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Public Health Genomics and Precision Health Knowledge Base (v7.8)
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Last data update: Jul 06, 2022
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Lung Diseases[original query]
Conversational artificial intelligence: A new approach for increasing influenza vaccination rates in children with asthma?
Krupp K et al. Vaccine 2022
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The pneumonia severity index: Assessment and comparison to popular machine learning classifiers.
Wang Dawei et al. International journal of medical informatics 2022 163104778
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Probabilistic Prediction of Nonadherence to Psychiatric Disorder Medication from Mental Health Forum Data: Developing and Validating Bayesian Machine Learning Classifiers.
Ji Meng et al. Computational intelligence and neuroscience 2022 20226722321
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Evaluation of individual and ensemble probabilistic forecasts of COVID-19 mortality in the United States.
Cramer Estee Y et al. Proceedings of the National Academy of Sciences of the United States of America 2022 119(15) e2113561119
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Predicting Usual Interstitial Pneumonia Histopathology from Chest CT with Deep Learning.
Bratt Alex et al. Chest 2022
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Training and clinical testing of artificial intelligence derived right atrial cardiovascular magnetic resonance measurements.
Alandejani Faisal et al. Journal of cardiovascular magnetic resonance : official journal of the Society for Cardiovascular Magnetic Resonance 2022 24(1) 25
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Lung Transplantation Advanced Prediction Tool: Determining Recipient's Outcome for a Certain Donor.
Zafar Farhan et al. Transplantation 2022
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Tracking and predicting COVID-19 radiological trajectory on chest X-rays using deep learning.
Gourdeau Daniel et al. Scientific reports 2022 12(1) 5616
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Machine learning for detecting COVID-19 from cough sounds: An ensemble-based MCDM method.
Chowdhury Nihad Karim et al. Computers in biology and medicine 2022 145105405
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Big Data Reality Check (BDRC) for public health: to what extent the environmental health and health services research did meet the 'V' criteria for big data? A study protocol.
Tang Pui Pui et al. BMJ open 2022 12(3) e053447
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Field Evaluation and Calibration of Low-Cost Air Pollution Sensors for Environmental Exposure Research.
Huang Jianwei et al. Sensors (Basel, Switzerland) 2022 22(6)
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Effect Evaluation of Artificial Intelligence-Based Electronic Health PDCA Nursing Model in the Treatment of Mycoplasma Pneumonia in Children.
Zhao Yan et al. Journal of healthcare engineering 2022 20221956944
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Prediction of Chronic Obstructive Pulmonary Disease Exacerbation Events by Using Patient Self-reported Data in a Digital Health App: Statistical Evaluation and Machine Learning Approach.
Chmiel Francis P et al. JMIR medical informatics 2022 10(3) e26499
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How artificial intelligence improves radiological interpretation in suspected pulmonary embolism.
Cheikh Alexandre Ben et al. European radiology 2022
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Predictive values of AI-based triage model in suboptimal CT pulmonary angiography.
Ebrahimian Shadi et al. Clinical imaging 2022 8625-30
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Implementation of prognostic machine learning algorithms in paediatric chronic respiratory conditions: a scoping review.
Filipow Nicole et al. BMJ open respiratory research 2022 9(1)
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Identifying Pneumonia Sub-types from Electronic Health Records Using Rule-based Algorithms.
Hegde Harshad et al. Methods of information in medicine 2022
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A Framework for Augmented Intelligence in Allergy and Immunology Practice and Research-A Work Group Report of the AAAAI Health Informatics, Technology and Education Committee.
Khoury Paneez et al. The journal of allergy and clinical immunology. In practice 2022
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An original deep learning model using limited data for COVID-19 discrimination: A multi-center study.
Xu Fangyi et al. Medical physics 2022
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Associations between short-term ambient ozone exposure and cause-specific mortality in rural and urban areas of Jiangsu, China.
Lin Chengyi et al. Environmental research 2022 113098
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Diagnostic accuracy of a commercially available deep learning algorithm in supine chest radiographs following trauma.
Gipson Jacob et al. The British journal of radiology 2022 20210979
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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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Identifying Long-Term Morbidities and Health Trajectories After Prolonged Mechanical Ventilation in Children Using State All Payer Claims Data.
Maddux Aline B et al. Pediatric critical care medicine : a journal of the Society of Critical Care Medicine and the World Federation of Pediatric Intensive and Critical Care Societies 2022
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Deploying Machine Learning Models Using Progressive Web Applications: Implementation Using a Neural Network Prediction Model for Pneumonia Related Child Mortality in The Gambia.
Mohammed Nuredin I et al. Frontiers in public health 2022 9772620
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Digital healthcare in COPD management: a narrative review on the advantages, pitfalls, and need for further research.
Watson Alastair et al. Therapeutic advances in respiratory disease 2022 1617534666221075493
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Development and evaluation of a predictive algorithm for unsatisfactory response among patients with pulmonary arterial hypertension using health insurance claims data.
Gauthier-Loiselle Marjolaine et al. Current medical research and opinion 2022 1-33
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A Framework for Using Real-World Data and Health Outcomes Modeling to Evaluate Machine Learning-Based Risk Prediction Models.
Rodriguez Patricia J et al. Value in health : the journal of the International Society for Pharmacoeconomics and Outcomes Research 2022 25(3) 350-358
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A Roadmap for Boosting Model Generalizability for Predicting Hospital Encounters for Asthma.
Luo Gang et al. JMIR medical informatics 2022 10(3) e33044
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Machine learning for technical skill assessment in surgery: a systematic review
K Lam et al, NPJ Digital Medicine, March 4, 2022
MIXTURE of human expertise and deep learning-developing an explainable model for predicting pathological diagnosis and survival in patients with interstitial lung disease.
Uegami Wataru et al. Modern pathology : an official journal of the United States and Canadian Academy of Pathology, Inc 2022
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Page last reviewed:
Oct 1, 2021
Page last updated:
Jul 06, 2022
Content source:
Office of Genomics and Precision Public Health
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