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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)
Last data update: May 21, 2024
. (Total: 63914 Documents since 2012)
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Developing radiology diagnostic tools for pulmonary fibrosis using machine learning methods.
Weijia Fan et al. Clin Imaging 2023 106110047
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Deep learning diagnostic and severity-stratification for interstitial lung diseases and chronic obstructive pulmonary disease in digital lung auscultations and ultrasonography: clinical protocol for an observational case-control study.
Johan N Siebert et al. BMC Pulm Med 2023 23(1) 191
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Prediction of persistent chronic cough in patients with chronic cough using machine learning.
Wansu Chen et al. ERJ open research 2023 9(2)
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Research Progress of Respiratory Disease and Idiopathic Pulmonary Fibrosis Based on Artificial Intelligence.
Gerui Zhang et al. Diagnostics (Basel, Switzerland) 2023 13(3)
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Deep Learning for Estimating Lung Capacity on Chest Radiographs Predicts Survival in Idiopathic Pulmonary Fibrosis.
Kim Hyungjin et al. Radiology 2022 220292
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The current status and future of FDA-approved artificial intelligence tools in chest radiology in the United States.
Milam M E et al. Clinical radiology 2022
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Use of machine learning models to predict prognosis of combined pulmonary fibrosis and emphysema in a Chinese population.
Liu Qing et al. BMC pulmonary medicine 2022 22(1) 327
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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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Safety and Effectiveness of Mycophenolate Mofetil in Interstitial Lung Diseases: Insights from a Machine Learning Radiographic Model.
Karampitsakos Theodoros et al. Respiration; international review of thoracic diseases 2021 1-10
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Multi-channel lung sound classification with convolutional recurrent neural networks.
Messner Elmar et al. Computers in biology and medicine 2020 Jul 122103831
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Deep learning in interstitial lung disease-how long until daily practice.
Trusculescu Ana Adriana et al. European radiology 2020 Jun
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Computer-Aided Diagnosis of Pulmonary Fibrosis Using Deep Learning and CT Images.
Christe Andreas et al. Investigative radiology 2019 Oct 54(10) 627-632
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Page last reviewed:
Feb 1, 2024
Page last updated:
May 21, 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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