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Public Health Genomics and Precision Health Knowledge Base (v8.8)
PHGKB
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Public Health Genomics Branch
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Last data update: Nov 30, 2023
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all[original query]>>Infectious Diseases[Category]
Early diagnosis of candidemia with explainable machine learning on automatically extracted laboratory and microbiological data: results of the AUTO-CAND project.
Daniele Roberto Giacobbe et al. Ann Med 2023 55(2) 2285454
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Monogenic etiologies of persistent human papillomavirus infections: a comprehensive systematic review
S Biglari et al, Genetics in Medicine, November 2023
Harnessing genomics for antimicrobial resistance surveillance
The Lancet Series, November 2023
Robust airway microbiome signatures in acute respiratory failure and hospital-acquired pneumonia.
Emmanuel Montassier et al. Nat Med 2023
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A Machine Learning Approach to Predict Weight Change in ART-Experienced People Living With HIV.
Federico Motta et al. J Acquir Immune Defic Syndr 2023 94(5) 474-481
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Harnessing artificial intelligence to enhance key surveillance and response measures for arbovirus disease outbreaks: the exemplar of Australia.
Andrew W Taylor-Robinson et al. Front Microbiol 2023 141284838
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mRNA SARS-CoV-2 Vaccination Before vs During Pregnancy and Omicron Infection Among Infants.
Orlanda Goh et al. JAMA Netw Open 2023 6(11) e2342475
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Global trends in the increasing prevalence of the fosfomycin resistance genenin Staphylococcus aureus
DFM Monte et al, Lancet Microbe, November 2023
Rapid profiling of Plasmodium parasites from genome sequences to assist malaria control.
Jody E Phelan et al. Genome Med 2023 15(1) 96
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Application of machine learning for mortality prediction in patients with candidemia: Feasibility verification and comparison with clinical severity scores.
Wei-Huan Hu et al. Mycoses 2023
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High-Throughput Phenotypic Screening and Machine Learning Methods Enabled the Selection of Broad-Spectrum Low-Toxicity Antitrypanosomatidic Agents.
Pasquale Linciano et al. J Med Chem 2023
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Can Predictive AI Improve Early Detection of Sepsis and Other Conditions?
R Volker et al, JAMA, November 1, 2023
Inferring bacterial transmission dynamics using deep sequencing genomic surveillance data.
Madikay Senghore et al. Nat Commun 2023 14(1) 6397
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Development and validation of a diagnostic model to differentiate spinal tuberculosis from pyogenic spondylitis by combining multiple machine learning algorithms.
Chengqian Huang et al. Biomol Biomed 2023
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Changes in SARS-CoV-2 Sequence Linked With Antiviral Use.
Emily Harris et al. JAMA 2023 330(16) 1515
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Computer-aided diagnosis of chest X-ray for COVID-19 diagnosis in external validation study by radiologists with and without deep learning system.
Aki Miyazaki et al. Sci Rep 2023 13(1) 17533
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AI Model Versus Clinician Otoscopy in the Operative Setting for Otitis Media Diagnosis.
Krish Suresh et al. Otolaryngol Head Neck Surg 2023
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Comparison of logistic regression with regularized machine learning methods for the prediction of tuberculosis disease in people living with HIV: cross-sectional hospital- based study in Kisumu County, Kenya.
James Orwa et al. Res Sq 2023
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Machine learning for prediction of viral hepatitis: A systematic review and meta-analysis.
Khadijeh Moulaei et al. Int J Med Inform 2023 179105243
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mRNA COVID vaccines saved lives and won a Nobel - what's next for the technology?
Elie Dolgin et al. Nature 2023
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Preoperative Prediction of Postoperative Infections Using Machine Learning and Electronic Health Record Data.
Yaxu Zhuang et al. Ann Surg 2023
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Clinical Decision Support System to Detect the Occurrence of Ventilator-Associated Pneumonia in Pediatric Intensive Care.
Jerome Rambaud et al. Diagnostics (Basel) 2023 13(18)
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Genomic surveillance for antimicrobial resistance - a One Health perspective.
Steven P Djordjevic et al. Nat Rev Genet 2023
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Distinguishing features of Long COVID identified through immune profiling.
Jon Klein et al. Nature 2023
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A molnupiravir-associated mutational signature in global SARS-CoV-2 genomes.
Theo Sanderson et al. Nature 2023
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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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Detection of Bacterial Colonization in Lung Transplant Recipients Using an Electronic Nose.
Nynke Wijbenga et al. Transplant Direct 2023 9(10) e1533
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Engaging a national-scale cohort of smart thermometer users in participatory surveillance
YJ Tseng et al, NPJ Digital Medicine, September 20, 2023
Longitudinal genomic surveillance of carriage and transmission of Clostridioides difficile in an intensive care unit.
Arianna Miles-Jay et al. Nat Med 2023
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Translation of Machine Learning-Based Prediction Algorithms to Personalized Empiric Antibiotic Selections: A Population-Based Cohort Study.
Chungsoo Kim et al. Int J Antimicrob Agents 2023 106966
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Page last reviewed:
Oct 1, 2023
Page last updated:
Nov 30, 2023
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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