Emphysema quantification in a multi-scanner HRCT cohort using local intensity distributions. - Carlos S. Mendoza; George R. Washko; James C. Ross; Alejandro A. Díaz 001; David A. Lynch; James D. Crapo; Edward K. Silverman; Begoña Acha; Carmen Serrano; Raúl San José Estépar (ISBI, 2012)

Transfer learning for multi-center classification of chronic obstructive pulmonary disease. - Veronika Cheplygina; Isabel Pino Peña; Jesper Johannes Holst Pedersen; David A. Lynch; Lauge Sørensen; Marleen de Bruijne (CoRR, 2017)

An Ensemble Method for Classifying Regional Disease Patterns of Diffuse Interstitial Lung Disease Using HRCT Images from Different Vendors. - Sanghoon Jun; Namkug Kim; Joon Beom Seo; Young Kyung Lee; David A. Lynch (J. Digit. Imaging, 2017)

Automatic Classification of Centrilobular Emphysema on CT Using Deep Learning: Comparison with Visual Scoring. - Stephen M. Humphries; Aleena M. Notary; Juan Pablo Centeno; David A. Lynch (RAMBO+BIA+TIA@MICCAI, 2018)

Identification of usual interstitial pneumonia pattern using RNA-Seq and machine learning: challenges and solutions. - 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 024 (BMC Genom., 2018)

Comparison of Shallow and Deep Learning Methods on Classifying the Regional Pattern of Diffuse Lung Disease. - Guk Bae Kim; Kyu-Hwan Jung; Yeha Lee; Hyun-Jun Kim; Namkug Kim; Sanghoon Jun; Joon Beom Seo; David A. Lynch (J. Digit. Imaging, 2018)

Transfer Learning for Multicenter Classification of Chronic Obstructive Pulmonary Disease. - Veronika Cheplygina; Isabel Pino Peña; Jesper Holst Pedersen; David A. Lynch; Lauge Sørensen; Marleen de Bruijne (IEEE J. Biomed. Health Informatics, 2018)

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

Lung Lobe Segmentation With Automated Quality Assurance Using Deep Convolutional Neural Networks. - Sundaresh Ram; Stephen M. Humphries; David A. Lynch; Craig J. Galbán; Charles R. Hatt (ISBI Workshops, 2020)