Article
Oncology
Jingwei Wei, Hanyu Jiang, Mengsu Zeng, Meiyun Wang, Meng Niu, Dongsheng Gu, Huanhuan Chong, Yanyan Zhang, Fangfang Fu, Mu Zhou, Jie Chen, Fudong Lyv, Hong Wei, Mustafa R. Bashir, Bin Song, Hongjun Li, Jie Tian
Summary: Microvascular invasion (MVI) is a critical risk factor for postoperative recurrence of hepatocellular carcinoma (HCC), and preoperative knowledge of MVI can aid in tailored surgical planning. This study found that deep learning (DL) is more effective in MVI prediction than traditional imaging methods, with gadoxetic acid-enhanced magnetic resonance imaging (EOB-MRI) proving to be superior to contrast-enhanced computed tomography (CE-CT) for MVI assessment.
Article
Radiology, Nuclear Medicine & Medical Imaging
Xiang-Pan Meng, Yuan-Cheng Wang, Jia-Ying Zhou, Qian Yu, Chun-Qiang Lu, Cong Xia, Tian-Yu Tang, Jiajia Xu, Ke Sun, Wenbo Xiao, Shenghong Ju
Summary: Both CT and MRI showed comparable predictive performance for MVI in solitary HCC. The radiomics signatures of MRI only had significant added value for predicting MVI in HCC of 2-5 cm.
JOURNAL OF MAGNETIC RESONANCE IMAGING
(2021)
Article
Medicine, General & Internal
Wenjun Yao, Shuo Yang, Yaqiong Ge, Wenlong Fan, Li Xiang, Yang Wan, Kangchen Gu, Yan Zhao, Rujing Zha, Junjie Bu
Summary: Triphasic CT can be used to predict microvascular invasion in patients with hepatocellular carcinoma (HCC), and the novel combined clinical predictive model performed the best in predicting MVI, which can guide personalized treatment of HCC.
FRONTIERS IN MEDICINE
(2022)
Review
Medicine, General & Internal
Gianvito Candita, Sara Rossi, Karolina Cwiklinska, Salvatore Claudio Fanni, Dania Cioni, Riccardo Lencioni, Emanuele Neri
Summary: Hepatocellular carcinoma (HCC) is a significant cause of oncologic mortality worldwide and poses challenges for healthcare systems. Early detection and appropriate therapy are crucial for improving patient outcomes. Imaging techniques play a vital role in the surveillance, detection, diagnosis, and post-treatment follow-up of HCC. The unique imaging characteristics of HCC lesions, especially the assessment of their vascularity using contrast-enhanced CT, MR, or CEUS, allow for accurate noninvasive diagnosis and staging. The use of imaging has expanded to include the detection of early-stage hepatocarcinogenesis using ultrasound and hepatobiliary MRI contrast agents, as well as the application of artificial intelligence for diagnostic prediction, prognosis, and treatment evaluation.
Article
Radiology, Nuclear Medicine & Medical Imaging
Hyunho Cha, Jin-Young Choi, Young Nyun Park, Kyunghwa Han, Mi Jang, Myeong-Jin Kim, Mi-Suk Park, Hyungjin Rhee
Summary: This study investigated the imaging findings of macrotrabecular-massive hepatocellular carcinoma (MTM-HCC) on CT and MRI. The results showed that MTM-HCC was associated with certain imaging characteristics on CT and MRI, such as arterial phase hypovascular component and non-smooth tumor margin. The MRI diagnostic criteria for MTM-HCC were applicable on CT, showing similar diagnostic performance and prognostic significance.
EUROPEAN RADIOLOGY
(2023)
Article
Gastroenterology & Hepatology
Yue-Ming Li, Yue-Min Zhu, Lan-Mei Gao, Ze-Wen Han, Xiao-Jie Chen, Chuan Yan, Rong-Ping Ye, Dai-Rong Cao
Summary: A radiomic analysis model based on pre-operative MRI data can be used to predict microvascular invasion in patients with hepatocellular carcinoma, potentially improving treatment planning.
WORLD JOURNAL OF GASTROENTEROLOGY
(2022)
Article
Gastroenterology & Hepatology
Peng Liu, Xian-Zhen Tan, Ting Zhang, Qian-Biao Gu, Xian-Hai Mao, Yan-Chun Li, Ya-Qiong He
Summary: This study aimed to investigate the predictive value of computed tomography radiomics for MVI in solitary HCC <= 5 cm. The results showed that radiomics had a higher predictive ability for MVI compared to image features.
WORLD JOURNAL OF GASTROENTEROLOGY
(2021)
Article
Radiology, Nuclear Medicine & Medical Imaging
Roberto Cannella, Maxime Ronot, Riccardo Sartoris, Francois Cauchy, Christian Hobeika, Aurelie Beaufrere, Loic Trapani, Valerie Paradis, Mohamed Bouattour, Fanny Bonvalet, Valerie Vilgrain, Marco Dioguardi Burgio
Summary: This study compared the diagnostic value of contrast-enhanced CT and ECA-MRI in detecting a tumor capsule in hepatocellular carcinoma (HCC) using histopathologic findings as reference. ECA-MRI showed higher sensitivity for detecting the tumor capsule, while CT had better specificity. Capsule enhancement was more frequently visualized on ECA-MRI, with moderate inter-reader agreement for both modalities.
DIAGNOSTIC AND INTERVENTIONAL IMAGING
(2021)
Article
Radiology, Nuclear Medicine & Medical Imaging
Yunyun Wei, Wei Pei, Yunying Qin, Danke Su, Hai Liao
Summary: This study found that preoperative MR imaging features such as tumor size, nonsmooth tumor margin, and presence of mosaic architecture can predict early recurrence of solitary HCC without MVI after curative resection. A nomogram was constructed to estimate individualized risk, incorporating these features identified through multivariable analysis.
EUROPEAN JOURNAL OF RADIOLOGY
(2021)
Article
Radiology, Nuclear Medicine & Medical Imaging
Jianping Liu, Dongliang Cheng, Yuting Liao, Chun Luo, Qiucheng Lei, Xin Zhang, Luyi Wang, Zhibo Wen, Mingyong Gao
Summary: This study investigated whether a simple prediction model using noncontrast-enhanced T2-weighted magnetic resonance imaging (MRI) could preoperatively predict microvascular invasion (MVI) in hepatocellular carcinoma (HCC). The results showed that the model using radiomic features from single T2WI can predict MVI in HCC, and has the potential to be a simple and fast method to provide objective information for decision-making during clinical treatment.
QUANTITATIVE IMAGING IN MEDICINE AND SURGERY
(2023)
Article
Radiology, Nuclear Medicine & Medical Imaging
Jianping Liu, Dongliang Cheng, Yuting Liao, Chun Luo, Qiucheng Lei, Xin Zhang, Luyi Wang, Zhibo Wen, Mingyong Gao
Summary: This study developed a simple prediction model using noncontrast-enhanced T2-weighted magnetic resonance imaging to predict microvascular invasion in hepatocellular carcinoma. The model showed good performance in predicting MVI and has the potential to serve as a simple and fast method for clinical decision making, providing objective information.
QUANTITATIVE IMAGING IN MEDICINE AND SURGERY
(2023)
Review
Radiology, Nuclear Medicine & Medical Imaging
Ling Song, Jiawu Li, Yan Luo
Summary: The meta-analysis revealed a significant relationship between MVI and nonsmooth tumor margin as well as between MVI and incomplete tumor capsule in HCC. These parameters are likely to play an important role in predicting MVI.
Article
Radiology, Nuclear Medicine & Medical Imaging
Ji Young Choi, Rohee Park, Sang Hyun Choi, Hyeon Ji Jang, Se Jin Choi, Subin Heo
Summary: This study evaluated the added value of threshold growth for diagnosing hepatocellular carcinoma on gadoxetic acid-enhanced MRI. The results showed that when threshold growth was used as a major imaging feature, the sensitivity of the European Association for the Study of the Liver criteria was significantly higher compared to when it was not used. There was no significant difference in the sensitivities of the Asian Pacific Association for the Study of the Liver and Korean Liver Cancer Association-National Cancer Center criteria. Threshold growth had added value for improving the sensitivity of the European Association for the Study of the Liver criteria without extending washout to transitional-phase or hepatobiliary-phase images.
EUROPEAN JOURNAL OF RADIOLOGY
(2023)
Article
Radiology, Nuclear Medicine & Medical Imaging
Houjiao Dai, Minhua Lu, Bingsheng Huang, Mimi Tang, Tiantian Pang, Bing Liao, Huasong Cai, Mengqi Huang, Yongjin Zhou, Xin Chen, Huijun Ding, Shi-Ting Feng
Summary: Imaging sequences, feature extraction and selection methods, and classifiers have a considerable impact on the predictive performance of radiomics models for hepatocellular carcinoma microvascular invasion.
QUANTITATIVE IMAGING IN MEDICINE AND SURGERY
(2021)
Article
Gastroenterology & Hepatology
Roberto Cannella, Marco Dioguardi Burgio, Aurelie Beaufrere, Loic Trapani, Valerie Paradis, Christian Hobeika, Francois Cauchy, Mohamed Bouattour, Valerie Vilgrain, Riccardo Sartoris, Maxime Ronot
Summary: In this study, the distribution of LI-RADS major features and categories did not differ among different histological subtypes of hepatocellular carcinoma in high-risk patients. However, tumour-in-vein, LR-M features, and ancillary features can provide valuable information for the non-invasive diagnosis of hepatocellular carcinoma subtypes.
Article
Peripheral Vascular Disease
Tianqiang Qin, Xiaoqin Zhou, Ji Wang, Xinyu Wu, Yulin Li, Ling Wang, He Huang, Jing Li
JOURNAL OF CLINICAL HYPERTENSION
(2016)
Article
Health Care Sciences & Services
Xinyu Wu, Huan Sun, Xiaoqin Zhou, Ji Wang, Jing Li
BMC MEDICAL RESEARCH METHODOLOGY
(2018)
Article
Psychiatry
Bingli Du, Xiaozhi Ma, Xiancai Ou, Ye Jin, Pengwei Ren, Jing Li
PSYCHIATRY RESEARCH
(2018)
Article
Multidisciplinary Sciences
Ji Wang, Tianqiang Qin, Jianrong Chen, Yulin Li, Ling Wang, He Huang, Jing Li
Article
Surgery
Shiyou Wei, Chenglin Guo, Jintao He, Qunyou Tan, Jiandong Mei, Zhenyu Yang, Chengwu Liu, Qiang Pu, Lin Ma, Yong Yuan, Feng Lin, Yunke Zhu, Hu Liao, Wenping Wang, Zheng Liu, Qiang Li, Bin Jiang, Chuan Li, Lang Xia, Kejia Zhao, Fanyi Gan, Jiahan Cheng, Zhu Wu, Yun Wang, Yidan Lin, Yingli Kou, Guowei Che, Longqi Chen, Jing Li, Lunxu Liu
Review
Dermatology
Ya-Na Su, Ding-Yun Zhao, Yong-Hong Li, Tian-Qi Yu, Huan Sun, Xin-Yu Wu, Xiao-Qin Zhou, Jing Li
INTERNATIONAL WOUND JOURNAL
(2020)
Review
Dermatology
Ding-Yun Zhao, Ya-Na Su, Yong-Hong Li, Tian-Qi Yu, Jing Li, Chong-Qi Tu
INTERNATIONAL WOUND JOURNAL
(2020)