Cargando…

Automating venous thromboembolism risk assessment: a dual-branch deep learning method using electronic medical records

BACKGROUND: Venous thromboembolism (VTE) is a prevalent cardiovascular disease. Although risk assessment and preventive measures are effective, manual assessment is inefficient and covers a small population in clinical practice. Hence, it is necessary to explore intelligent methods for VTE risk asse...

Descripción completa

Detalles Bibliográficos
Autores principales:	Yang, Jianhua, He, Jianfeng, Zhang, Hongjiang
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2023
Materias:	Medicine
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10449249/ https://www.ncbi.nlm.nih.gov/pubmed/37636570 http://dx.doi.org/10.3389/fmed.2023.1237616

Ejemplares similares

Editorial: Venous thromboembolism and pregnancy
por: Tardy, Bernard, et al.
Publicado: (2022)

Systematic Screening for Deep Vein Thrombosis in Critically Ill Inpatients With COVID-19: Impact on the Incidence of Venous Thromboembolism
por: Lapébie, François-Xavier, et al.
Publicado: (2021)

Venous Thromboembolism Risk Score and Pregnancy
por: Raia-Barjat, Tiphaine, et al.
Publicado: (2022)

Editorial: COVID-19 and Venous Thromboembolism
por: Yamashita, Yugo
Publicado: (2021)

Venous thromboembolism in in-hospital cirrhotic patients: A systematic review
por: da Cruz Renó, Leonardo, et al.
Publicado: (2022)

Electronic medical record phenotyping using the anchor and learn framework
por: Halpern, Yoni, et al.
Publicado: (2016)

Deep-ADCA: Development and Validation of Deep Learning Model for Automated Diagnosis Code Assignment Using Clinical Notes in Electronic Medical Records
por: Masud, Jakir Hossain Bhuiyan, et al.
Publicado: (2022)

Development of a computable phenotype using electronic health records for venous thromboembolism in medical inpatients: the Medical Inpatient Thrombosis and Hemostasis study
por: Thomas, Ryan M., et al.
Publicado: (2023)

Frequency of Venous Thromboembolism in Patients with Liver Cirrhosis
por: Omer Sultan, Muhammad, et al.
Publicado: (2020)

Venous Thromboembolism: An Unusual Presentation of Pulmonary Tuberculosis
por: Purayil, Nishan K, et al.
Publicado: (2021)

Preeclampsia and Venous Thromboembolism: Pathophysiology and Potential Therapy
por: Raia-Barjat, Tiphaine, et al.
Publicado: (2022)

Electronic health record risk-stratification tool reduces venous thromboembolism events in surgical patients()
por: Rastogi, Radhika, et al.
Publicado: (2022)

Association Between Anticoagulation Outcomes and Venous Thromboembolism History in Chronic Thromboembolic Pulmonary Hypertension
por: Zhu, Yong-Jian, et al.
Publicado: (2021)

Differential Presentations of Arterial Thromboembolic Events Between Venous Thromboembolism and Atrial Fibrillation Patients
por: Lin, Yu-Sheng, et al.
Publicado: (2021)

Nursing management of treatment-related venous thromboembolism in patients with multiple myeloma
por: Yang, Bianhong, et al.
Publicado: (2023)

Ontology-based venous thromboembolism risk assessment model developing from medical records
por: Yang, Yuqing, et al.
Publicado: (2019)

Cocaine: A Provoking Risk Factor in Venous Thromboembolism
por: Griffin, Daniel, et al.
Publicado: (2019)

Clinical epidemiology of venous thromboembolic disease: An institutional registry
por: AlSheef, Mohammed, et al.
Publicado: (2022)

Evaluation of the Padua Prediction Score ability to predict venous thromboembolism in Israeli non-surgical hospitalized patients using electronic medical records
por: Lavon, O., et al.
Publicado: (2022)

Development and validation of machine learning models for venous thromboembolism risk assessment at admission: a retrospective study
por: Sheng, Wenbo, et al.
Publicado: (2023)

Prediction of Endometrial Carcinoma Using the Combination of Electronic Health Records and an Ensemble Machine Learning Method
por: Wang, Wenwen, et al.
Publicado: (2022)

Venous Thromboembolism in Patients With Brain Cancer: Focus on Prophylaxis and Management
por: Kabashneh, Sohaip, et al.
Publicado: (2020)

Hypercholesterolemia and COVID-19: Statins for Lowering the Risk of Venous Thromboembolism
por: Vuorio, Alpo, et al.
Publicado: (2021)

Preventing Postpartum Venous Thromboembolism in 2022: A Narrative Review
por: Blondon, Marc, et al.
Publicado: (2022)

Protein S Deficiency and the Risk of Venous Thromboembolism in the Han Chinese Population
por: Wu, Yingying, et al.
Publicado: (2022)

Obstructive Sleep Apnea and Venous Thromboembolism: Unraveling the Emerging Association
por: Bhutada, Sahil P, et al.
Publicado: (2023)

DeepStrain: A Deep Learning Workflow for the Automated Characterization of Cardiac Mechanics
por: Morales, Manuel A., et al.
Publicado: (2021)

Development and Validation of a Risk Prediction Model for Venous Thromboembolism in Lung Cancer Patients Using Machine Learning
por: Lei, Haike, et al.
Publicado: (2022)

Physicians' Views on Utilization of an Electronic Health Record–Embedded Calculator to Assess Risk for Venous Thromboembolism among Medical Inpatients: A Qualitative Study
por: Moss, Stephanie R., et al.
Publicado: (2022)

Improving sensitivity of machine learning methods for automated case identification from free-text electronic medical records
por: Afzal, Zubair, et al.
Publicado: (2013)

Automated methods for the summarization of electronic health records
por: Pivovarov, Rimma, et al.
Publicado: (2015)

Documentation of Dual Sensory Impairment in Electronic Medical Records
por: Dullard, Brittney, et al.
Publicado: (2016)

Automated electronic medical record sepsis detection in the emergency department
por: Nguyen, Su Q., et al.
Publicado: (2014)

The Impact of Automated Electronic Surveillance of Electronic Medical Records on Pediatric Inpatient Care
por: Emmanuel, Jais, et al.
Publicado: (2018)

Cancer-Associated Venous Thromboembolism: A Practical Review Beyond Low-Molecular-Weight Heparins
por: Smrke, Alannah, et al.
Publicado: (2017)

Prevalence of Venous Thromboembolism in Critically Ill Patients With Coronavirus Disease 2019: A Meta-Analysis
por: Wu, Changgang, et al.
Publicado: (2021)

Risk Factors of Venous Thromboembolism in Inflammatory Bowel Disease: A Systematic Review and Meta-Analysis
por: Zhang, Hua, et al.
Publicado: (2021)

Venous Thromboembolism in Cancer: An Update of Treatment and Prevention in the Era of Newer Anticoagulants
por: Qureshi, Waqas, et al.
Publicado: (2016)

Treatment with rivaroxaban and monitoring of coagulation profiles in two dogs with venous thromboembolism
por: UCHIDA, Mona, et al.
Publicado: (2020)

Treating Venous Thromboembolism Post Intracranial Hemorrhage: A Case Report
por: Ajmeri, Aman N, et al.
Publicado: (2020)

Cannot write session to /tmp/vufind_sessions/sess_0n3ugi3hkivr76knjrb7b2htl0