David A. Lynch
According to our database1,
David A. Lynch
authored at least 9 papers
between 2012 and 2020.
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Bibliography
2020
Lung Lobe Segmentation With Automated Quality Assurance Using Deep Convolutional Neural Networks.
Proceedings of the 2020 IEEE 17th International Symposium on Biomedical Imaging Workshops (ISBI Workshops), 2020
2019
CoRR, 2019
2018
Transfer Learning for Multicenter Classification of Chronic Obstructive Pulmonary Disease.
IEEE J. Biomed. Health Informatics, 2018
Comparison of Shallow and Deep Learning Methods on Classifying the Regional Pattern of Diffuse Lung Disease.
J. Digit. Imaging, 2018
Identification of usual interstitial pneumonia pattern using RNA-Seq and machine learning: challenges and solutions.
BMC Genom., 2018
Automatic Classification of Centrilobular Emphysema on CT Using Deep Learning: Comparison with Visual Scoring.
Proceedings of the Image Analysis for Moving Organ, Breast, and Thoracic Images, 2018
2017
An Ensemble Method for Classifying Regional Disease Patterns of Diffuse Interstitial Lung Disease Using HRCT Images from Different Vendors.
J. Digit. Imaging, 2017
Transfer learning for multi-center classification of chronic obstructive pulmonary disease.
CoRR, 2017
2012
Emphysema quantification in a multi-scanner HRCT cohort using local intensity distributions.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012