Raman Based Molecular Imaging and Analytics: A Magic Bullet for Biomedical Applications!?

被引:81
作者
Bocklitz, Thomas W. [1 ,2 ,3 ]
Guo, Shuxia [1 ,2 ,3 ,4 ]
Ryabchykov, Oleg [1 ,2 ,3 ,4 ]
Vogler, Nadine [1 ,2 ,3 ,4 ]
Popp, Juergen [1 ,2 ,3 ,4 ]
机构
[1] Univ Jena, Inst Phys Chem, D-07743 Jena, Germany
[2] Univ Jena, Abbe Ctr Photon, D-07743 Jena, Germany
[3] Leibniz Inst Photon Technol IPHT, D-07745 Jena, Germany
[4] InfectoGnost Forsch Campus Jena eV, Zentrum Angew Forsch, D-07743 Jena, Germany
关键词
PARTIAL LEAST-SQUARES; DIELECTRIC INTERFERENCE FILTERS; LINEAR DISCRIMINANT-ANALYSIS; SUPPORT VECTOR MACHINE; IN-VIVO; MICRO-SPECTROSCOPY; CANCER-CELLS; MCR-ALS; SPECTRAL HISTOPATHOLOGY; SCATTERING MICROSCOPY;
D O I
10.1021/acs.analchem.5b04665
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
[No abstract available]
引用
收藏
页码:133 / 151
页数:19
相关论文
共 221 条
[1]   Raman 'optical biopsy' of human breast cancer [J].
Abramczyk, Halina ;
Brozek-Pluska, Beata ;
Surmacki, Jakub ;
Jablonska-Gajewicz, Joanna ;
Kordek, Radzislaw .
PROGRESS IN BIOPHYSICS & MOLECULAR BIOLOGY, 2012, 108 (1-2) :74-81
[2]   Raman spectra of biological samples: A study of preprocessing methods [J].
Afseth, Nils Kristian ;
Segtnan, Vegard Herman ;
Wold, Jens Petter .
APPLIED SPECTROSCOPY, 2006, 60 (12) :1358-1367
[3]   Correlated mass spectrometry imaging and confocal Raman microscopy for studies of three-dimensional cell culture sections [J].
Ahlf, Dorothy R. ;
Masyuko, Rachel N. ;
Hummon, Amanda B. ;
Bohn, Paul W. .
ANALYST, 2014, 139 (18) :4578-4585
[4]   Cellular Heterogeneity and Molecular Evolution in Cancer [J].
Almendro, Vanessa ;
Marusyk, Andriy ;
Polyak, Kornelia .
ANNUAL REVIEW OF PATHOLOGY: MECHANISMS OF DISEASE, VOL 8, 2013, 8 :277-302
[5]   CORPORATE DISTRESS DIAGNOSIS - COMPARISONS USING LINEAR DISCRIMINANT-ANALYSIS AND NEURAL NETWORKS (THE ITALIAN EXPERIENCE) [J].
ALTMAN, EI ;
MARCO, G ;
VARETTO, F .
JOURNAL OF BANKING & FINANCE, 1994, 18 (03) :505-529
[6]   Improving support vector machine classifiers by modifying kernel functions [J].
Amari, S ;
Wu, S .
NEURAL NETWORKS, 1999, 12 (06) :783-789
[7]  
[Anonymous], 2008, The Elements of Statistical Learning
[8]  
[Anonymous], 2000, CHEM ANAL SERIES MON
[9]  
[Anonymous], 2004, P 21 INT C MACHINE L
[10]  
[Anonymous], OPTICS