Pre-trained deep convolutional neural networks for the segmentation of malignant pleural mesothelioma tumor on CT scans. - Eyjolfur Gudmundsson; Christopher M. Straus; Samuel G. Armato (Computer-Aided Diagnosis, 2019)

Prognostic Imaging Biomarker Discovery in Survival Analysis for Idiopathic Pulmonary Fibrosis. - An Zhao; Ahmed H. Shahin; Yukun Zhou; Eyjolfur Gudmundsson; Adam Szmul; Nesrin Mogulkoc; Frouke Van Beek; Christopher Brereton; Hendrik W. Van Es; Katarina Pontoppidan; Recep Savas; Timothy Wallis; et al. (MICCAI (8), 2022)

Enhancing Cancer Prediction in Challenging Screen-Detected Incident Lung Nodules Using Time-Series Deep Learning. - Shahab Aslani; Pavan Alluri; Eyjolfur Gudmundsson; Edward Chandy; John McCabe; Anand Devaraj; Carolyn Horst; Sam M. Janes; Rahul Chakkara; Arjun Nair; Daniel C. Alexander; SUMMIT Consortium; et al. (CoRR, 2022)

A data-centric deep learning approach to airway segmentation. - Wing Keung Cheung; Ashkan Pakzad; Nesrin Mogulkoc; Sarah Needleman; Bojidar Rangelov; Eyjolfur Gudmundsson; An Zhao; Mariam Abbas; Davina McLaverty; Dimitrios Asimakopoulos; Robert Chapman; Recep Savas; et al. (CoRR, 2023)

Convolutional Neural Networks for Segmentation of Malignant Pleural Mesothelioma: Analysis of Probability Map Thresholds (CALGB 30901, Alliance). - Mena Shenouda; Eyjólfur Gudmundsson; Feng Li 018; Christopher M. Straus; Hedy L. Kindler; Arkadiusz Z. Dudek; Thomas Stinchcombe; Xiaofei Wang; Adam Starkey; Samuel G. Armato III (CoRR, 2023)

Enhancing cancer prediction in challenging screen-detected incident lung nodules using time-series deep learning. - Shahab Aslani; Pavan Alluri; Eyjolfur Gudmundsson; Edward Chandy; John McCabe; Anand Devaraj; Carolyn Horst; Sam M. Janes; Rahul Chakkara; Daniel C. Alexander; Arjun Nair; Joseph Jacob (Comput. Medical Imaging Graph., 2024)

Interpolation-split: a data-centric deep learning approach with big interpolated data to boost airway segmentation performance. - Wing Keung Cheung; Ashkan Pakzad; Nesrin Mogulkoc; Sarah Needleman; Bojidar Rangelov; Eyjolfur Gudmundsson; An Zhao; Mariam Abbas; Davina McLaverty; Dimitrios Asimakopoulos; Robert Chapman; Recep Savas; et al. (J. Big Data, 2024)