Publications
Journal Article
Kelm, B Michael, Kaster, F O, Henning, A, Weber, M - A, Bachert, P, Bösinger, P, Hamprecht, F A and Menze, B H (2011).
Using Spatial Prior Knowledge in the Spectral Fitting of Magnetic Resonance Spectroscopic Images.
NMR in Biomedicine.
25(1) 1-13
Technical Report (1.94 MB) Menze, B H, Lichy, M P, Bachert, P, Kelm, B Michael, Schlemmer, H P and Hamprecht, F A (2006).
Optimal Classification of Long Echo Time in vivo Magnetic Resonance Spectra in the Detection of Recurrent Brain Tumor.
NMR in Biomedicine.
19 599-609
Technical Report (289.77 KB) Lichy, M P, Bachert, P, Hamprecht, F A, Weber, M - A, Debus, J, Schulz-Ertner, D, Kauczor, H - U and Schlemmer, H - P (2006).
Einsatz der 1H-MR-spektroskopischen Bildgebung in der Strahlentherapie: Cholin als Marker für die Bestimmung der relativen Wahrscheinlichkeit eines Tumorprogresses nach Bestrahlung glialer Hirntumoren.
Zeitung für Röntgenforschung.
178 627-633
Menze, B H, Kelm, B Michael, Masuch, R, Himmelreich, U, Bachert, P, Petrich, W and Hamprecht, F A (2009).
A Comparison of Random Forest and its Gini Importance with Standard Chemometric Methods for the Feature Selection and Classification of Spectral Data.
BMC Bioinformatics.
10:213 Technical Report (675 KB) Weber, C, Zechmann, C M, Kelm, B Michael, Zamecnik, R, Hendricks, D, Waldherr, R, Hamprecht, F A, Delorme, S, Bachert, P and Ikinger, U (2007).
Comparison of correctness of manuel and automatic evaluation of MR-spectrum with prostrate cancer.
Der Urologe.
46 1252
Zechmann, C M, Menze, B H, Kelm, B Michael, Zamecnik, P, Ikinger, U, Waldherr, R, Delorme, S, Hamprecht, F A and Bachert, P (2012).
Automated vs. manual pattern recognition of 3D 1H MRSI data of patients with prostate cancer.
Academic Radiology.
19, 6 675-684
Conference Paper
Menze, B H, Wormit, M, Bachert, P, Lichy, M P, Schlemmer, H - P and Hamprecht, F A (2004).
Classification of in vivo magnetic resonance spectra.
Classification in ubiquitous challenge: Proceedings of the GfKl 2004. Springer. 362-369
Technical Report (240.1 KB) Zechmann, C M, Kelm, B Michael, Zamecnik, P, Ikinger, U, Waldherr, R, Röll, S, Delorme, S, Hamprecht, F A and Bachert, P (2006).
Can man still beat the machine? Automated vs. manual pattern recognition of 3D MRSI data of prostate cancer patients.
Proceedings of the 16th ISMRM Technical Report (664.38 KB)