Lung pattern classification for interstitial lung diseases using a deep convolutional neural network
…, S Christodoulidis, L Ebner… - IEEE transactions on …, 2016 - ieeexplore.ieee.org
Automated tissue characterization is one of the most crucial components of a computer aided
diagnosis (CAD) system for interstitial lung diseases (ILDs). Although much research has …
diagnosis (CAD) system for interstitial lung diseases (ILDs). Although much research has …
[HTML][HTML] Pulmonary function and radiological features 4 months after COVID-19: first results from the national prospective observational Swiss COVID-19 lung study
SA Guler, L Ebner, C Aubry-Beigelman… - European respiratory …, 2021 - Eur Respiratory Soc
Background The infectious coronavirus disease 2019 (COVID-19) pandemic is an ongoing
global healthcare challenge. Up to one-third of hospitalised patients develop severe …
global healthcare challenge. Up to one-third of hospitalised patients develop severe …
Multisource transfer learning with convolutional neural networks for lung pattern analysis
…, M Anthimopoulos, L Ebner… - IEEE journal of …, 2016 - ieeexplore.ieee.org
Early diagnosis of interstitial lung diseases is crucial for their treatment, but even experienced
physicians find it difficult, as their clinical manifestations are similar. In order to assist with …
physicians find it difficult, as their clinical manifestations are similar. In order to assist with …
Semantic segmentation of pathological lung tissue with dilated fully convolutional networks
…, S Christodoulidis, L Ebner… - IEEE journal of …, 2018 - ieeexplore.ieee.org
Early and accurate diagnosis of interstitial lung diseases (ILDs) is crucial for making treatment
decisions, but can be challenging even for experienced radiologists. The diagnostic …
decisions, but can be challenging even for experienced radiologists. The diagnostic …
Using hyperpolarized 129Xe MRI to quantify regional gas transfer in idiopathic pulmonary fibrosis
Background Assessing functional impairment, therapeutic response and disease
progression in patients with idiopathic pulmonary fibrosis (IPF) continues to be challenging. …
progression in patients with idiopathic pulmonary fibrosis (IPF) continues to be challenging. …
[HTML][HTML] Computer-aided diagnosis of pulmonary fibrosis using deep learning and CT images
…, SG Mougiakakou, L Ebner - Investigative …, 2019 - journals.lww.com
Objectives The objective of this study is to assess the performance of a computer-aided
diagnosis (CAD) system (INTACT system) for the automatic classification of high-resolution …
diagnosis (CAD) system (INTACT system) for the automatic classification of high-resolution …
[HTML][HTML] State-of-the-art imaging of liver fibrosis and cirrhosis: A comprehensive review of current applications and future perspectives
Objective The purpose of this article is to provide a comprehensive overview of imaging
findings in patients with hepatic fibrosis and cirrhosis; and to describe which radiological/clinical …
findings in patients with hepatic fibrosis and cirrhosis; and to describe which radiological/clinical …
Performance of ultralow-dose CT with iterative reconstruction in lung cancer screening: limiting radiation exposure to the equivalent of conventional chest X-ray …
Objective To investigate the detection rate of pulmonary nodules in ultralow-dose CT acquisitions.
Materials and methods In this lung phantom study, 232 nodules (115 solid, 117 ground…
Materials and methods In this lung phantom study, 232 nodules (115 solid, 117 ground…
The role of hyperpolarized 129xenon in MR imaging of pulmonary function
In the last two decades, functional imaging of the lungs using hyperpolarized noble gases
has entered the clinical stage. Both helium ( 3 He) and xenon ( 129 Xe) gas have been …
has entered the clinical stage. Both helium ( 3 He) and xenon ( 129 Xe) gas have been …
[HTML][HTML] A comprehensive review of imaging findings in COVID-19-status in early 2021
Medical imaging methods are assuming a greater role in the workup of patients with COVID-19,
mainly in relation to the primary manifestation of pulmonary disease and the tissue …
mainly in relation to the primary manifestation of pulmonary disease and the tissue …