Extracting lung function-correlated information from CT-encoded static textures
The inherent characteristics of lung tissues, which are independent of breathing manoeuvre,
may provide fundamental information on lung function. This paper attempted to study …
may provide fundamental information on lung function. This paper attempted to study …
Respiratory Invariant Textures From Static Computed Tomography Scans for Explainable Lung Function Characterization
Purpose: The inherent characteristics of lung tissue independent of breathing maneuvers
may provide fundamental information for function assessment. This paper attempted to …
may provide fundamental information for function assessment. This paper attempted to …
Radiomic features of lung cancer and their dependency on CT image acquisition parameters
Purpose: While image features extracted from CT images are of great importance in aiding
diagnosis and personalizing therapy planning for lung cancer patients, they may highly …
diagnosis and personalizing therapy planning for lung cancer patients, they may highly …
Quantification of lung function on CT images based on pulmonary radiomic filtering
Purpose To develop a radiomics filtering technique for characterizing spatial‐encoded
regional pulmonary ventilation information on lung computed tomography (CT). Methods …
regional pulmonary ventilation information on lung computed tomography (CT). Methods …
Machine learning reveals the texture of regional lung ventilation at CT
SB Fain - Radiology, 2019 - pubs.rsna.org
Dr Fain is professor and director of the Pulmonary and Metabolic Imaging Center at the
University of Wisconsin–Madison and is an expert in lung imaging with MRI and multi …
University of Wisconsin–Madison and is an expert in lung imaging with MRI and multi …
Accuracy and variability of texture-based radiomics features of lung lesions across CT imaging conditions
Y Zheng, J Solomon, K Choudhury… - … 2017: Physics of …, 2017 - spiedigitallibrary.org
Texture analysis for lung lesions is sensitive to changing imaging conditions but these
effects are not well understood, in part, due to a lack of ground-truth phantoms with realistic …
effects are not well understood, in part, due to a lack of ground-truth phantoms with realistic …
Classification of texture patterns in CT lung imaging
T Nuzhnaya, V Megalooikonomou… - Medical Imaging …, 2011 - spiedigitallibrary.org
Since several lung diseases can be potentially diagnosed based on the patterns of lung
tissue observed in medical images, automated texture classification can be useful in …
tissue observed in medical images, automated texture classification can be useful in …
[HTML][HTML] identification of CT texture features robust to tumor size variations for normal lung texture analysis
Normal lung CT texture features have been used for the prediction of radiation-induced lung
disease (RILD). For these features to be clinically useful, they should be robust to tumor size …
disease (RILD). For these features to be clinically useful, they should be robust to tumor size …
An exploratory radiomics approach to quantifying pulmonary function in CT images
Contemporary medical imaging is becoming increasingly more quantitative. The emerging
field of radiomics is a leading example. By translating unstructured data (ie, images) into …
field of radiomics is a leading example. By translating unstructured data (ie, images) into …
Semi-automatic classification of textures in thoracic CT scans
TTJP Kockelkorn, PA De Jong… - Physics in Medicine …, 2016 - iopscience.iop.org
The textural patterns in the lung parenchyma, as visible on computed tomography (CT)
scans, are essential to make a correct diagnosis in interstitial lung disease. We developed …
scans, are essential to make a correct diagnosis in interstitial lung disease. We developed …