EG
Eyjolfur Gudmundsson
Also known as: Eyjólfur Guðmundsson
University of Iceland, University College London, University of Chicago
Research areas: Medicine · Pulmonary and Respiratory Medicine · Occupational and environmental lung diseases · Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis · Radiomics and Machine Learning in Medical Imaging
0000-0002-7389-4477
Employment
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University of Iceland Adjunct2025 - Present
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University College London Postdoctoral Research Fellow2019 - 2022
Education
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University of Chicago Ph.D. in Medial Physics2014 - 2019
Projects & Funding
Projects & funding information is unavailable.
Publications (23)
- Radiomics for predicting histological subtypes of pleural mesothelioma on CT scans with and without necrosis Save
- Convolutional Neural Networks for Segmentation of Pleural Mesothelioma: Analysis of Probability Map Thresholds (CALGB 30901, Alliance) Save
- Enhancing cancer prediction in challenging screen-detected incident lung nodules using time-series deep learning Save
- Interpolation-split: a data-centric deep learning approach with big interpolated data to boost airway segmentation performance Save
- Mortality surrogates in combined pulmonary fibrosis and emphysema Save
- Automated airway quantification associates with mortality in idiopathic pulmonary fibrosis Save
- Association of Change in Upper Lung Zone Radiologic Pleuroparenchymal Fibroelastosis (PPFE) With Mortality in a Lung Cancer Screening Cohort Save
- Delineating associations of progressive pleuroparenchymal fibroelastosis in patients with pulmonary fibrosis Save
- Evaluation of Change in Upper Lung Zone Radiologic Pleuroparenchymal Fibroelastosis (PPFE) as a Predictor of Mortality in Idiopathic Pulmonary Fibrosis (IPF) Save
- Temporal progression of mediastinal lymphadenopathy in idiopathic pulmonary fibrosis Save
- Imaging in pleural mesothelioma: A review of the 15th International Conference of the International Mesothelioma Interest Group Save
- Prognostic Imaging Biomarker Discovery in Survival Analysis for Idiopathic Pulmonary Fibrosis Save
- Pleuroparenchymal fibroelastosis in idiopathic pulmonary fibrosis: Survival analysis using visual and computer-based computed tomography assessment Save
- Mortality in combined pulmonary fibrosis and emphysema patients is determined by the sum of pulmonary fibrosis and emphysema Save
- Effects of Visually Scored Pleuroparenchymal Fibroelastosis Severity on Functional Decline and Mortality in IPF Patients Save
- Deep learning-based segmentation of malignant pleural mesothelioma tumor on computed tomography scans: application to scans demonstrating pleural effusion Save
- P1.06-04 Deep Learning-Based Segmentation of Mesothelioma on CT Scans: Application to Patient Scans Exhibiting Pleural Effusion Save
- Imaging in pleural mesothelioma: A review of the 14th International Conference of the International Mesothelioma Interest Group Save
- Pre-trained deep convolutional neural networks for the segmentation of malignant pleural mesothelioma tumor on CT scans Save
- Dynamic contrast-enhanced CT for the assessment of tumour response in malignant pleural mesothelioma: a pilot study Save