David A. Lynch

Publication Activity (10 Years)

Years Active: 2012-2020
Publications (10 Years): 8

Top Topics

Manifold Alignment

Computed Tomography

Top Venues

J. Digit. Imaging

IEEE J. Biomed. Health Informatics

Publications

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)
Max Argus, Cornelia Schaefer-Prokop, David A. Lynch, Bram van Ginneken
Function Follows Form: Regression from Complete Thoracic Computed Tomography Scans. CoRR (2019)
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) (2018)
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)
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) (2018)
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)
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) (2017)
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 (2017)
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)