Cargando…

Predicting Intensive Care Unit Length of Stay After Acute Type A Aortic Dissection Surgery Using Machine Learning

Background: Patients with acute type A aortic dissection are usually transferred to the intensive care unit (ICU) after surgery. Prolonged ICU length of stay (ICU-LOS) is associated with higher level of care and higher mortality. We aimed to develop and validate machine learning models for predictin...

Descripción completa

Detalles Bibliográficos
Autores principales:	Chen, Qiuying, Zhang, Bin, Yang, Jue, Mo, Xiaokai, Zhang, Lu, Li, Minmin, Chen, Zhuozhi, Fang, Jin, Wang, Fei, Huang, Wenhui, Fan, Ruixin, Zhang, Shuixing
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2021
Materias:	Cardiovascular Medicine
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8310912/ https://www.ncbi.nlm.nih.gov/pubmed/34322526 http://dx.doi.org/10.3389/fcvm.2021.675431

Ejemplares similares

Immune-checkpoint inhibitor plus chemotherapy versus conventional chemotherapy for treatment of recurrent or metastatic head and neck squamous cell carcinoma: a systematic review and network meta-analysis
por: Jin, Zhe, et al.
Publicado: (2020)

MRI texture-based machine learning models for the evaluation of renal function on different segmentations: a proof-of-concept study
por: Mo, Xiaokai, et al.
Publicado: (2023)

Novel coronavirus disease 2019 (COVID-19): relationship between chest CT scores and laboratory parameters
por: Zhang, Bin, et al.
Publicado: (2020)

Natural history of isolated abdominal aortic dissection: A prospective cohort study
por: Wu, Jinlin, et al.
Publicado: (2023)

Case Report: Intraoperative Open-Heart Coronary Angiography in Acute Type A Aortic Dissection
por: Yang, Jue, et al.
Publicado: (2021)

Comparison of Four Machine Learning Techniques for Prediction of Intensive Care Unit Length of Stay in Heart Transplantation Patients
por: Wang, Kan, et al.
Publicado: (2022)

Early and midterm results of valve-sparing aortic root reconstruction with a bovine pericardium patch for patients with acute type a aortic dissection
por: Yang, Jue, et al.
Publicado: (2022)

Machine-learning based MRI radiomics models for early detection of radiation-induced brain injury in nasopharyngeal carcinoma
por: Zhang, Bin, et al.
Publicado: (2020)

Predicting hyperprogressive disease in patients with advanced hepatocellular carcinoma treated with anti-programmed cell death 1 therapy
por: Zhang, Lu, et al.
Publicado: (2020)

Prognostic significance of neutrophil count on in-hospital mortality in patients with acute type A aortic dissection
por: Feng, Weiqi, et al.
Publicado: (2023)

Three-Dimensional CT for Quantification of Longitudinal Lung and Pneumonia Variations in COVID-19 Patients
por: Chen, Qiuying, et al.
Publicado: (2021)

Surgical treatment strategies for patients with type A aortic dissection involving arch anomalies
por: Zhu, Jiade, et al.
Publicado: (2022)

Mini-sternotomy for aortic valve replacement reduces the length of stay in the cardiac intensive care unit: meta-analysis of randomised controlled trials
por: Khoshbin, E, et al.
Publicado: (2011)

Significant Prediction of In-hospital Major Adverse Events by D-Dimer Level in Patients With Acute Type A Aortic Dissection
por: Feng, Weiqi, et al.
Publicado: (2022)

Comparison between intravenous chemotherapy and intra-arterial chemotherapy for retinoblastoma: a meta-analysis
por: Chen, Qiuying, et al.
Publicado: (2018)

Transcriptome and N6-Methyladenosine RNA Methylome Analyses in Aortic Dissection and Normal Human Aorta
por: Zhou, Xianwu, et al.
Publicado: (2021)

Radiomic Nomogram Improves Preoperative T Category Accuracy in Locally Advanced Laryngeal Carcinoma
por: Wang, Fei, et al.
Publicado: (2019)

Is Partially Thrombosed False Lumen Really a Predictor for Adverse Events in Uncomplicated Type B Aortic Dissection: A Systematic Review and Meta-Analysis?
por: Wu, Jinlin, et al.
Publicado: (2022)

Impact of delayed transition off intravenous vasoactive agents for aortic dissection on intensive care unit length of stay
por: De Leon, Noelle, et al.
Publicado: (2023)

Machine learning classifiers for predicting 3-year progression-free survival and overall survival in patients with gliomas after surgery
por: Zhang, Bin, et al.
Publicado: (2021)

Intra-arterial chemotherapy as primary or secondary treatment for infants diagnosed with advanced retinoblastoma before 3 months of age
por: Chen, Qiuying, et al.
Publicado: (2019)

Machine Learning Models for Predicting In-Hospital Mortality in Acute Aortic Dissection Patients
por: Guo, Tuo, et al.
Publicado: (2021)

Aortic Balloon Occlusion Technique Does Not Improve Peri-Operative Outcomes for Acute Type A Acute Aortic Dissection Patients With Lower Body Malperfusion
por: Tong, Guang, et al.
Publicado: (2022)

Effects of seasonal and climate variations on in-hospital mortality and length of stay in patients with type A aortic dissection
por: Luo, Zeng-Rong, et al.
Publicado: (2021)

Prediction model of acute kidney injury after different types of acute aortic dissection based on machine learning
por: Xinsai, Li, et al.
Publicado: (2022)

Clinical Utility of a Nomogram for Predicting 30-Days Poor Outcome in Hospitalized Patients With COVID-19: Multicenter External Validation and Decision Curve Analysis
por: Zhang, Bin, et al.
Publicado: (2020)

Downregulation of Filamin a Expression in the Aorta Is Correlated With Aortic Dissection
por: Chen, Yue, et al.
Publicado: (2021)

Association of MRI-derived radiomic biomarker with disease-free survival in patients with early-stage cervical cancer
por: Fang, Jin, et al.
Publicado: (2020)

Angiopoietin 2 as a Novel Potential Biomarker for Acute Aortic Dissection
por: Huang, Bi, et al.
Publicado: (2021)

Clinical Results and Aortic Remodeling After Endovascular Treatment for Complicated Type B Aortic Dissection With the “Fabulous” Stent System
por: Wang, Ruihan, et al.
Publicado: (2022)

Outcomes of thoracic endovascular aortic repair with fenestrated surgeon-modified stent-graft for type B aortic dissections involving the aortic arch
por: Li, Xiaoye, et al.
Publicado: (2023)

Retrograde type A aortic dissection during or after thoracic endovascular aortic repair: a single center 16-year experience
por: Wang, Guo-quan, et al.
Publicado: (2023)

Relationship Between Length and Curvature of Ascending Aorta and Type a Dissection
por: Sun, Lianjie, et al.
Publicado: (2022)

Traumatic Gerbode defect and aortic dissection
por: Ni, Buqing, et al.
Publicado: (2023)

Five-Year Results of Aortic Remodeling for Acute, Subacute, and Chronic Type B Aortic Dissection Following Endovascular Repair
por: Yang, Guangmin, et al.
Publicado: (2022)

Risk factors for in-hospital death in 2,179 patients with acute aortic dissection
por: Yuan, Yue, et al.
Publicado: (2023)

Predictors of Hospital Length of Stay among Patients with Low-risk Pulmonary Embolism
por: Wang, Li, et al.
Publicado: (2019)

The Expression Patterns and Roles of Lysyl Oxidases in Aortic Dissection
por: Yi, Xin, et al.
Publicado: (2021)

The potential indicators for pulmonary fibrosis in survivors of severe COVID-19
por: Huang, Wenhui, et al.
Publicado: (2021)

Potential Clinical Value of Biomarker-Guided Emergency Triage for Thoracic Aortic Dissection
por: Qiu, Peng, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_0ols6u6q5prgdgk3enbg3j7ghj