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] Treatment of hepatocellular carcinoma in patients with portal vein tumor thrombosis: beyond the known frontiers

L Cerrito, BE Annicchiarico, R Iezzi… - World journal of …, 2019 - ncbi.nlm.nih.gov
Hepatocellular carcinoma is one of the most frequent malignant tumors worldwide: Portal
vein tumor thrombosis (PVTT) occurs in about 35%-50% of patients and represents a strong …

Prediction of pancreatic neuroendocrine tumor grade based on CT features and texture analysis

R Canellas, KS Burk, A Parakh… - American Journal of …, 2018 - Am Roentgen Ray Soc
OBJECTIVE. The purposes of this study were to assess whether CT texture analysis and CT
features are predictive of pancreatic neuroendocrine tumor (PNET) grade based on the …

Portal vein tumor thrombosis and hepatocellular carcinoma–the changing tides

AR Khan, X Wei, X Xu - Journal of Hepatocellular Carcinoma, 2021 - Taylor & Francis
Portal vein involvement is considered one of the most fearful complications of hepatocellular
carcinoma (HCC). Portal vein tumor thrombosis (PVTT) is associated with aggressive tumor …

Radiomics in liver diseases: Current progress and future opportunities

J Wei, H Jiang, D Gu, M Niu, F Fu, Y Han… - Liver …, 2020 - Wiley Online Library
Liver diseases, a wide spectrum of pathologies from inflammation to neoplasm, have
become an increasingly significant health problem worldwide. Noninvasive imaging plays a …

Role of machine learning in precision oncology: applications in gastrointestinal cancers

A Tabari, SM Chan, OMF Omar, SI Iqbal, MS Gee… - Cancers, 2022 - mdpi.com
Simple Summary Worldwide gastrointestinal (GI) malignancies account for about 25% of the
global cancer incidence. For some malignancies, screening programs, such as routine colon …

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 …

Portal vein thrombosis: the role of imaging in the clinical setting

C Margini, A Berzigotti - Digestive and liver disease, 2017 - Elsevier
Portal vein thrombosis is an infrequent condition occurring in several different clinical
scenarios. In the last years it has been increasingly recognised due to the broad use of …

Portal vein thrombosis in cirrhosis

A Shukla, S Giri - Journal of Clinical and Experimental Hepatology, 2022 - Elsevier
Patients with cirrhosis of the liver are at high risk of developing portal vein thrombosis (PVT),
which has a complex, multifactorial cause. The condition may present with a myriad of …

Clinical value of machine learning-based ultrasomics in preoperative differentiation between hepatocellular carcinoma and intrahepatic cholangiocarcinoma: a …

S Ren, Q Li, S Liu, Q Qi, S Duan, B Mao, X Li… - Frontiers in …, 2021 - frontiersin.org
Objective This study aims to explore the clinical value of machine learning-based
ultrasomics in the preoperative noninvasive differentiation between hepatocellular …