Texture analysis and machine learning to characterize suspected thyroid nodules and differentiated thyroid cancer: Where do we stand?
… In thyroid imaging, “texture” refers to the echographic … In a more objective texture analysis,
a variety of mathematical … the available literature data on texture analysis, with and without …
a variety of mathematical … the available literature data on texture analysis, with and without …
Texture analysis and machine learning for detecting myocardial infarction in noncontrast low-dose computed tomography: unveiling the invisible
M Mannil, J von Spiczak, R Manka… - Investigative …, 2018 - journals.lww.com
… The aim of this study was to test whether texture analysis and machine learning enable the
detection of myocardial infarction (MI) on non–contrast-enhanced low radiation dose cardiac …
detection of myocardial infarction (MI) on non–contrast-enhanced low radiation dose cardiac …
A machine learning approach on multiscale texture analysis for breast microcalcification diagnosis
… of texture analysis methods combined with machine learning … step, performed by texture
analysis methods, a features … , performed by means of machine learning techniques, in order to …
analysis methods, a features … , performed by means of machine learning techniques, in order to …
Prediction of benign and malignant solid renal masses: machine learning-based CT texture analysis
… In this context, combining the texture analysis with artificial intelligence or machine learning
(… tomography (CT) texture analysis to distinguish benign and malignant renal solid masses. …
(… tomography (CT) texture analysis to distinguish benign and malignant renal solid masses. …
Detection of extraprostatic extension of cancer on biparametric MRI combining texture analysis and machine learning: preliminary results
… is represented by histopathological analysis after radical prostatectomy. Texture analysis
(TA) is a quantitative postprocessing method for data extraction, while machine learning (ML) …
(TA) is a quantitative postprocessing method for data extraction, while machine learning (ML) …
Machine learning study of several classifiers trained with texture analysis features to differentiate benign from malignant soft‐tissue tumors in T1‐MRI images
… Machine learning classifiers trained with texture analysis features are potentially valuable for
detecting malignant tumors in T1-MRI images. Analysis of the learning … a machine learning …
detecting malignant tumors in T1-MRI images. Analysis of the learning … a machine learning …
Texture analysis and machine learning of non-contrast T1-weighted MR images in patients with hypertrophic cardiomyopathy—Preliminary results
… Texture analysis Texture analysis was performed in all 32 patients and 30 controls by a
reader ([yy], … Texture analysis then was directly performed in MaZda based on the drawn ROIs. …
reader ([yy], … Texture analysis then was directly performed in MaZda based on the drawn ROIs. …
[HTML][HTML] Dual-energy CT texture analysis with machine learning for the evaluation and characterization of cervical lymphadenopathy
M Seidler, B Forghani, C Reinhold, A Pérez-Lara… - Computational and …, 2019 - Elsevier
… In this study, we demonstrate that texture analysis with machine learning can be used to
distinguish different pathologic and normal lymph nodes in the neck with a very high accuracy. …
distinguish different pathologic and normal lymph nodes in the neck with a very high accuracy. …
Textural differences between renal cell carcinoma subtypes: Machine learning-based quantitative computed tomography texture analysis with independent external …
B Kocak, AH Yardimci, CT Bektas… - European Journal of …, 2018 - Elsevier
… Texture analysis is an image processing algorithm for … To date, numerous texture features
have been assessed by … Although the field of quantitative texture analysis is still in its infancy, …
have been assessed by … Although the field of quantitative texture analysis is still in its infancy, …
Texture analysis of muscle MRI: machine learning-based classifications in idiopathic inflammatory myopathies
K Nagawa, M Suzuki, Y Yamamoto, K Inoue… - Scientific reports, 2021 - nature.com
… A texture analysis (TA) is an image analysis technique that allows for the quantification of …
To the best of our knowledge, an analysis of IIMs with texture features derived from muscle …
To the best of our knowledge, an analysis of IIMs with texture features derived from muscle …
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