Machine learning algorithms for prediction of ventilator associated pneumonia in traumatic brain injury patients from the MIMIC-III database

Development and validation of a risk prediction model for postoperative pneumonia in adult patients undergoing Stanford type A acute aortic dissection surgery: a case control study

(2022) Dashuai Wang et al.   Journal of Cardiothoracic Surgery

Applying machine learning algorithms to electronic health records predicted pneumonia after respiratory tract infection

(2022) Xiaohui Sun et al.   JOURNAL OF CLINICAL EPIDEMIOLOGY

D-dimer: The Risk Factor of Children's Severe Mycoplasma Pneumoniae Pneumonia

(2022) Juan Qiu et al.   Frontiers in Pediatrics

Early prediction of ventilator-associated pneumonia in critical care patients: a machine learning model

(2022) Yingjian Liang et al.   BMC Pulmonary Medicine

Machine learning-assisted prediction of pneumonia based on non-invasive measures

(2022) Clement Yaw Effah et al.   Frontiers in Public Health

Novel machine learning models to predict pneumonia events in supratentorial intracerebral hemorrhage populations: An analysis of the Risa-MIS-ICH study

(2022) Yan Zheng et al.   Frontiers in Neurology

Application of machine learning and natural language processing for predicting stroke-associated pneumonia

(2022) Hui-Chu Tsai et al.   Frontiers in Public Health

Anemia as a risk factor for tuberculosis: a systematic review and meta-analysis

(2021) Yemataw Gelaw et al.   Environmental Health and Preventive Medicine

Machine Learning Model to Predict Ventilator Associated Pneumonia in patients with Traumatic Brain Injury: The C.5 Decision Tree Approach

(2021) Ahmad Abujaber et al.   BRAIN INJURY

The incidence and characteristics of ventilator-associated pneumonia in a regional nontertiary Australian intensive care unit: A retrospective clinical audit study

(2021) Kirsty Watson et al.   Australian Critical Care

Incidence, risk factors, and effects on outcome of ventilator-associated pneumonia in patients with traumatic brain injury. Analysis of a large, multicenter, prospective, observational longitudinal study.

(2020) Chiara Robba et al.   CHEST

Incidence, Risk Factors, and Outcomes of Ventilator-Associated Pneumonia in Traumatic Brain Injury: A Meta-analysis

(2019) Yating Li et al.   Neurocritical Care

The incidence of ventilator-associated pneumonia (VAP) in a tertiary-care center: Comparison between pre- and post-VAP prevention bundle

(2019) Sara Osman et al.   Journal of Infection and Public Health

Effects of Hospital-Acquired Pneumonia on Long-Term Recovery and Hospital Resource Utilization Following Moderate to Severe Traumatic Brain Injury

(2019) Raj G. Kumar et al.   Journal of Trauma and Acute Care Surgery

Inpatient Complications Predict Tracheostomy Better than Admission Variables After Traumatic Brain Injury

(2018) Ryne Jenkins et al.   Neurocritical Care

Effects of antibiotic prophylaxis on ventilator-associated pneumonia in severe traumatic brain injury. A post hoc analysis of two trials

(2018) Florian Reizine et al.   JOURNAL OF CRITICAL CARE

Early-Onset Ventilator-Associated Pneumonia in Patients with Severe Traumatic Brain Injury: Incidence, Risk Factors, and Consequences in Cerebral Oxygenation and Outcome

(2017) Pierre Esnault et al.   Neurocritical Care

Pneumonia and mortality after percutaneous endoscopic gastrostomy insertion

(2016) Neville AZZOPARDI et al.   Turkish Journal of Gastroenterology

Red Blood Cell Transfusions Impact Pneumonia Rates After Coronary Artery Bypass Grafting

(2015) Donald S. Likosky et al.   ANNALS OF THORACIC SURGERY

Hospital-acquired pneumonia is an independent predictor of poor global outcome in severe traumatic brain injury up to 5 years after discharge

(2015) Matthew Ryan Kesinger et al.   Journal of Trauma and Acute Care Surgery

Hospital-acquired pneumonia is an independent predictor of poor global outcome in severe traumatic brain injury up to 5 years after discharge

(2015) Matthew Ryan Kesinger et al.   Journal of Trauma and Acute Care Surgery

Percutaneous endoscopic gastrostomy: Indications, technique, complications and management

(2014) Ata A Rahnemai-Azar   WORLD JOURNAL OF GASTROENTEROLOGY

Predictive Factors for Early Mortality After Percutaneous Endoscopic and Radiologically-Inserted Gastrostomy

(2013) Faidon-Marios Laskaratos et al.   DIGESTIVE DISEASES AND SCIENCES

Long-term medical utilization following ventilator-associated pneumonia in acute stroke and traumatic brain injury patients: a case-control study

(2011) Chih-Chieh Yang et al.   BMC HEALTH SERVICES RESEARCH

Emergency department predictors of tracheostomy in patients with isolated traumatic brain injury requiring emergency cranial decompression

(2011) Muhammad Shahzad Shamim et al.   JOURNAL OF NEUROSURGERY

Blood Product Transfusion and Ventilator-Associated Pneumonia in Trauma Patients

(2008) Grant V. Bochicchio et al.   Surgical Infections