Dr. Jonathan H. Chung Profile

Dr. Jonathan H. Chung

at Univ of Chicago

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Publications (3)

SPIE Journal Paper | 19 April 2021

Radiomics-based assessment of idiopathic pulmonary fibrosis is associated with genetic mutations and patient survival

Jorie Budzikowski, Joseph Foy, Ahmed Rashid, Jonathan Chung, Imre Noth, Samuel Armato

JMI, Vol. 8, Issue 03, 031903, (April 2021) https://doi.org/10.1117/12.10.1117/1.JMI.8.3.031903

KEYWORDS: Genetics, Lung, Computed tomography, Pulmonary fibrosis, Feature extraction, Fractal analysis, Genomics, Databases, Data modeling, Statistical analysis

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Proceedings Article | 16 March 2020 Paper

Radiomics-based texture analysis of idiopathic pulmonary fibrosis for genetic and survival predictions

Jorie Budzikowski, Ahmed Rashid, Joseph Foy, Jonathan Chung, Imre Noth, Samuel Armato

Proceedings Volume 11314, 113142K (2020) https://doi.org/10.1117/12.2551172

KEYWORDS: Genetics, Lung, Computed tomography, Pulmonary fibrosis, Fractal analysis, Databases, Feature extraction, Genomics, Data modeling, Receivers

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Proceedings Article | 9 March 2018 Presentation + Paper

Assessment of diagnostic image quality of computed tomography (CT) images of the lung using deep learning

John Lee, Byron Grant, Jonathan Chung, Ingrid Reiser, Maryellen Giger

Proceedings Volume 10573, 105731M (2018) https://doi.org/10.1117/12.2292070

KEYWORDS: Image quality, Computed tomography, Diagnostics, Lung, Feature extraction, Machine learning, Image acquisition, Ionizing radiation, Imaging systems, Convolutional neural networks

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