Prediction of microvascular invasion in hepatocellular carcinoma based on preoperative Gd-EOB-DTPA-enhanced MRI: Comparison of predictive performance among 2D, 2D-expansion and 3D deep learning models

Deep Learning With 3D Convolutional Neural Network for Noninvasive Prediction of Microvascular Invasion in Hepatocellular Carcinoma

(2021) Yongxin Zhang et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

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

(2021) Jingwei Wei et al.   Cancers

Predicting microvascular invasion in hepatocellular carcinoma: a deep learning model validated across hospitals

(2021) Shu-Cheng Liu et al.   CANCER IMAGING

Gadoxetic acid-enhanced MR imaging for hepatocellular carcinoma: molecular and genetic background

(2020) Azusa Kitao et al.   EUROPEAN RADIOLOGY

Prediction of Microvascular Invasion of Hepatocellular Carcinoma Based on Preoperative Diffusion-Weighted MR Using Deep Learning

(2020) Guangyi Wang et al.   ACADEMIC RADIOLOGY

The impact of resection margin and microvascular invasion on long-term prognosis after curative resection of hepatocellular carcinoma: a multi-institutional study

(2019) Jun Han et al.   HPB

Effect of Surgical Margin Width on Patterns of Recurrence among Patients Undergoing R0 Hepatectomy for T1 Hepatocellular Carcinoma: An International Multi-Institutional Analysis

(2019) Diamantis I. Tsilimigras et al.   JOURNAL OF GASTROINTESTINAL SURGERY

Lung and Pancreatic Tumor Characterization in the Deep Learning Era: Novel Supervised and Unsupervised Learning Approaches

(2019) Sarfaraz Hussein et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

An Automatic Detection System of Lung Nodule Based on Multigroup Patch-Based Deep Learning Network

(2018) Hongyang Jiang et al.   IEEE Journal of Biomedical and Health Informatics

Pentraxin 3 overexpression accelerated tumor metastasis and indicated poor prognosis in hepatocellular carcinoma via driving epithelial-mesenchymal transition

(2018) Tao Song et al.   Journal of Cancer

Adjuvant transarterial chemoembolization for patients with hepatocellular carcinoma involving microvascular invasion

(2018) Ya-Peng Qi et al.   AMERICAN JOURNAL OF SURGERY

Global cancer statistics 2018: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries

(2018) Freddie Bray et al.   CA-A CANCER JOURNAL FOR CLINICIANS

Automated pulmonary nodule detection in CT images using deep convolutional neural networks

(2018) Hongtao Xie et al.   PATTERN RECOGNITION

Preoperative Prediction of Microvascular Invasion in Hepatocellular Carcinoma Using Quantitative Image Analysis

(2017) Jian Zheng et al.   JOURNAL OF THE AMERICAN COLLEGE OF SURGEONS

A survey on deep learning in medical image analysis

(2017) Geert Litjens et al.   MEDICAL IMAGE ANALYSIS

Deep Learning for Health Informatics

(2017) Daniele Ravi et al.   IEEE Journal of Biomedical and Health Informatics

Microvascular invasion in hepatocellular carcinoma

(2016) Emre Unal et al.   Diagnostic and Interventional Radiology

Guest Editorial Deep Learning in Medical Imaging: Overview and Future Promise of an Exciting New Technique

(2016) Hayit Greenspan et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Practice guidelines for the pathological diagnosis of primary liver cancer: 2015 update

(2016) Wen-Ming Cong et al.   WORLD JOURNAL OF GASTROENTEROLOGY

Microvascular invasion in hepatocellular carcinoma

(2016) Emre Unal et al.   Diagnostic and Interventional Radiology

Microvascular invasion (MVI) is a poorer prognostic predictor for small hepatocellular carcinoma

(2014) Min Du et al.   BMC CANCER

A Systematic Review of Microvascular Invasion in Hepatocellular Carcinoma: Diagnostic and Prognostic Variability

(2012) Manuel Rodríguez-Perálvarez et al.   ANNALS OF SURGICAL ONCOLOGY

Radiomics: Extracting more information from medical images using advanced feature analysis

(2012) Philippe Lambin et al.   EUROPEAN JOURNAL OF CANCER

Risk factors of post‐operative recurrence and adequate surgical approach to improve long‐term outcomes of hepatocellular carcinoma

(2012) Junichi Shindoh et al.   HPB