development of a prediction model for foot ulcer recurrence in people with diabetes using easy-to-obtain clinical variables
por: aan de Stegge, Wouter B, et al.
Publicado: (2021)

Factors associated with recognition and prioritization for falling, and the effect on fall incidence in community dwelling older adults
por: Jansen, Sofie, et al.
Publicado: (2015)

Potentially inappropriate medications and their effect on falls during hospital admission
por: Damoiseaux-Volman, Birgit A, et al.
Publicado: (2021)

Machine learning models for predicting acute kidney injury: a systematic review and critical appraisal
por: Vagliano, Iacopo, et al.
Publicado: (2022)

External validation of the Johns Hopkins Fall Risk Assessment Tool in older Dutch hospitalized patients
por: Damoiseaux-Volman, Birgit A., et al.
Publicado: (2022)

Risk Factors for Incident Stroke and Its Subtypes in China: A Prospective Study
por: Qi, Wenwei, et al.
Publicado: (2020)

Treatment success of internet-based vestibular rehabilitation in general practice: development and internal validation of a prediction model
por: van Vugt, Vincent A, et al.
Publicado: (2020)

The authors reply: Letter on: “ Sarcopenia and its association with falls and fracturesin older adults: A systematic review andmeta‐analysis” by Zhang et al.
por: Yeung, Suey S.Y., et al.
Publicado: (2020)

Electronic health record-based prediction models for in-hospital adverse drug event diagnosis or prognosis: a systematic review
por: Yasrebi-de Kom, Izak A R, et al.
Publicado: (2023)

Nudging General Practitioners to explore suicidal thoughts among depressed patients
por: Elzinga, Elke, et al.
Publicado: (2023)

Acute kidney injury associated with nephrotoxic drugs in critically ill patients: a multicenter cohort study using electronic health record data
por: Yasrebi-de Kom, Izak A R, et al.
Publicado: (2023)

Notes for Practitioners
por: Potter, Geo. W.
Publicado: (1888)

Perceptions and behavior of clinical researchers and research support staff regarding data FAIRification
por: Kersloot, Martijn G., et al.
Publicado: (2022)

The rise and fall of rationality in language
por: Scheffer, Marten, et al.
Publicado: (2021)

Incorrect application of the KDIGO acute kidney injury staging criteria
por: Yasrebi-de Kom, Izak A R, et al.
Publicado: (2021)

Association of Proton Pump Inhibitor Use With Risk of Acquiring Drug-Resistant Enterobacterales
por: Willems, Roel P. J., et al.
Publicado: (2023)

Automated SNOMED CT concept and attribute relationship detection through a web-based implementation of cTAKES
por: Kersloot, Martijn G., et al.
Publicado: (2019)

How to tackle the global challenge of falls?
por: Seppala, Lotta J, et al.
Publicado: (2022)

A Propensity Score Matched Approach to Assess the Associations of Commonly Prescribed Medications with Fall Risk in a Large Harmonized Cohort of Older Ambulatory Persons
por: Seppala, L. J., et al.
Publicado: (2021)

Functional fitness and fall risk in older adults practitioners or non-practitioners of Tai Chi
por: Gómez-Campos, Rossana, et al.
Publicado: (2023)

Some Valuable Notes for Practitioners
Publicado: (1921)

Diagnostic behaviour of general practitioners when suspecting Lyme disease: a database study from 2010-2015
por: Botman, Esmée, et al.
Publicado: (2018)

The perspectives of healthcare practitioners on fall risk factors in older adults
por: de Clercq, Hendrika, et al.
Publicado: (2020)

Language and Emotion – A Foosball Study: The Influence of Affective State on Language Production in a Competitive Setting
por: Braun, Nadine, et al.
Publicado: (2019)

Usual care and management of fall risk increasing drugs in older dizzy patients in Dutch general practice
por: Stam, Hanneke, et al.
Publicado: (2016)

Protocol for a systematic review and meta-analysis assessing the effectiveness of deprescribing in falls prevention in older people
por: Seppala, Lotta J, et al.
Publicado: (2021)

The Relationships of Health Behaviour and Psychological Characteristics with Spontaneous Preterm Birth in Nulliparous Women
por: Baron, Ruth, et al.
Publicado: (2016)

A comparison of RIFLE with and without urine output criteria for acute kidney injury in critically ill patients
por: Wlodzimirow, Kama A, et al.
Publicado: (2012)

Note on Loss of Memory Following a Fall
por: Felkin, R. W.
Publicado: (1895)

Falls in People with Multiple Sclerosis Compared with Falls in Healthy Controls
por: Mazumder, Rajarshi, et al.
Publicado: (2014)

Prediction of Falls and/or Near Falls in People with Mild Parkinson’s Disease
por: Lindholm, Beata, et al.
Publicado: (2015)

Falls in people with multiple sclerosis: experiences of 115 fall situations
por: Carling, Anna, et al.
Publicado: (2017)

Preventing falls: the use of machine learning for the prediction of future falls in individuals without history of fall
por: Bargiotas, Ioannis, et al.
Publicado: (2022)

Code Injection Attacks in Wireless-Based Internet of Things (IoT): A Comprehensive Review and Practical Implementations
por: Noman, Haitham Ameen, et al.
Publicado: (2023)

Favorite Prescriptions of Distinguished Practitioners, with Notes of Treatment
Publicado: (1889)

Cannot write session to /tmp/vufind_sessions/sess_ip76ot1ogjdm45jk2nhk44dfq9