Multi-parametric and multi-regional histogram analysis of MRI: modality integration reveals imaging phenotypes of glioblastoma

被引：0

作者：

Chao Li

Shuo Wang

Angela Serra

Turid Torheim

Jiun-Lin Yan

Natalie R. Boonzaier

Yuan Huang

Tomasz Matys

Mary A. McLean

Florian Markowetz

Stephen J. Price

机构：

[1] University of Cambridge,Cambridge Brain Tumour Imaging Laboratory, Division of Neurosurgery, Department of Clinical Neurosciences

[2] Shanghai Jiao Tong University School of Medicine,Department of Neurosurgery, Shanghai General Hospital (originally named “Shanghai First People’s Hospital”)

[3] University of Cambridge,The Centre for Mathematical Imaging in Healthcare, Department of Pure Mathematics and Mathematical Statistics

[4] University of Cambridge,Department of Radiology

[5] Tampere University,Faculty of Medicine and Health Technology

[6] Institute of Biosciences and Medical Technologies (BioMediTech),NeuRoNe Lab, DISA

[7] University of Salerno,MIS

[8] University of Cambridge,Cancer Research UK Cambridge Institute

[9] CRUK & EPSRC Cancer Imaging Centre in Cambridge and Manchester,Department of Neurosurgery

[10] Chang Gung Memorial Hospital,Developmental Imaging and Biophysics Section, Great Ormond Street Institute of Child Health

[11] Chang Gung University College of Medicine,Wolfson Brain Imaging Centre, Department of Clinical Neurosciences

[12] University College London,undefined

[13] University of Cambridge,undefined

来源：

European Radiology | 2019年 / 29卷

关键词：

Glioblastoma; Magnetic resonance imaging; Machine learning; Survival analysis; Prognosis;

D O I：

暂无

中图分类号：

学科分类号：

摘要：

引用

页码：4718 / 4729

页数：11

共 32 条

[31] Multi-parametric Ultrasound Tissue Characterization (MUTC) as a surrogate to Magnetic Resonance Imaging (MRI) for Non-Alcoholic Fatty Liver Disease (NAFLD) characterization.
Sanabria, Sergio J.
Dahl, Jeremy
Pirmoazen, Amir
Kamaya, Aya
ElKaffas, Ahmed
PROCEEDINGS OF THE 2020 IEEE INTERNATIONAL ULTRASONICS SYMPOSIUM (IUS), 2020,
[32] Automatic Respiratory Gating Hepatic DCEUS-based Dual-phase Multi-parametric Functional Perfusion Imaging using a Derivative Principal Component Analysis
Wang, Diya
Cloutier, Guy
Fan, Yan
Hou, Yanli
Su, Zhe
Su, Qiang
Wan, Mingxi
THERANOSTICS, 2019, 9 (21): : 6143 - 6156

← 1 2 3 4 →