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Public Health Genomics and Precision Health Knowledge Base (v9.0)
PHGKB
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Public Health Genomics Branch
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Precision Health Database|Search|Public Health Genomics and Precision Health Knowledge Base (PHGKB)
Heart, Lung, Blood and Sleep Disorders
Last data update: May 03, 2024
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Prediction of respiratory failure risk in patients with pneumonia in the ICU using ensemble learning models.
Guanqi Lyu et al. PLoS One 2023 18(9) e0291711
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Machine learning links unresolving secondary pneumonia to mortality in patients with severe pneumonia, including COVID-19.
Catherine A Gao et al. J Clin Invest 2023
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Discriminating Acute Respiratory Distress Syndrome from other forms of respiratory failure via iterative machine learning.
Afshin-Pour Babak et al. Intelligence-based medicine 2023 100087
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Evaluating High-Dimensional Machine Learning Models to Predict Hospital Mortality Among Older Patients With Cancer.
Qiao Edmund M et al. JCO clinical cancer informatics 2022 6e2100186
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Outcome prediction during an ICU surge using a purely data-driven approach: A supervised machine learning case-study in critically ill patients from COVID-19 Lombardy outbreak.
Greco Massimiliano et al. International journal of medical informatics 2022 164104807
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Early prediction of moderate-to-severe condition of inhalation-induced acute respiratory distress syndrome via interpretable machine learning.
Wu Junwei et al. BMC pulmonary medicine 2022 22(1) 193
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Machine learning-based in-hospital mortality prediction of HIV/AIDS patients with Talaromyces marneffei infection in Guangxi, China.
Shi Minjuan et al. PLoS neglected tropical diseases 2022 16(5) e0010388
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Combining chest X-rays and electronic health record (EHR) data using machine learning to diagnose acute respiratory failure.
Jabbour Sarah et al. Journal of the American Medical Informatics Association : JAMIA 2022
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Machine Learning Algorithms to Predict Mortality of Neonates on Mechanical Intubation for Respiratory Failure.
Hsu Jen-Fu et al. Biomedicines 2021 9(10)
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Remote-Management of COPD: Evaluating the Implementation of Digital Innovation to Enable Routine Care (RECEIVER): the protocol for a feasibility and service adoption observational cohort study.
Taylor Anna et al. BMJ open respiratory research 2021 8(1)
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Deep learning to predict long-term mortality in patients requiring 7 days of mechanical ventilation.
George Naomi et al. PloS one 2021 16(6) e0253443
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Deep Learning Models for Predicting Severe Progression in COVID-19-infected Patients.
Ho Thao Thi et al. JMIR medical informatics 2021 Jan
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Machine Learning Predicts Prolonged Acute Hypoxemic Respiratory Failure in Pediatric Severe Influenza.
Sauthier Michaël S et al. Critical care explorations 2020 Aug 2(8) e0175
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Predicting respiratory failure after pulmonary lobectomy using machine learning techniques.
Bolourani Siavash et al. Surgery 2020 Jul
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ROX Index Predicts Intubation in Patients with COVID-19 Pneumonia and Moderate to Severe Hypoxemic Respiratory Failure Receiving High Flow Nasal Therapy.
M Patel et al, MEDRXIV, July 3, 2020
Machine learning in predicting respiratory failure in patients with COVID-19 pneumonia - challenges, strengths, and opportunities in a global health emergency
D Ferrari et al, MEDRXIV, June 3, 2020
Clinically Applicable AI System for Accurate Diagnosis, Quantitative Measurements, and Prognosis of COVID-19 Pneumonia Using Computed Tomography.
Zhang Kang et al. Cell 2020 May
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Level of IL-6 predicts respiratory failure in hospitalized symptomatic COVID-19 patients
T Herold et al, MEDRXIV, April 4, 2020
Predicting Cardiac Arrest and Respiratory Failure Using Feasible Artificial Intelligence with Simple Trajectories of Patient Data.
Kim Jeongmin et al. Journal of clinical medicine 2019 Aug 8(9)
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Page last reviewed:
Feb 1, 2024
Page last updated:
May 03, 2024
Content source:
Public Health Genomics Branch in the Division of Blood Disorders and Public Health Genomics
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National Center on Birth Defects and Developmental Disabilities
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