Using deep learning to predict microvascular invasion in hepatocellular carcinoma based on dynamic contrast-enhanced MRI combined with clinical parameters

Deep Learning ◽

Microvascular Invasion ◽

Clinical Parameters ◽

Enhanced Mri ◽

Contrast Enhanced ◽

Histological differentiation grade and microvascular invasion of hepatocellular carcinoma predicted by dynamic contrast-enhanced MRI

Journal of Magnetic Resonance Imaging ◽

10.1002/jmri.23681 ◽

2012 ◽

Vol 36 (3) ◽

pp. 641-647 ◽

Cited By ~ 41

Author(s):

Caroline D.M. Witjes ◽

François E.J.A. Willemssen ◽

Joanne Verheij ◽

Sacha J. van der Veer ◽

Bettina E. Hansen ◽

...

Keyword(s):

Microvascular Invasion ◽

Histological Differentiation ◽

Enhanced Mri ◽

Contrast Enhanced ◽

Optimal Acquisition Delay for Dynamic Contrast-Enhanced MRI of Hypervascular Hepatocellular Carcinoma

American Journal of Roentgenology ◽

10.2214/ajr.08.1255 ◽

2009 ◽

Vol 192 (3) ◽

pp. 686-692 ◽

Cited By ~ 21

Author(s):

Satoshi Goshima ◽

Masayuki Kanematsu ◽

Hiroshi Kondo ◽

Yoshimune Shiratori ◽

Minoru Onozuka ◽

...

Keyword(s):

Enhanced Mri ◽

Contrast Enhanced ◽

Acquisition Delay ◽

Early perfusion changes within 1 week of systemic treatment measured by dynamic contrast-enhanced MRI may predict survival in patients with advanced hepatocellular carcinoma

European Radiology ◽

10.1007/s00330-016-4670-2 ◽

2016 ◽

Vol 27 (7) ◽

pp. 3069-3079 ◽

Cited By ~ 8

Author(s):

Bang-Bin Chen ◽

Chao-Yu Hsu ◽

Chih-Wei Yu ◽

Po-Chin Liang ◽

Chiun Hsu ◽

...

Keyword(s):

Systemic Treatment ◽

Advanced Hepatocellular Carcinoma ◽

Enhanced Mri ◽

Contrast Enhanced ◽

The role of dynamic contrast-enhanced MRI analysis of perfusion changes in hepatocellular carcinoma

Benha Medical Journal ◽

10.4103/bmfj.bmfj_46_18 ◽

2018 ◽

Vol 35 (3) ◽

pp. 277

Author(s):

AhmedM Elzeneini ◽

MohamedI Yousef ◽

MedhatM Refaat

Keyword(s):

Enhanced Mri ◽

Contrast Enhanced ◽

Apparent diffusion coefficient and dynamic contrast-enhanced MRI as reliable biomarkers for evaluating response to locoregional therapy in hepatocellular carcinoma patients

The Egyptian Journal of Radiology and Nuclear Medicine ◽

10.1016/j.ejrnm.2018.07.012 ◽

2018 ◽

Vol 49 (4) ◽

pp. 914-927 ◽

Cited By ~ 1

Author(s):

Rania E. Mohamed ◽

Mohamed A. Amin ◽

Hazem M. Omar

Keyword(s):

Diffusion Coefficient ◽

Apparent Diffusion Coefficient ◽

Locoregional Therapy ◽

Enhanced Mri ◽

Contrast Enhanced ◽

Apparent Diffusion ◽

Histological differentiation grade and microvascular invasion of HCC predicted by dynamic contrast-enhanced MRI

Cancer Imaging ◽

10.1102/1470-7330.2011.9048 ◽

2011 ◽

Vol 11 (1A) ◽

pp. S39-S39

Author(s):

C.D.M. Witjes ◽

F.E.J.A. Willemssen ◽

J. Verheij ◽

S.J. van der Veer ◽

B.E. Hansen ◽

...

Keyword(s):

Microvascular Invasion ◽

Histological Differentiation ◽

Enhanced Mri ◽

Contrast Enhanced ◽

1206 Phase I study of Pazopanib (PAZ) in Hepatocellular Carcinoma (HCC): evaluation of clinical activity, Pharmacokinetics (PK), and Dynamic Contrast Enhanced MRI (DCE-MRI)

European Journal of Cancer Supplements ◽

10.1016/s1359-6349(09)70418-5 ◽

2009 ◽

Vol 7 (2) ◽

pp. 122 ◽

Cited By ~ 4

Author(s):

C.C. Yau ◽

P. Chen ◽

C. Curtis ◽

P. Murphy ◽

G. Parker ◽

...

Keyword(s):

Phase I ◽

Phase I Study ◽

Clinical Activity ◽

Dce Mri ◽

Enhanced Mri ◽

Contrast Enhanced ◽

Water-Exchange-Modified Kinetic Parameters from Dynamic Contrast-Enhanced MRI as Prognostic Biomarkers of Survival in Advanced Hepatocellular Carcinoma Treated with Antiangiogenic Monotherapy

PLoS ONE ◽

10.1371/journal.pone.0136725 ◽

2015 ◽

Vol 10 (9) ◽

pp. e0136725 ◽

Cited By ~ 6

Author(s):

Sang Ho Lee ◽

Koichi Hayano ◽

Andrew X. Zhu ◽

Dushyant V. Sahani ◽

Hiroyuki Yoshida

Keyword(s):

Kinetic Parameters ◽

Water Exchange ◽

Prognostic Biomarkers ◽

Advanced Hepatocellular Carcinoma ◽

Enhanced Mri ◽

Contrast Enhanced ◽

Improving the Reliability of Pharmacokinetic Parameters at Dynamic Contrast-enhanced MRI in Astrocytomas: A Deep Learning Approach

Radiology ◽

10.1148/radiol.2020192763 ◽

2020 ◽

Vol 297 (1) ◽

pp. 178-188

Author(s):

Kyu Sung Choi ◽

Sung-Hye You ◽

Yoseob Han ◽

Jong Chul Ye ◽

Bumseok Jeong ◽

...

Keyword(s):

Deep Learning ◽

Pharmacokinetic Parameters ◽

Learning Approach ◽

Enhanced Mri ◽

Contrast Enhanced ◽

Hepatocellular Carcinoma: Perfusion Quantification With Dynamic Contrast-Enhanced MRI

American Journal of Roentgenology ◽

10.2214/ajr.12.9798 ◽

2013 ◽

Vol 201 (4) ◽

pp. 795-800 ◽

Cited By ~ 50

Author(s):

Bachir Taouli ◽

R. Scott Johnson ◽

Cristina H. Hajdu ◽

Marcel T. H. Oei ◽

Miriam Merad ◽

...

Keyword(s):

Enhanced Mri ◽

Contrast Enhanced ◽

Perfusion Quantification ◽