Cargando…

Early detection of colorectal cancer by leveraging Dutch primary care consultation notes with free text embeddings

We aimed to assess the added predictive performance that free-text Dutch consultation notes provide in detecting colorectal cancer in primary care, in comparison to currently used models. We developed, evaluated and compared three prediction models for colorectal cancer (CRC) in a large primary care...

Descripción completa

Detalles Bibliográficos
Autores principales:	Luik, Torec T., Abu-Hanna, Ameen, van Weert, Henk C. P. M., Schut, Martijn C.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Nature Publishing Group UK 2023
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10319709/ https://www.ncbi.nlm.nih.gov/pubmed/37402757 http://dx.doi.org/10.1038/s41598-023-37397-2

Ejemplares similares

Predicting future falls in older people using natural language processing of general practitioners’ clinical notes
por: Dormosh, Noman, et al.
Publicado: (2023)

For which clinical rules do doctors want decision support, and why? A survey of Dutch general practitioners
por: Medlock, Stephanie, et al.
Publicado: (2017)

Consultation analysis: use of free text versus coded text
por: Millares Martin, Pablo
Publicado: (2021)

Leveraging word embeddings and medical entity extraction for biomedical dataset retrieval using unstructured texts
por: Wang, Yanshan, et al.
Publicado: (2017)

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)

The added value of text from Dutch general practitioner notes in predictive modeling
por: Seinen, Tom M, et al.
Publicado: (2023)

Effectiveness and usage of a decision support system to improve stroke prevention in general practice: A cluster randomized controlled trial
por: Arts, Derk L., et al.
Publicado: (2017)

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

Addressing Palliative Sedation during Expert Consultation: A Descriptive Analysis of the Practice of Dutch Palliative Care Consultation Teams
por: Hoek, Patrick, et al.
Publicado: (2015)

Acceptance and barriers pertaining to a general practice decision support system for multiple clinical conditions: A mixed methods evaluation
por: Arts, Derk L., et al.
Publicado: (2018)

Frequency and Risk Factors for Under- and Over-Treatment in Stroke Prevention for Patients with Non-Valvular Atrial Fibrillation in General Practice
por: Arts, Derk L., et al.
Publicado: (2013)

GPs’ Interactional Styles in Consultations with Dutch and Ethnic Minority Patients
por: Schouten, Barbara C., et al.
Publicado: (2008)

Leveraging heterogeneous network embedding for metabolic pathway prediction
por: M A Basher, Abdur Rahman, et al.
Publicado: (2020)

Introducing a time out consultation with the general practitioner between diagnosis and start of colorectal cancer treatment: Patient‐reported outcomes
por: Wieldraaijer, Thijs, et al.
Publicado: (2019)

Choice determinants of the mobility in the Dutch health insurance market
por: Mosca, Ilaria, et al.
Publicado: (2007)

Leveraging the potential of synthetic text for AI in mental healthcare
por: Ive, Julia
Publicado: (2022)

Improving stroke prevention in patients with atrial fibrillation
por: Arts, Derk L, et al.
Publicado: (2013)

TARGET-HF: developing a model for detecting incident heart failure among symptomatic patients in general practice using routine health care data
por: De Clercq, Lukas, 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)

Heavily-Doped Bulk Silicon Sidewall Electrodes Embedded between Free-Hanging Microfluidic Channels by Modified Surface Channel Technology
por: Zhao, Yiyuan, et al.
Publicado: (2020)

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

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)

Leveraging text skeleton for de-identification of electronic medical records
por: Zhao, Yue-Shu, et al.
Publicado: (2018)

Who should provide care for patients receiving palliative chemotherapy? A qualitative study among Dutch general practitioners and oncologists
por: Wind, Jan, et al.
Publicado: (2018)

GPs’ perspectives on colorectal cancer screening and their potential influence on FIT-positive patients: an exploratory qualitative study from a Dutch context
por: Bertels, Lucinda, et al.
Publicado: (2019)

From assessment to improvement of elderly care in general practice using decision support to increase adherence to ACOVE quality indicators: study protocol for randomized control trial
por: Eslami, Saeid, et al.
Publicado: (2014)

Novel and Diverse Recommendations by Leveraging Linear Models with User and Item Embeddings
por: Landin, Alfonso, et al.
Publicado: (2020)

Leveraging aspect phrase embeddings for cross-domain review rating prediction
por: Jiang, Aiqi, et al.
Publicado: (2019)

Leveraging graph-based hierarchical medical entity embedding for healthcare applications
por: Wu, Tong, et al.
Publicado: (2021)

Serological testing for Lyme Borreliosis in general practice: A qualitative study among Dutch general practitioners
por: Vreugdenhil, Tjitske M., et al.
Publicado: (2020)

Assessment of functioning in Dutch primary care: Development study of a consultation tool for patients with chronic conditions and multimorbidity
por: Postma, Simone, et al.
Publicado: (2022)

Do general practitioners adhere to the guideline on infectious conjunctivitis? Results of the Second Dutch National Survey of General Practice
por: Rietveld, Remco P, et al.
Publicado: (2007)

Multi-criteria decision-making leveraged by text analytics and interviews with strategists
por: Rave, Jorge Iván Pérez, et al.
Publicado: (2021)

Patient experiences of GP-led colon cancer survivorship care: a Dutch mixed-methods evaluation
por: Vos, Julien AM, et al.
Publicado: (2022)

So You Wanna Be an Embedded Engineer: The Guide to Embedded Engineering, From Consultancy to the Corporate Ladder
por: Edwards, Lewin
Publicado: (2006)

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

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

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)

Leveraging Resources to Remove a Taser Barb Embedded in Bone: Case Report
por: Willoughby, Lauren, et al.
Publicado: (2022)

Consumer price sensitivity in Dutch health insurance
por: van Dijk, Machiel, et al.
Publicado: (2008)

Cannot write session to /tmp/vufind_sessions/sess_ihjd8co4mdpqsbmi492h8jnfdl