Cargando…

Prediction of Microvascular Invasion in Hepatocellular Carcinoma via Deep Learning: A Multi-Center and Prospective Validation Study

SIMPLE SUMMARY: Microvascular invasion (MVI) is an independent risk factor for postoperative recurrence of hepatocellular carcinoma (HCC). Preoperative knowledge of MVI would assist with tailored surgical strategy making to prolong patient survival. Previous radiological studies proved the role of n...

Descripción completa

Detalles Bibliográficos
Autores principales:	Wei, Jingwei, Jiang, Hanyu, Zeng, Mengsu, Wang, Meiyun, Niu, Meng, Gu, Dongsheng, Chong, Huanhuan, Zhang, Yanyan, Fu, Fangfang, Zhou, Mu, Chen, Jie, Lyv, Fudong, Wei, Hong, Bashir, Mustafa R., Song, Bin, Li, Hongjun, Tian, Jie
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2021
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8156235/ https://www.ncbi.nlm.nih.gov/pubmed/34068972 http://dx.doi.org/10.3390/cancers13102368

Ejemplares similares

Predicting microvascular invasion in hepatocellular carcinoma: A dual‐institution study on gadoxetate disodium‐enhanced MRI
por: Jiang, Hanyu, et al.
Publicado: (2022)

An excellent nomogram predicts microvascular invasion that cannot independently stratify outcomes of small hepatocellular carcinoma
por: Chong, Huanhuan, et al.
Publicado: (2021)

Radiomics in liver diseases: Current progress and future opportunities
por: Wei, Jingwei, et al.
Publicado: (2020)

Development and validation of the OSASH score to predict overall survival of hepatocellular carcinoma after surgical resection: a dual-institutional study
por: Wei, Hong, et al.
Publicado: (2023)

Deep learning for evaluation of microvascular invasion in hepatocellular carcinoma from tumor areas of histology images
por: Chen, Qiaofeng, et al.
Publicado: (2022)

The Feasibility of Using Tri-Exponential Intra-Voxel Incoherent Motion DWI for Identifying the Microvascular Invasion in Hepatocellular Carcinoma
por: Zhang, Yunfei, et al.
Publicado: (2023)

Preoperative identification of microvascular invasion in hepatocellular carcinoma by XGBoost and deep learning
por: Jiang, Yi-Quan, et al.
Publicado: (2020)

Deep-learning-based analysis of preoperative MRI predicts microvascular invasion and outcome in hepatocellular carcinoma
por: Sun, Bao-Ye, et al.
Publicado: (2022)

Peritumoral Dilation Radiomics of Gadoxetate Disodium-Enhanced MRI Excellently Predicts Early Recurrence of Hepatocellular Carcinoma without Macrovascular Invasion After Hepatectomy
por: Chong, Huanhuan, et al.
Publicado: (2021)

Combined hepatocellular-cholangiocarcinoma: which preoperative clinical data and conventional MRI characteristics have value for the prediction of microvascular invasion and clinical significance?
por: Wang, Xiaolong, et al.
Publicado: (2020)

Predicting microvascular invasion in hepatocellular carcinoma: a deep learning model validated across hospitals
por: Liu, Shu-Cheng, et al.
Publicado: (2021)

Estimating Microvascular Invasion in Patients with Resectable Multinodular Hepatocellular Carcinoma by Using Preoperative Contrast-Enhanced MRI: Establishment and Validation of a Risk Score
por: Wu, Fei, et al.
Publicado: (2023)

Preoperative computed tomography and serum α-fetoprotein to predict microvascular invasion in hepatocellular carcinoma
por: Zhang, Wei, et al.
Publicado: (2018)

Deep Learning of Liver Contrast-Enhanced Ultrasound to Predict Microvascular Invasion and Prognosis in Hepatocellular Carcinoma
por: Zhang, Yafang, et al.
Publicado: (2022)

Radiomic Features of Multi-ROI and Multi-Phase MRI for the Prediction of Microvascular Invasion in Solitary Hepatocellular Carcinoma
por: Yang, Yan, et al.
Publicado: (2021)

The clinical significance of microvascular invasion in the surgical planning and postoperative sequential treatment in hepatocellular carcinoma
por: Wang, Wentao, et al.
Publicado: (2021)

A Non-Invasive Nomogram for Preoperative Prediction of Microvascular Invasion Risk in Hepatocellular Carcinoma
por: Wang, Huanhuan, et al.
Publicado: (2021)

Superb microvascular imaging technique in depicting vascularity in focal liver lesions: more hypervascular supply patterns were depicted in hepatocellular carcinoma
por: Yang, Fan, et al.
Publicado: (2019)

Revisiting Surgical Strategies for Hepatocellular Carcinoma With Microvascular Invasion
por: Zhang, Er-lei, et al.
Publicado: (2021)

Imaging prognostication and tumor biology in hepatocellular carcinoma
por: Kadi, Diana, et al.
Publicado: (2023)

A fully automatic deep learning system for COVID-19 diagnostic and prognostic analysis
por: Wang, Shuo, et al.
Publicado: (2020)

Preoperative prediction of lymphovascular invasion of colorectal cancer by radiomics based on 18F-FDG PET-CT and clinical factors
por: Yang, Yan, et al.
Publicado: (2023)

The Value of TTPVI in Prediction of Microvascular Invasion in Hepatocellular Carcinoma
por: Zhang, Tao, et al.
Publicado: (2020)

MRI features predict microvascular invasion in intrahepatic cholangiocarcinoma
por: Ma, Xijuan, et al.
Publicado: (2020)

Prediction early recurrence of hepatocellular carcinoma eligible for curative ablation using a Radiomics nomogram
por: Yuan, Chunwang, et al.
Publicado: (2019)

Clinical Interpretability of Deep Learning for Predicting Microvascular Invasion in Hepatocellular Carcinoma by Using Attention Mechanism
por: You, Huayu, et al.
Publicado: (2023)

Development and validation of a prediction model for microvascular invasion in hepatocellular carcinoma
por: Wang, Lin, et al.
Publicado: (2020)

Predictive machine learning model for microvascular invasion identification in hepatocellular carcinoma based on the LI-RADS system
por: Yang, Xue, et al.
Publicado: (2022)

High-speed swept source optical coherence Doppler tomography for deep brain microvascular imaging
por: Chen, Wei, et al.
Publicado: (2016)

Diagnostic Value of Superb Microvascular Imaging in Parotid Tumors
por: Zhao, Lihui, et al.
Publicado: (2020)

Radiomic Feature-Based Predictive Model for Microvascular Invasion in Patients With Hepatocellular Carcinoma
por: He, Mu, et al.
Publicado: (2020)

Identification of serologic biomarkers for predicting microvascular invasion in hepatocellular carcinoma
por: Yu, Yuan-Quan, et al.
Publicado: (2016)

Stathmin 1 is a biomarker for diagnosis of microvascular invasion to predict prognosis of early hepatocellular carcinoma
por: Cai, Yongchao, et al.
Publicado: (2022)

Selection Between Liver Resection Versus Transarterial Chemoembolization in Hepatocellular Carcinoma: A Multicenter Study
por: Fu, Sirui, et al.
Publicado: (2019)

Serum STIP1, a Novel Indicator for Microvascular Invasion, Predicts Outcomes and Treatment Response in Hepatocellular Carcinoma
por: Ma, Xiao-Lu, et al.
Publicado: (2020)

Deciphering intratumoral heterogeneity of hepatocellular carcinoma with microvascular invasion with radiogenomic analysis
por: Wang, Yi, et al.
Publicado: (2023)

Radiomics for the detection of microvascular invasion in hepatocellular carcinoma
por: Lv, Kun, et al.
Publicado: (2022)

The Comparison of Surgical Margins and Type of Hepatic Resection for Hepatocellular Carcinoma With Microvascular Invasion
por: Liu, Jianwei, et al.
Publicado: (2023)

Computed Tomography Radiomics-Based Prediction of Microvascular Invasion in Hepatocellular Carcinoma
por: Yao, Wenjun, et al.
Publicado: (2022)

Corona enhancement combined with microvascular invasion for prognosis prediction of macrotrabecular-massive hepatocellular carcinoma subtype
por: Yang, Lili, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_ii2aj0001i8b8crkarcj7ic26s