Cargando…

A Machine Learning Prediction Model of Respiratory Failure Within 48 Hours of Patient Admission for COVID-19: Model Development and Validation

BACKGROUND: Predicting early respiratory failure due to COVID-19 can help triage patients to higher levels of care, allocate scarce resources, and reduce morbidity and mortality by appropriately monitoring and treating the patients at greatest risk for deterioration. Given the complexity of COVID-19...

Descripción completa

Detalles Bibliográficos
Autores principales:	Bolourani, Siavash, Brenner, Max, Wang, Ping, McGinn, Thomas, Hirsch, Jamie S, Barnaby, Douglas, Zanos, Theodoros P
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	JMIR Publications 2021
Materias:	Original Paper
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7879728/ https://www.ncbi.nlm.nih.gov/pubmed/33476281 http://dx.doi.org/10.2196/24246

Ejemplares similares

Let Sleeping Patients Lie, avoiding unnecessary overnight vitals monitoring using a clinically based deep-learning model
por: Tóth, Viktor, et al.
Publicado: (2020)

The interplay of DAMPs, TLR4, and proinflammatory cytokines in pulmonary fibrosis
por: Bolourani, Siavash, et al.
Publicado: (2021)

Predictors of acute admission of more than 48 hours duration
por: Aabel, Erlend, et al.
Publicado: (2013)

Extracellular CIRP Induces an Inflammatory Phenotype in Pulmonary Fibroblasts via TLR4
por: Bolourani, Siavash, et al.
Publicado: (2021)

The role of eCIRP in bleomycin-induced pulmonary fibrosis in mice
por: Bolourani, Siavash, et al.
Publicado: (2022)

Application of a Machine Learning Algorithm to Develop and Validate a Prediction Model for Ambulatory Non-Arrivals
por: Coppa, Kevin, et al.
Publicado: (2023)

Machine learning model identifies aggressive acute pancreatitis within 48 h of admission: a large retrospective study
por: Yuan, Lei, et al.
Publicado: (2022)

Prognostic value of neutrophil gelatinase-associated lipocalin and transpulmonary thermodilution-derived parameters within 48 hours after admission
por: Huber, W, et al.
Publicado: (2013)

Revisits within 48 Hours to a Thai Emergency Department
por: Sri-on, Jiraporn, et al.
Publicado: (2016)

Enteral Nutrition within 48 Hours of Admission Improves Clinical Outcomes of Acute Pancreatitis by Reducing Complications: A Meta-Analysis
por: Li, Jie-Yao, et al.
Publicado: (2013)

Enteral nutrition provided within 48 hours after admission in severe acute pancreatitis: A systematic review and meta-analysis
por: Song, Jianbo, et al.
Publicado: (2018)

Machine learning to assist clinical decision-making during the COVID-19 pandemic
por: Debnath, Shubham, et al.
Publicado: (2020)

Amphibalanus amphitrite begins exoskeleton mineralization within 48 hours of metamorphosis
por: Metzler, Rebecca A., et al.
Publicado: (2020)

Comparison of the Initiation Time of Enteral Nutrition for Critically Ill Patients: At Admission vs. 24 to 48 Hours after Admission
por: Yu, Anshan, et al.
Publicado: (2021)

Predictors of intensive care unit readmission within 48 hours after discharge
por: Boudesteijn, E, et al.
Publicado: (2007)

FRI523 A Case Of Acute Liver Failure Within 48 Hours Of Initiation Of High Dose Thionamides For Thyroid Storm
por: Noor, Laila, et al.
Publicado: (2023)

Benefit of Early Statin Initiation within 48 Hours after Admission in Statin-Naïve Patients with Acute Myocardial Infarction Undergoing Percutaneous Coronary Intervention
por: Kim, Min Chul, et al.
Publicado: (2019)

Development and validation of self-monitoring auto-updating prognostic models of survival for hospitalized COVID-19 patients
por: Levy, Todd J., et al.
Publicado: (2022)

Culture of Airway Epithelial Cells from Neonates Sampled within 48-Hours of Birth
por: Miller, David, et al.
Publicado: (2013)

Establishment and validation of a predictive model for respiratory failure within 48 h following admission in patients with sepsis: a retrospective cohort study
por: Wang, Bin, et al.
Publicado: (2023)

T1-Weighted Contrast Enhancement, Apparent Diffusion Coefficient, and Cerebral-Blood-Volume Changes after Glioblastoma Resection: MRI within 48 Hours vs. beyond 48 Hours
por: Negroni, Davide, et al.
Publicado: (2023)

Make a movie in 48 hours
por: Brokk Toggerson
Publicado: (2011)

Serum 25-hydroxyvitamin D Concentration Significantly Decreases in Patients with COVID-19 Pneumonia during the First 48 Hours after Hospital Admission
por: Smaha, Juraj, et al.
Publicado: (2022)

Negative fluid balance 48 hours after admission improves survival at 28 days in critically ill patients
por: Cuartero, M, et al.
Publicado: (2012)

1568. In Vitro Activity of Ceftazidime-Avibactam and Comparator Agents Against Enterobacterales and Pseudomonas aeruginosa Collected < 48 Hours and ≥48 Hours Post-Admission from Pediatric Patients, ATLAS Surveillance Program 2015-2018
por: Kazmierczak, Krystyna, et al.
Publicado: (2020)

1264. In Vitro Activity of Ceftazidime-Avibactam and Comparator Agents Against Enterobacterales and Pseudomonas aeruginosa Collected < 48 Hours and ≥48 Hours Post-Admission from Pediatric Patients, ATLAS Surveillance Program 2016-2019
por: Kazmierczak, Krystyna, et al.
Publicado: (2021)

Factors associated with the initiation of breastfeeding within the first 48 hours of life in Tabuk, Saudi Arabia
por: Alzaheb, Riyadh A.
Publicado: (2016)

A rapid turnaround gene panel for severe autoinflammation: Genetic results within 48 hours
por: McCreary, Dara, et al.
Publicado: (2022)

Differences in isolation rate and antimicrobial susceptibility of bacteria isolated from foals with sepsis at admission and after ≥48 hours of hospitalization
por: Theelen, Mathijs J. P., et al.
Publicado: (2020)

The 48-Hours Bill Applied to Working Nurses
por: Knutsford,
Publicado: (1920)

Increasing the documentation of 48-hour antimicrobial reviews
por: Sahota, Ramandeep Singh, et al.
Publicado: (2020)

A method to quantify autonomic nervous system function in healthy, able-bodied individuals
por: Debnath, Shubham, et al.
Publicado: (2021)

Emergence of Oseltamivir-Resistant Pandemic (H1N1) 2009 Virus within 48 Hours
por: Inoue, Masafumi, et al.
Publicado: (2010)

Second urgent endoscopy within 48-hour benefits cirrhosis patients with acute esophageal variceal bleeding
por: Lu, Zheng, et al.
Publicado: (2020)

Seeing Double: A Case of ACL Tears in Monozygotic Twin Female Athletes Within 48 Hours
por: Pelkowski, Jessica N, et al.
Publicado: (2020)

Clinical Predictors of Emergency Department Revisits within 48 Hours of Discharge; a Case Control Study
por: Tangkulpanich, Panvilai, et al.
Publicado: (2020)

Alcohol Consumption within 48 hours before Onset Is Associated with Adverse Clinical Outcomes in Hypertriglyceridemic Pancreatitis
por: Lai, Tianming, et al.
Publicado: (2023)

Artificial Intelligence to Get Insights of Multi-Drug Resistance Risk Factors during the First 48 Hours from ICU Admission
por: Mora-Jiménez, Inmaculada, et al.
Publicado: (2021)

Is 48 hours enough for Obstetrics and Gynaecology training in Europe?
por: Rose, K., et al.
Publicado: (2012)

Predictive Factors for Delivery within 7 Days after Successful 48-Hour Treatment of Threatened Preterm Labor
por: Roos, Carolien, et al.
Publicado: (2015)

Cannot write session to /tmp/vufind_sessions/sess_u35et2gj2fbdih8n2cgo1d1ohp