Deep learning with convolutional neural networks for identification of liver masses and hepatocellular carcinoma: A systematic review

Effect of neoadjuvant chemotherapy in patients with gastric cancer: a PRISMA-compliant systematic review and meta-analysis

(2018) Zhi-Feng Miao et al.   BMC CANCER

Benchmark Data Set and Method for Depth Estimation From Light Field Images

(2018) Mingtao Feng et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Quality Assessment of Screen Content Images via Convolutional-Neural-Network-Based Synthetic/Natural Segmentation

(2018) Yi Zhang et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Patient-specific and global convolutional neural networks for robust automatic liver tumor delineation in follow-up CT studies

(2018) Refael Vivanti et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

Deep learning and conditional random fields-based depth estimation and topographical reconstruction from conventional endoscopy

(2018) Faisal Mahmood et al.   MEDICAL IMAGE ANALYSIS

Fully convolutional network and sparsity-based dictionary learning for liver lesion detection in CT examinations

(2018) Avi Ben-Cohen et al.   NEUROCOMPUTING

Structure convolutional extreme learning machine and case-based shape template for HCC nucleus segmentation

(2018) Siqi Li et al.   NEUROCOMPUTING

Deep Learning with Convolutional Neural Network for Differentiation of Liver Masses at Dynamic Contrast-enhanced CT: A Preliminary Study

(2018) Koichiro Yasaka et al.   RADIOLOGY

Preliminary Study of Chronic Liver Classification on Ultrasound Images Using an Ensemble Model

(2018) Puja Bharti et al.   ULTRASONIC IMAGING

A novel MRI Segmentation method using CNN based Correction Network for MRI Guided Adaptive Radiotherapy

(2018) Yabo Fu et al.   MEDICAL PHYSICS

GAN-based Synthetic Medical Image Augmentation for increased CNN Performance in Liver Lesion Classification

(2018) Maayan Frid-Adar et al.   NEUROCOMPUTING

Extending 2-D Convolutional Neural Networks to 3-D for Advancing Deep Learning Cancer Classification With Application to MRI Liver Tumor Differentiation

(2018) Eleftherios Trivizakis et al.   IEEE Journal of Biomedical and Health Informatics

Asia–Pacific clinical practice guidelines on the management of hepatocellular carcinoma: a 2017 update

(2017) Masao Omata et al.   Hepatology International

Dermatologist-level classification of skin cancer with deep neural networks

(2017) Andre Esteva et al.   NATURE

Deep Learning: A Primer for Radiologists

(2017) Gabriel Chartrand et al.   RADIOGRAPHICS

Gender disparity in hepatocellular carcinoma (HCC): multiple underlying mechanisms

(2017) Bo Zheng et al.   Science China-Life Sciences

Automatic detection of new tumors and tumor burden evaluation in longitudinal liver CT scan studies

(2017) R. Vivanti et al.   International Journal of Computer Assisted Radiology and Surgery

Improving CNN Performance Accuracies With Min-Max Objective

(2017) Weiwei Shi et al.   IEEE Transactions on Neural Networks and Learning Systems

Application of Convolutional Neural Networks in the Diagnosis of Helicobacter pylori Infection Based on Endoscopic Images

(2017) Satoki Shichijo et al.   EBioMedicine

Gastric precancerous diseases classification using CNN with a concise model

(2017) Xu Zhang et al.   PLoS One

Locality Sensitive Deep Learning for Detection and Classification of Nuclei in Routine Colon Cancer Histology Images

(2016) Korsuk Sirinukunwattana et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning

(2016) Hoo-Chang Shin et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS)

(2015) Bjoern H. Menze et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

The story of HCC in NAFLD: from epidemiology, across pathogenesis, to prevention and treatment

(2015) Cristina Margini et al.   LIVER INTERNATIONAL

Automatic classification of pulmonary peri-fissural nodules in computed tomography using an ensemble of 2D views and a convolutional neural network out-of-the-box

(2015) Francesco Ciompi et al.   MEDICAL IMAGE ANALYSIS

Hepatocellular carcinoma epidemiology

(2014) Cristina Bosetti et al.   BEST PRACTICE & RESEARCH IN CLINICAL GASTROENTEROLOGY

Group interaction in problem-based learning tutorials: a systematic review

(2014) S. A. Azer et al.   European Journal of Dental Education

LI-RADS (Liver Imaging Reporting and Data System): Summary, discussion, and consensus of the LI-RADS Management Working Group and future directions

(2014) Donald G. Mitchell et al.   HEPATOLOGY

Contrast enhanced CT-scan to diagnose intrahepatic cholangiocarcinoma in patients with cirrhosis

(2013) Massimo Iavarone et al.   JOURNAL OF HEPATOLOGY

Toward a standardized system for hepatocellular carcinoma diagnosis using computed tomography and MRI

(2013) An Tang et al.   Expert Review of Gastroenterology & Hepatology

Management of hepatocellular carcinoma: An update

(2011) Jordi Bruix et al.   HEPATOLOGY

Comparison of semi-automated and manual methods to measure the volume of liver tumours on MDCT images

(2010) Léna Dubus et al.   EUROPEAN RADIOLOGY

Hepatocellular Carcinoma (HCC)

(2010) Peter Ferenci et al.   JOURNAL OF CLINICAL GASTROENTEROLOGY