CLARET: A tool for fully automated evaluation of MRSI with pattern recognition methods

Informatik aktuell

Volumn , Issue , 2006, Pages 51-55

  Kelm, B M ^a   Menze, B H ^a   Neff, T ^b   Zechmann, C M ^b   Hamprecht, F A ^a  

^a UNIVERSITY OF HEIDELBERG   (Germany)

^b GERMAN CANCER RESEARCH CENTER DKFZ   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

DIAGNOSIS; IMAGE PROCESSING; MAGNETIC RESONANCE; MAGNETIC RESONANCE SPECTROSCOPY; METABOLITES; TUMORS;

CLINICAL ROUTINE; ERROR PRONES; FULLY AUTOMATED; MAGNETIC RESONANCE SPECTROSCOPIC IMAGING; MANUAL CHECKING; PATTERN RECOGNITION METHOD; PROBABILITY MAPS; RELATIVE CONCENTRATION;

PATTERN RECOGNITION;

EID: 84879858228     PISSN: 1431472X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1007/3-540-32137-3_11     Document Type: Conference Paper

References (7)

1. Vanhamme L, Sundin T, Van Hecke P, et al. MR spectroscopy quantitation: a review of time-domain methods. NMR Biomed 2001;14:233-246.
2. Hagberg G. From magnetic resonance spectroscopy to classification of tumors. A review of pattern recognition methods. NMR Biomed 1998;11:148-156.
3. Kelm BM, Menze BH, Zechmann CM, et al. Automated Estimation of Tumor Probability in Prostate MRSI: Pattern Recognition vs. Quantification. Magn Reson Med submitted;.
4. Menze BH, Lichy MP, Bachert P, et al. Optimal Classification of Long Echo Time In Vivo Magnetic Resonance Spectra in the Detection of Recurrent Brain Tumors. NMR Biomed submitted;.
5. Menze BH, Kelm BM, Heck D, et al. Machine based rejection of low-quality spectra, and estimation of tumor probabilities from MRSI. In: Procs BVM; 2006. .
6. Bendl R, Pross J, Hoess A, et al. VIRTUOS - A Program for Virtual Radiotherapy Simulation and Verification. In: Proc of 11th Int. Conf. on The Use of Computers in Radiation Therapy. A. R. Hounsell u. a. Manchester: North Western Med. Physics Dept.; 1994. p. 226-227.
7. Scheenen T, Weiland E, Futterer J, et al. Preliminary Results of IMAPS: An International Multi-Centre Assessment of Prostate MR Spectroscpoy. In: Procs 13th ISMRM, Miami. Springer; 2005. .