The Role of Imaging Biomarkers Derived From Advanced Imaging and Radiomics in the Management of Brain Tumors

被引:9
作者
Shaikh, Faiq [1 ]
Dupont-Roettger, Diana [1 ]
Dehmeshki, Jamshid [1 ,2 ]
Awan, Omer [3 ]
Kubassova, Olga [1 ]
Bisdas, Sotirios [4 ]
机构
[1] Image Anal Grp, Philadelphia, PA 19104 USA
[2] Univ Kingston, Dept Comp Sci, Kingston Upon Thames, Surrey, England
[3] Univ Maryland, Med Ctr, Dept Radiol, Baltimore, MD 21201 USA
[4] UCL, Dept Neuroradiol, London, England
基金
英国医学研究理事会;
关键词
imaging; biomarkers; radiomics; brain; tumors; MAGNETIC-RESONANCE-SPECTROSCOPY; CENTRAL-NERVOUS-SYSTEM; HEALTH-ORGANIZATION CLASSIFICATION; HIGH-GRADE GLIOMAS; GLIOBLASTOMA; PERFUSION; HETEROGENEITY; FEATURES; PSEUDOPROGRESSION; DIFFERENTIATION;
D O I
10.3389/fonc.2020.559946
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
[No abstract available]
引用
收藏
页数:6
相关论文
共 53 条
[1]   The Potential of Radiomic-Based Phenotyping in PrecisionMedicine A Review [J].
Aerts, Hugo J. W. L. .
JAMA ONCOLOGY, 2016, 2 (12) :1636-1642
[2]   Highly efficient carrier multiplication in PbS nanosheets [J].
Aerts, Michiel ;
Bielewicz, Thomas ;
Klinke, Christian ;
Grozema, Ferdinand C. ;
Houtepen, Arjan J. ;
Schins, Juleon M. ;
Siebbeles, Laurens D. A. .
NATURE COMMUNICATIONS, 2014, 5
[3]   Impact of [18F]-fluoro-ethyl-tyrosine PET imaging on target definition for radiation therapy of high-grade glioma [J].
af Rosenschold, Per Munck ;
Costa, Junia ;
Engelholm, Svend Aage ;
Lundemann, Michael J. ;
Law, Ian ;
Ohlhues, Lars ;
Engelholm, Silke .
NEURO-ONCOLOGY, 2015, 17 (05) :757-763
[4]  
Bera K, 2019, ASIA-PAC CONF COMMUN, P122, DOI [10.1109/APCC47188.2019.9026520, 10.1109/apcc47188.2019.9026520]
[5]   Artificial intelligence in cancer imaging: Clinical challenges and applications [J].
Bi, Wenya Linda ;
Hosny, Ahmed ;
Schabath, Matthew B. ;
Giger, Maryellen L. ;
Birkbak, Nicolai J. ;
Mehrtash, Alireza ;
Allison, Tavis ;
Arnaout, Omar ;
Abbosh, Christopher ;
Dunn, Ian F. ;
Mak, Raymond H. ;
Tamimi, Rulla M. ;
Tempany, Clare M. ;
Swanton, Charles ;
Hoffmann, Udo ;
Schwartz, Lawrence H. ;
Gillies, Robert J. ;
Huang, Raymond Y. ;
Aerts, Hugo J. W. L. .
CA-A CANCER JOURNAL FOR CLINICIANS, 2019, 69 (02) :127-157
[6]   Clinical features, mechanisms, and management of pseudoprogression in malignant gliomas [J].
Brandsma, Dieto ;
Stalpers, Lukas ;
Taal, Walter ;
Sminia, Peter ;
van den Bent, Martinj .
LANCET ONCOLOGY, 2008, 9 (05) :453-461
[7]   Prediction of survival with multi-scale radiomic analysis in glioblastoma patients [J].
Chaddad, Ahmad ;
Sabri, Siham ;
Niazi, Tamim ;
Abdulkarim, Bassam .
MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, 2018, 56 (12) :2287-2300
[8]   The Brain Tumor Microenvironment [J].
Charles, Nikki A. ;
Holland, Eric C. ;
Gilbertson, Richard ;
Glass, Rainer ;
Kettenmann, Helmut .
GLIA, 2011, 59 (08) :1169-1180
[9]   Distinction between high-grade gliomas and solitary metastases using peritumoral 3-T magnetic resonance spectroscopy, diffusion, and perfusion imagings [J].
Chiang, IC ;
Kuo, YT ;
Lu, CY ;
Yeung, KW ;
Lin, WC ;
Sheu, FO ;
Liu, GC .
NEURORADIOLOGY, 2004, 46 (08) :619-627
[10]   Measurement of Glycine in the Human Brain in Vivo by 1H-MRS at 3 T: Application in Brain Tumors [J].
Choi, Changho ;
Ganji, Sandeep K. ;
DeBerardinis, Ralph J. ;
Dimitrov, Ivan E. ;
Pascual, Juan M. ;
Bachoo, Robert ;
Mickey, Bruce E. ;
Malloy, Craig R. ;
Maher, Elizabeth A. .
MAGNETIC RESONANCE IN MEDICINE, 2011, 66 (03) :609-618