MVI-Mind: A Novel Deep-Learning Strategy Using Computed Tomography (CT)-Based Radiomics for End-to-End High Efficiency Prediction of Microvascular Invasion in Hepatocellular Carcinoma

From LI-RADS Classification to HCC Pathology: A Retrospective Single-Institution Analysis of Clinico-Pathological Features Affecting Oncological Outcomes after Curative Surgery

(2022) Leonardo Centonze et al.   Diagnostics

Diagnostic Accuracy of Artificial Intelligence Based on Imaging Data for Preoperative Prediction of Microvascular Invasion in Hepatocellular Carcinoma: A Systematic Review and Meta-Analysis

(2022) Jian Zhang et al.   Frontiers in Oncology

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

Emotion Detection for Social Robots Based on NLP Transformers and an Emotion Ontology

(2021) Wilfredo Graterol et al.   SENSORS

Anatomic versus non-anatomic resection of hepatocellular carcinoma with microvascular invasion: A systematic review and meta-analysis

(2021) Zhen Sun et al.   Asian Journal of Surgery

Importance of Microvascular Invasion Risk and Tumor Size on Recurrence and Survival of Hepatocellular Carcinoma After Anatomical Resection and Non-anatomical Resection

(2021) Haoyu Hu et al.   Frontiers in Oncology

A robust real-time deep learning based automatic polyp detection system

(2021) Ishak Pacal et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Thermal-based early breast cancer detection using inception V3, inception V4 and modified inception MV4

(2021) Mohammed Abdulla Salim Al Husaini et al.   NEURAL COMPUTING & APPLICATIONS

TransMed: Transformers Advance Multi-Modal Medical Image Classification

(2021) Yin Dai et al.   Diagnostics

Automated segmentation of epidermis in high-frequency ultrasound of pathological skin using a cascade of DeepLab v3+ networks and fuzzy connectedness

(2021) Joanna Czajkowska et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

Deep learning radiomics based on contrast enhanced computed tomography predicts microvascular invasion and survival outcome in early stage hepatocellular carcinoma

(2021) Yuhan Yang et al.   EJSO

Hybrid network with difference degree and attention mechanism combined with radiomics (H-DARnet) for MVI prediction in HCC

(2021) Fei Gao et al.   MAGNETIC RESONANCE IMAGING

Spine-transformers: Vertebra labeling and segmentation in arbitrary field-of-view spine CTs via 3D transformers

(2021) Rong Tao et al.   MEDICAL IMAGE ANALYSIS

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

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

Optimized-Unet: Novel Algorithm for Parapapillary Atrophy Segmentation

(2021) Cheng Wan et al.   Frontiers in Neuroscience

Diet and liver cancer risk: a narrative review of epidemiological evidence

(2020) Wan-Shui Yang et al.   BRITISH JOURNAL OF NUTRITION

Biomarkers in Hepatocellular Carcinoma: Diagnosis, Prognosis and Treatment Response Assessment

(2020) Federico Piñero et al.   Cells

Pre-operative Microvascular Invasion Prediction Using Multi-parametric Liver MRI Radiomics

(2020) Giacomo Nebbia et al.   JOURNAL OF DIGITAL IMAGING

Preoperative identification of microvascular invasion in hepatocellular carcinoma by XGBoost and deep learning

(2020) Yi-Quan Jiang et al.   JOURNAL OF CANCER RESEARCH AND CLINICAL ONCOLOGY

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

(2020) Guangyi Wang et al.   ACADEMIC RADIOLOGY

Semi-supervised task-driven data augmentation for medical image segmentation

(2020) Krishna Chaitanya et al.   MEDICAL IMAGE ANALYSIS

Proteomics identifies new therapeutic targets of early-stage hepatocellular carcinoma

(2019) Ying Jiang et al.   NATURE

Preoperative prediction of microvascular invasion in hepatocellular cancer: a radiomics model using Gd-EOB-DTPA-enhanced MRI

(2019) Shi-Ting Feng et al.   EUROPEAN RADIOLOGY

Prognostic and Therapeutic Implications of Microvascular Invasion in Hepatocellular Carcinoma

(2019) Derek J. Erstad et al.   ANNALS OF SURGICAL ONCOLOGY

Effect of Microvascular Invasion Risk on Early Recurrence of Hepatocellular Carcinoma After Surgery and Radiofrequency Ablation

(2019) Sunyoung Lee et al.   ANNALS OF SURGERY

Challenges in liver cancer and possible treatment approaches

(2019) David Anwanwan et al.   BIOCHIMICA ET BIOPHYSICA ACTA-REVIEWS ON CANCER

Lymph Node Metastasis Prediction from Primary Breast Cancer US Images Using Deep Learning

(2019) Li-Qiang Zhou et al.   RADIOLOGY

Significance of presence of microvascular invasion in specimens obtained after surgical treatment of hepatocellular carcinoma

(2018) Xiaofeng Zhang et al.   JOURNAL OF GASTROENTEROLOGY AND HEPATOLOGY

The trends in incidence of primary liver cancer caused by specific etiologies: Results from the Global Burden of Disease Study 2016 and implications for liver cancer prevention

(2018) Zhenqiu Liu et al.   JOURNAL OF HEPATOLOGY

A Radiomics Nomogram for Preoperative Prediction of Microvascular Invasion in Hepatocellular Carcinoma

(2018) Li Yang et al.   Liver Cancer

Liver Cancer: Connections with Obesity, Fatty Liver, and Cirrhosis

(2016) Andrea Marengo et al.   Annual Review of Medicine

Microvascular invasion in hepatocellular carcinoma

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

Microvascular invasion in hepatocellular carcinoma

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

Impact of gadoxetic acid (Gd-EOB-DTPA)-enhanced magnetic resonance on the non-invasive diagnosis of small hepatocellular carcinoma: a prospective study

(2012) A. Granito et al.   ALIMENTARY PHARMACOLOGY & THERAPEUTICS