Cargando…

Machine Learning for Prediction of Outcomes in Cardiogenic Shock

OBJECTIVE: The management of cardiogenic shock (CS) in the elderly remains a major clinical challenge. Existing clinical prediction models have not performed well in assessing the prognosis of elderly patients with CS. This study aims to build a predictive model, which could better predict the 30-da...

Descripción completa

Detalles Bibliográficos
Autores principales:	Rong, Fangning, Xiang, Huaqiang, Qian, Lu, Xue, Yangjing, Ji, Kangting, Yin, Ripen
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2022
Materias:	Cardiovascular Medicine
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9120613/ https://www.ncbi.nlm.nih.gov/pubmed/35600489 http://dx.doi.org/10.3389/fcvm.2022.849688

Ejemplares similares

Prognostic Value of Neutrophil-Lymphocyte Ratio in Cardiogenic Shock: A Cohort Study
por: Peng, Yangpei, et al.
Publicado: (2020)

Early Prediction of Cardiogenic Shock Using Machine Learning
por: Chang, Yale, et al.
Publicado: (2022)

Data processing pipeline for cardiogenic shock prediction using machine learning
por: Jajcay, Nikola, et al.
Publicado: (2023)

Association between neutrophil-to-albumin ratio and mortality in patients with cardiogenic shock: a retrospective cohort study
por: Peng, Yangpei, et al.
Publicado: (2020)

The Association Between Left Ventricular Hypertrophy and the Occurrence and Prognosis of Atrial Fibrillation: A Meta-Analysis
por: Xiang, Huaqiang, et al.
Publicado: (2021)

Cardiovascular Alterations and Management of Patients With White Coat Hypertension: A Meta-Analysis
por: Xiang, Huaqiang, et al.
Publicado: (2020)

Impact of Age on Outcomes in Patients With Cardiogenic Shock
por: Kanwar, Manreet, et al.
Publicado: (2021)

The CSP (Cardiogenic Shock Prognosis) Score: A Tool for Risk Stratification of Cardiogenic Shock
por: Tien, Yu-Tzu, et al.
Publicado: (2022)

Systems of Care in Cardiogenic Shock
por: Alvarez Villela, Miguel, et al.
Publicado: (2021)

Cardiogenic shock among cancer patients
por: Curtiaud, Anais, et al.
Publicado: (2022)

Defining levels of care in cardiogenic shock
por: Alvarez Villela, Miguel, et al.
Publicado: (2023)

Gender Differences in Cardiogenic Shock Patients: Clinical Features, Risk Prediction, and Outcomes in a Hub Center
por: Lozano-Jiménez, Sara, et al.
Publicado: (2022)

Editorial: Cardiogenic Shock: Basic and Clinical Considerations
por: Acharya, Deepak, et al.
Publicado: (2021)

Lingua Franca of Cardiogenic Shock: Speaking the Same Language
por: Long, Ashleigh, et al.
Publicado: (2021)

Ventricular Unloading Using the Impella(TM) Device in Cardiogenic Shock
por: Attinger-Toller, Adrian, et al.
Publicado: (2022)

Influence of Timing and Predicted Risk on Mortality in Impella-Treated Infarct-Related Cardiogenic Shock Patients
por: Schäfer, Andreas, et al.
Publicado: (2020)

Clinical outcomes and predictors of success with Impella weaning in cardiogenic shock: a single-center experience
por: Matassini, M. V., et al.
Publicado: (2023)

A Risk Stratification Scheme for In-Hospital Cardiogenic Shock in Patients With Acute Myocardial Infarction
por: Yang, Jun-qing, et al.
Publicado: (2022)

The Ratio of Red Blood Cell Distribution Width to Albumin Is Correlated With All-Cause Mortality of Patients After Percutaneous Coronary Intervention – A Retrospective Cohort Study
por: Weng, Yingbei, et al.
Publicado: (2022)

Comparison of the Efficacy of ECMO With or Without IABP in Patients With Cardiogenic Shock: A Meta-Analysis
por: Zeng, Ping, et al.
Publicado: (2022)

Right Atrial Pressure Is Associated With Outcomes in Patient With Cardiogenic Shock Receiving Acute Mechanical Circulatory Support
por: Davila, Carlos D., et al.
Publicado: (2021)

One-year outcomes in cardiogenic shock triggered by ventricular arrhythmia: An analysis of the FRENSHOCK multicenter prospective registry
por: Cherbi, Miloud, et al.
Publicado: (2023)

One-year outcomes in cardiogenic shock triggered by supraventricular tachycardia: an analysis of the FRENSHOCK multicenter prospective registry
por: Cherbi, Miloud, et al.
Publicado: (2023)

Case report: Cefoperazone-sulbactam induced Kounis syndrome and cardiogenic shock
por: Ding, Peng, et al.
Publicado: (2022)

Hemodynamic support during catheter ablation of ventricular arrhythmias in patients with cardiogenic shock
por: Spartalis, Michael, et al.
Publicado: (2023)

Multivessel vs. culprit vessel-only percutaneous coronary intervention in ST-segment elevation myocardial infarction with and without cardiogenic shock
por: Wu, Jing, et al.
Publicado: (2022)

The prognostic value of admission D-dimer level in patients with cardiogenic shock after acute myocardial infarction
por: Jiang, Yi, et al.
Publicado: (2023)

Central Venous Pressure and Clinical Outcomes During Left-Sided Mechanical Support for Acute Myocardial Infarction and Cardiogenic Shock
por: Whitehead, Evan H., et al.
Publicado: (2020)

A Review of Prognosis Model Associated With Cardiogenic Shock After Acute Myocardial Infarction
por: Wang, Jingyue, et al.
Publicado: (2021)

Complete Revascularisation in Impella-Supported Infarct-Related Cardiogenic Shock Patients Is Associated With Improved Mortality
por: Schäfer, Andreas, et al.
Publicado: (2021)

Commentary: A Review of Prognosis Model Associated With Cardiogenic Shock After Acute Myocardial Infarction
por: Iborra-Egea, Oriol, et al.
Publicado: (2022)

Overview of Veno-Arterial Extracorporeal Membrane Oxygenation (VA-ECMO) Support for the Management of Cardiogenic Shock
por: Tsangaris, Adamantios, et al.
Publicado: (2021)

Central extracorporeal circulatory life support (cECLS) in selected patients with critical cardiogenic shock
por: Schmack, Leonie, et al.
Publicado: (2023)

Early Levosimendan Administration Improved Weaning Success Rate in Extracorporeal Membrane Oxygenation in Patients With Cardiogenic Shock
por: Chen, Yu-Wen, et al.
Publicado: (2022)

Case report: Treatment of a patient with STEMI and cardiogenic shock caused by RCA originating from LAD
por: Niu, Qiang, et al.
Publicado: (2023)

Vasoactive pharmacologic therapy in cardiogenic shock: a critical review
por: Kaddoura, Rasha, et al.
Publicado: (2021)

Effectiveness and Safety of a Prolonged Hemodynamic Support by the IVAC2L System in Healthy and Cardiogenic Shock Pigs
por: Delmas, Clément, et al.
Publicado: (2022)

Case report: Treatment of tachycardia-induced cardiogenic shock with permanent His bundle pacing and atrioventricular node ablation
por: Žlahtič, Tadej, et al.
Publicado: (2022)

(99m)Tc-sestamibi and (18)F-fluorodeoxyglucose imaging in patients with cardiogenic shock: A pilot study
por: Hua, Cuncun, et al.
Publicado: (2022)

Hemostasis Matters in a Patient With an Impella 5.0 for Refractory Cardiogenic Shock
por: Nishimoto, Yuji, et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_ehjafgobovg2p2r5trqifo62ls