CT texture analysis: definitions, applications, biologic correlates, and challenges

MG Lubner, AD Smith, K Sandrasegaran, DV Sahani… - Radiographics, 2017 - pubs.rsna.org
This review discusses potential oncologic and nononcologic applications of CT texture
analysis (CTTA CT texture analysis), an emerging area of “radiomics” that extracts, analyzes …

[HTML][HTML] Introduction to radiomics for a clinical audience

C McCague, S Ramlee, M Reinius, I Selby, D Hulse… - Clinical Radiology, 2023 - Elsevier
Radiomics is a rapidly develo** field of research focused on the extraction of quantitative
features from medical images, thus converting these digital images into minable, high …

Liver fibrosis: Review of current imaging and MRI quantification techniques

L Petitclerc, G Sebastiani, G Gilbert… - Journal of Magnetic …, 2017 - Wiley Online Library
Liver fibrosis is characterized by the accumulation of extracellular matrix proteins such as
collagen in the liver interstitial space. All causes of chronic liver disease may lead to fibrosis …

Texture analysis and its applications in biomedical imaging: A survey

MK Ghalati, A Nunes, H Ferreira… - IEEE Reviews in …, 2021 - ieeexplore.ieee.org
Texture analysis describes a variety of image analysis techniques that quantify the variation
in intensity and pattern. This paper provides an overview of several texture analysis …

Recent advances in medical image processing for the evaluation of chronic kidney disease

I Alnazer, P Bourdon, T Urruty, O Falou, M Khalil… - Medical Image …, 2021 - Elsevier
Assessment of renal function and structure accurately remains essential in the diagnosis
and prognosis of Chronic Kidney Disease (CKD). Advanced imaging, including Magnetic …

Radiomics score: a potential prognostic imaging feature for postoperative survival of solitary HCC patients

BH Zheng, LZ Liu, ZZ Zhang, JY Shi, LQ Dong, LY Tian… - BMC cancer, 2018 - Springer
Background Radiomics is an emerging field in oncological research. In this study, we aimed
at develo** a radiomics score (rad-score) to estimate postoperative recurrence and …

Evaluation of hepatic fibrosis: a review from the society of abdominal radiology disease focus panel

JM Horowitz, SK Venkatesh, RL Ehman, K Jhaveri… - Abdominal …, 2017 - Springer
Hepatic fibrosis is potentially reversible; however early diagnosis is necessary for treatment
in order to halt progression to cirrhosis and development of complications including portal …

Texture analysis imaging “what a clinical radiologist needs to know”

G Corrias, G Micheletti, L Barberini, JS Suri… - European Journal of …, 2022 - Elsevier
Texture analysis has arisen as a tool to explore the amount of data contained in images that
cannot be explored by humans visually. Radiomics is a method that extracts a large number …

Multiparametric ultrasomics of significant liver fibrosis: A machine learning-based analysis

W Li, Y Huang, BW Zhuang, GJ Liu, HT Hu, X Li… - European …, 2019 - Springer
Objective To assess significant liver fibrosis by multiparametric ultrasomics data using
machine learning. Materials and Methods This prospective study consisted of 144 patients …

Progress in non-invasive detection of liver fibrosis

C Li, R Li, W Zhang - Cancer biology & medicine, 2018 - cancerbiomed.org
Liver fibrosis is an important pathological precondition for hepatocellular carcinoma. The
degree of hepatic fibrosis is positively correlated with liver cancer. Liver fibrosis is a series of …