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Journal Articles
- 2018
[j4]Yoonha Choi, Tiffany Ting Liu, Daniel G. Pankratz, Thomas V. Colby, Neil M. Barth, David A. Lynch, P. Sean Walsh, Ganesh Raghu, Giulia C. Kennedy, Jing Huang:
Identification of usual interstitial pneumonia pattern using RNA-Seq and machine learning: challenges and solutions. BMC Genom. 19(S2) (2018)- [j3]Guk Bae Kim, Kyu-Hwan Jung
, Yeha Lee, Hyun-Jun Kim, Namkug Kim, Sanghoon Jun, Joon Beom Seo, David A. Lynch:
Comparison of Shallow and Deep Learning Methods on Classifying the Regional Pattern of Diffuse Lung Disease. J. Digit. Imaging 31(4): 415-424 (2018) - [j2]Veronika Cheplygina, Isabel Pino Peña, Jesper Holst Pedersen, David A. Lynch, Lauge Sørensen, Marleen de Bruijne:
Transfer Learning for Multicenter Classification of Chronic Obstructive Pulmonary Disease. IEEE J. Biomed. Health Informatics 22(5): 1486-1496 (2018) - 2017
- [j1]Sanghoon Jun, Namkug Kim, Joon Beom Seo, Young Kyung Lee, David A. Lynch:
An Ensemble Method for Classifying Regional Disease Patterns of Diffuse Interstitial Lung Disease Using HRCT Images from Different Vendors. J. Digit. Imaging 30(6): 761-771 (2017)
Conference and Workshop Papers
- 2020
- [c3]Sundaresh Ram, Stephen M. Humphries, David A. Lynch, Craig J. Galbán, Charles R. Hatt:
Lung Lobe Segmentation With Automated Quality Assurance Using Deep Convolutional Neural Networks. ISBI Workshops 2020: 1-4 - 2018
- [c2]Stephen M. Humphries, Aleena M. Notary, Juan Pablo Centeno, David A. Lynch:
Automatic Classification of Centrilobular Emphysema on CT Using Deep Learning: Comparison with Visual Scoring. RAMBO+BIA+TIA@MICCAI 2018: 319-325 - 2012
- [c1]Carlos S. Mendoza, George R. Washko, James C. Ross, Alejandro A. Díaz, David A. Lynch, James D. Crapo, Edward K. Silverman, Begoña Acha, Carmen Serrano, Raúl San José Estépar:
Emphysema quantification in a multi-scanner HRCT cohort using local intensity distributions. ISBI 2012: 474-477
Informal and Other Publications
- 2019
- [i2]Max Argus, Cornelia Schaefer-Prokop, David A. Lynch, Bram van Ginneken:
Function Follows Form: Regression from Complete Thoracic Computed Tomography Scans. CoRR abs/1909.12047 (2019) - 2017
- [i1]Veronika Cheplygina, Isabel Pino Peña, Jesper Johannes Holst Pedersen, David A. Lynch, Lauge Sørensen, Marleen de Bruijne:
Transfer learning for multi-center classification of chronic obstructive pulmonary disease. CoRR abs/1701.05013 (2017)
Coauthor Index
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