Assessment of a computed tomography-based radiomics approach for assessing lung function in lung cancer patients

Y Ieko, N Kadoya, Y Sugai, S Mouri, M Umeda… - Physica Medica, 2022 - Elsevier
Purpose We aimed to assess radiomics approaches for estimating three pulmonary function
test (PFT) results (forced expiratory volume in one second [FEV1], forced vital capacity [FVC] …

Clinical validation of 4-dimensional computed tomography ventilation with pulmonary function test data

D Brennan, L Schubert, Q Diot, R Castillo… - International Journal of …, 2015 - Elsevier
Purpose A new form of functional imaging has been proposed in the form of 4-dimensional
computed tomography (4DCT) ventilation. Because 4DCTs are acquired as part of routine …

State-of-the-art radiological techniques improve the assessment of postoperative lung function in patients with non-small cell lung cancer

Y Ohno, H Koyama, M Nogami, D Takenaka… - European journal of …, 2011 - Elsevier
PURPOSE: The purpose of this study was to compare predictive capabilities for
postoperative lung function in non-small cell lung cancer (NSCLC) patients of the state-of …

Estimating lung function from computed tomography at the patient and lobe level using machine learning

LH Boulogne, JP Charbonnier, C Jacobs… - Medical …, 2024 - Wiley Online Library
Abstract Background Automated estimation of Pulmonary function test (PFT) results from
Computed Tomography (CT) could advance the use of CT in screening, diagnosis, and …

[HTML][HTML] A machine learning approach for preoperatively assessing pulmonary function with computed tomography in patients with lung cancer

H Meng, Y Liu, X Xu, Y Liao, H Liang… - Quantitative Imaging in …, 2023 - ncbi.nlm.nih.gov
Background It is clinically important to accurately assess the pulmonary function of patients
with lung cancer, especially before surgery. This knowledge can help clinicians to monitor …

[HTML][HTML] Clinical application of computed tomographic volumetric imaging in postoperative lung function assessment in patients with lung cancer

Z Xu, X Wang, Z Shen, B Shi, Y Zhang - BMC Medical Imaging, 2024 - Springer
Background To evaluate the effectiveness of the computed tomographic (CT) volumetric
analysis in postoperative lung function assessment and the predicting value for …

The value of CT-based radiomics in early assessment of chemotherapeutic effect in patients with advanced lung adenocarcinoma: a preliminary study

X Lin, H Wang, J Chen, T Lu, D Zheng… - Acta …, 2023 - journals.sagepub.com
Background Computed tomography (CT) is the preferred method for evaluating the
therapeutic effect of lung cancer. Radiomics parameters can provide a lot of supplementary …

[HTML][HTML] An exploratory radiomics approach to quantifying pulmonary function in CT images

KJ Lafata, Z Zhou, JG Liu, J Hong, CR Kelsey, FF Yin - Scientific reports, 2019 - nature.com
Contemporary medical imaging is becoming increasingly more quantitative. The emerging
field of radiomics is a leading example. By translating unstructured data (ie, images) into …

[HTML][HTML] Pulmonary functional imaging for lung adenocarcinoma: combined MRI assessment based on IVIM-DWI and OE-UTE-MRI

H Liu, L Zheng, G Shi, Q Xu, Q Wang, H Zhu… - Frontiers in …, 2021 - frontiersin.org
Purpose The goal of current study was to introduce noninvasive and reproducible MRI
methods for in vivo functional assessment of lung adenocarcinoma (LUAD). Methods Forty …

[HTML][HTML] Comparison between functional lung volume measurement and segment counting for predicting postoperative pulmonary function after pulmonary resection …

Z Fan, S Zhao, L Wang, F Li, J Wang, C Gu - BMC Pulmonary Medicine, 2023 - Springer
Background Functional lung volume (FLV) obtained from computed tomography images was
a breakthrough for lung imaging and functional assessment. We compared the accuracy of …