CMH :: Clinical and Molecular Hepatology

Application of artificial intelligence radiomics in the diagnosis, treatment, and prognosis of hepatocellular carcinoma

Zhiyuan Bo, Jiatao Song, Qikuan He, Bo Chen, Ziyan Chen, Xiaozai Xie, Danyang Shu, Kaiyu Chen, Yi Wang, Gang Chen

Computers in Biology and Medicine.2024; 173: 108337. CrossRef

Machine learning radiomics to predict the early recurrence of intrahepatic cholangiocarcinoma after curative resection: A multicentre cohort study

Zhiyuan Bo, Bo Chen, Yi Yang, Fei Yao, Yicheng Mao, Jiangqiao Yao, Jinhuan Yang, Qikuan He, Zhengxiao Zhao, Xintong Shi, Jicai Chen, Zhengping Yu, Yunjun Yang, Yi Wang, Gang Chen

European Journal of Nuclear Medicine and Molecular Imaging.2023; 50(8): 2501. CrossRef

Hepatocellular carcinoma: State of the art diagnostic imaging

World Journal of Radiology.2023; 15(3): 56. CrossRef

A novel collaborative self-supervised learning method for radiomic data

Zhiyuan Li, Hailong Li, Anca L. Ralescu, Jonathan R. Dillman, Nehal A. Parikh, Lili He

MRI-based radiomics signature: a potential imaging biomarker for prediction of microvascular invasion in combined hepatocellular-cholangiocarcinoma

Guofeng Zhou, Yang Zhou, Xun Xu, Jiulou Zhang, Chen Xu, Pengju Xu, Feipeng Zhu

Review of the Application of Dual Drug Delivery Nanotheranostic Agents in the Diagnosis and Treatment of Liver Cancer

Differentiation of Hepatocellular Carcinoma from Intrahepatic Cholangiocarcinoma through MRI Radiomics

Ning Liu, Yaokun Wu, Yunyun Tao, Jing Zheng, Xiaohua Huang, Lin Yang, Xiaoming Zhang

Bounds for Haralick features in synthetic images with sinusoidal gradients

Frontiers in Signal Processing.2023;[Epub] CrossRef

Associating Preoperative MRI Features and Gene Expression Signatures of Early-stage Hepatocellular Carcinoma Patients using Machine Learning

Xiaoming Li, Lin Cheng, Chuanming Li, Xianling Hu, Xiaofei Hu, Liang Tan, Qing Li, Chen Liu, Jian Wang

Journal of Clinical and Translational Hepatology.2022; 10(1): 63. CrossRef

Longitudinal CT Imaging to Explore the Predictive Power of 3D Radiomic Tumour Heterogeneity in Precise Imaging of Mantle Cell Lymphoma (MCL)

Catharina Silvia Lisson, Christoph Gerhard Lisson, Sherin Achilles, Marc Fabian Mezger, Daniel Wolf, Stefan Andreas Schmidt, Wolfgang M. Thaiss, Johannes Bloehdorn, Ambros J. Beer, Stephan Stilgenbauer, Meinrad Beer, Michael Götz

MRE-based NASH score for diagnosis of nonalcoholic steatohepatitis in patients with nonalcoholic fatty liver disease

Young-Sun Lee, Ji Eun Lee, Hyon-Seung Yi, Young Kul Jung, Dae Won Jun, Ji Hoon Kim, Yeon Seok Seo, Hyung Joon Yim, Baek-hui Kim, Jeong Woo Kim, Chang Hee Lee, Jong Eun Yeon, Juneyoung Lee, Soon Ho Um, Kwan Soo Byun

Hepatology International.2022; 16(2): 316. CrossRef

Prediction of TACE Treatment Response in a Preoperative MRI via Analysis of Integrating Deep Learning and Radiomics Features

Yuchi Tian, Temitope Emmanuel Komolafe, Tao Chen, Bo Zhou, Xiaodong Yang

Journal of Medical and Biological Engineering.2022; 42(2): 169. CrossRef

Deep Neural Networks and Machine Learning Radiomics Modelling for Prediction of Relapse in Mantle Cell Lymphoma

Catharina Silvia Lisson, Christoph Gerhard Lisson, Marc Fabian Mezger, Daniel Wolf, Stefan Andreas Schmidt, Wolfgang M. Thaiss, Eugen Tausch, Ambros J. Beer, Stephan Stilgenbauer, Meinrad Beer, Michael Goetz

Comparing Radiomics features of tumour and healthy liver tissue in a limited CT dataset: A machine learning study

PET-Based Radiogenomics Supports mTOR Pathway Targeting for Hepatocellular Carcinoma

Jihyun An, Minyoung Oh, Seog-Young Kim, Yoo-Jin Oh, Bora Oh, Ji-Hye Oh, Wonkyung Kim, Jin Hwa Jung, Ha Il Kim, Jae-Seung Kim, Chang Ohk Sung, Ju Hyun Shim

Clinical Cancer Research.2022; 28(9): 1821. CrossRef

Clinical relevance of biomarkers in cholangiocarcinoma: critical revision and future directions

Rocio I R Macias, Vincenzo Cardinale, Timothy J Kendall, Matias A Avila, Maria Guido, Cedric Coulouarn, Chiara Braconi, Adam E Frampton, John Bridgewater, Diletta Overi, Stephen P Pereira, Marco Rengo, Jakob N Kather, Angela Lamarca, Federica Pedica, Alej

Diagnostic Value of Multislice Spiral Computed Tomography Combined with Serum AFP, TSGF, and GP73 Assay in the Diagnosis of Primary Liver Cancer

Evidence-Based Complementary and Alternative Medicine.2022; 2022: 1. CrossRef

Radiomics nomogram based on multi-parametric magnetic resonance imaging for predicting early recurrence in small hepatocellular carcinoma after radiofrequency ablation

Xiaojuan Zhang, Chuandong Wang, Dan Zheng, Yuting Liao, Xiaoyang Wang, Zhifeng Huang, Qun Zhong

Application of texture analysis of CT and MR images to determine the histologic grade of hepatocellular cancer and it’s differential diagnosis: a review

Research and Practical Medicine Journal.2022; 9(3): 129. CrossRef

Radiomics-Based Prediction of Future Portal Vein Tumor Infiltration in Patients with HCC—A Proof-of-Concept Study

Fabian Stoehr, Roman Kloeckner, Daniel Pinto dos Santos, Mira Schnier, Lukas Müller, Aline Mähringer-Kunz, Thomas Dratsch, Sebastian Schotten, Arndt Weinmann, Peter Robert Galle, Jens Mittler, Christoph Düber, Felix Hahn

CT-Based Radiomics Nomogram: A Potential Tool for Differentiating Hepatocellular Adenoma From Hepatocellular Carcinoma in the Noncirrhotic Liver

Pei Nie, Ning Wang, Jing Pang, Guangjie Yang, Shaofeng Duan, Jingjing Chen, Wenjian Xu

Role of artificial intelligence in hepatobiliary and pancreatic surgery

World Journal of Gastrointestinal Surgery.2021; 13(1): 7. CrossRef

An imageomics and multi-network based deep learning model for risk assessment of liver transplantation for hepatocellular cancer

Tiancheng He, Joy Nolte Fong, Linda W. Moore, Chika F. Ezeana, David Victor, Mukul Divatia, Matthew Vasquez, R. Mark Ghobrial, Stephen T.C. Wong

Computerized Medical Imaging and Graphics.2021; 89: 101894. CrossRef

Challenges and opportunities for artificial intelligence in oncological imaging

A Clinical-Radiomics Nomogram for Preoperative Prediction of Lymph Node Metastasis in Gallbladder Cancer

Xingyu Liu, Xiaoyuan Liang, Lingxiang Ruan, Sheng Yan

Pharmacological Inhibition of Sonic Hedgehog Signaling Suppresses Tumor Development in a Murine Model of Intrahepatic Cholangiocarcinoma

Kyungjoo Cho, Hyuk Moon, Sang Hyun Seo, Simon Weonsang Ro, Beom Kyung Kim

International Journal of Molecular Sciences.2021; 22(24): 13214. CrossRef

Radiomics: a primer on high-throughput image phenotyping

Kyle J. Lafata, Yuqi Wang, Brandon Konkel, Fang-Fang Yin, Mustafa R. Bashir

Evaluation of Angiogenesis and Pathological Classification of Extrahepatic Cholangiocarcinoma by Dynamic MR Imaging for E-Healthcare

Jinyun Tan, Xijun Sun, Shaoyu Wang, Baoqin Ma, Zhaohui Chen, Yaowei Shi, Li Zhang, Mohd Asif Shah, Malik Alazzam

Journal of Healthcare Engineering.2021; 2021: 1. CrossRef

Determination of optimized set of b-values for Apparent Diffusion Coefficient mapping in liver Diffusion-Weighted MRI

Óscar Peña-Nogales, Diego Hernando, Santiago Aja-Fernández, Rodrigo de Luis-Garcia

Journal of Magnetic Resonance.2020; 310: 106634. CrossRef

A Comparison of the Efficiency of Using a Deep CNN Approach with Other Common Regression Methods for the Prediction of EGFR Expression in Glioblastoma Patients

Mohammadreza Hedyehzadeh, Keivan Maghooli, Mohammad MomenGharibvand, Stephen Pistorius

Journal of Digital Imaging.2020; 33(2): 391. CrossRef

A CT-based radiomics nomogram for differentiation of focal nodular hyperplasia from hepatocellular carcinoma in the non-cirrhotic liver

Pei Nie, Guangjie Yang, Jian Guo, Jingjing Chen, Xiaoli Li, Qinglian Ji, Jie Wu, Jingjing Cui, Wenjian Xu

Preoperative Prediction of Microvascular Invasion in Hepatocellular Carcinoma: Initial Application of a Radiomic Algorithm Based on Grayscale Ultrasound Images

Yi Dong, Liu Zhou, Wei Xia, Xing-Yu Zhao, Qi Zhang, Jun-Ming Jian, Xin Gao, Wen-Ping Wang

Predictive value of 0.35 T magnetic resonance imaging radiomic features in stereotactic ablative body radiotherapy of pancreatic cancer: A pilot study

Garrett Simpson, Benjamin Spieler, Nesrin Dogan, Lorraine Portelance, Eric A. Mellon, Deukwoo Kwon, John C. Ford, Fei Yang

Current status and quality of radiomics studies in lymphoma: a systematic review

Hongxi Wang, Yi Zhou, Li Li, Wenxiu Hou, Xuelei Ma, Rong Tian

Radiographic imaging assessment of prognosis of intrahepatic cholangiocarcinoma

Chinese Journal of Academic Radiology.2020; 3(2): 94. CrossRef

Assessing prognosis in cholangiocarcinoma: a review of promising genetic markers and imaging approaches

Fabio Bagante, Marzia Tripepi, Gaya Spolverato, Diamantis I. Tsilimigras, Timothy M. Pawlik

Expert Opinion on Orphan Drugs.2020; 8(9): 357. CrossRef

Decoding Genes: Current Update on Radiogenomics of Select Abdominal Malignancies

Venkata S. Katabathina, Haneen Marji, Lokesh Khanna, Nisha Ramani, Sireesha Yedururi, Anil Dasyam, Christine O. Menias, Srinivasa R. Prasad

Risk Factors for Hepatocellular Carcinoma Recurrence and Survival after Liver Transplantation in Patients with HCV-Related Cirrhosis

Raphael Iglesias de Oliveira Vidal, Edison Iglesias de Oliveira Vidal, Basilio de Bragança Pereira, Cachimo Combo Assane, Alexandre Ribeiro, Emilia Matos do Nascimento, Fernando Gomes Romeiro, Joaquim Ribeiro Filho, Ran Wang

BioMed Research International.2020; 2020: 1. CrossRef

Liver tissue segmentation in multiphase CT scans using cascaded convolutional neural networks

Farid Ouhmich, Vincent Agnus, Vincent Noblet, Fabrice Heitz, Patrick Pessaux

International Journal of Computer Assisted Radiology and Surgery.2019; 14(8): 1275. CrossRef

Radiomics in hepatocellular carcinoma: a quantitative review

Taiga Wakabayashi, Farid Ouhmich, Cristians Gonzalez-Cabrera, Emanuele Felli, Antonio Saviano, Vincent Agnus, Peter Savadjiev, Thomas F. Baumert, Patrick Pessaux, Jacques Marescaux, Benoit Gallix

Hepatology International.2019; 13(5): 546. CrossRef

Development and validation of a prognostic model for patients with hepatocellular carcinoma undergoing radiofrequency ablation

Chang Gon Kim, Hyun Woong Lee, Hye Jin Choi, Jung Il Lee, Hye Won Lee, Seung Up Kim, Jun Yong Park, Do Young Kim, Sang Hoon Ahn, Kwang‐Hyub Han, Han Sang Kim, Kyung Hwan Kim, Seong Jin Choi, Yongun Kim, Kwan Sik Lee, Gyoung Min Kim, Man Deuk Kim, Jong Yoo

Radiomics models for diagnosing microvascular invasion in hepatocellular carcinoma: which model is the best model?

Ming Ni, Xiaoming Zhou, Qian Lv, Zhiming Li, Yuanxiang Gao, Yongqi Tan, Jihua Liu, Fang Liu, Haiyang Yu, Linlin Jiao, Gang Wang

Advances in Clinical Radiology.2019; 1: 71. CrossRef

The Many Facets of Tumor Heterogeneity: Is Metabolism Lagging Behind?

Sara Loponte, Sara Lovisa, Angela K. Deem, Alessandro Carugo, Andrea Viale