C. M.  Zechmann, Menze, B. H., Kelm, B. Michael, Zamecnik, P., Ikinger, U., Waldherr, R., Delorme, S., Hamprecht, F. A., and Bachert, P., ?Automated vs. manual pattern recognition of 3D 1H MRSI data of patients with prostate cancer?, Academic Radiology, vol. 19, 6, pp. 675-684, 2012.

F. O.  Kaster, Weber, M. - A., and Hamprecht, F. A., ?Comparative Validation of Graphical Models for Learning Tumor Segmentations from Noisy Manual Annotations?, in LNCS, 2011, vol. LNCS 6533, pp. 74-85.

B. H.  Menze, Kelm, B. Michael, Splitthoff, N., Köthe, U., and Hamprecht, F. A., ?On oblique random forests?, in European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2011. Proceedings., 2011, pp. 453-469.

B. Michael Kelm, Kaster, F. O., Henning, A., Weber, M. - A., Bachert, P., Bösinger, P., Hamprecht, F. A., and Menze, B. H., ?Using Spatial Prior Knowledge in the Spectral Fitting of Magnetic Resonance Spectroscopic Images?, NMR in Biomedicine, vol. 25(1), pp. 1-13, 2011.

B. H.  Menze and Hamprecht, F. A., ?Multimodal Medical Image Analysis: from Visualization to Disease Modeling?, Zeitschrift für Med. Physik, vol. 1, pp. 1-2, 2010.

M.  Hayn, Beirle, S., Hamprecht, F. A., Platt, U., Menze, B. H., and Wagner, T., ?Analysing spatio-temporal patterns of the global NO2-distribution retrieved frome GOME satellite observations using a generalized additive model?, Atmospheric Chemistry and Physics, vol. 9, pp. 9367-9398, 2009.

B. H.  Menze, Kelm, B. Michael, Masuch, R., Himmelreich, U., Bachert, P., Petrich, W., and Hamprecht, F. A., ?A Comparison of Random Forest and its Gini Importance with Standard Chemometric Methods for the Feature Selection and Classification of Spectral Data?, BMC Bioinformatics, vol. 10:213, 2009.

B. Michael Kelm, Menze, B. H., Nix, O., Zechmann, C. M., and Hamprecht, F. A., ?Estimating Kinetic Parameter Maps from Dynamic Contrast-Enhanced MRI using Spatial Prior Knowledge?, IEEE Transaction on Medical Imaging, vol. 28:10, pp. 1534-1547, 2009.

L.  Görlitz, Menze, B. H., Kelm, B. Michael, and Hamprecht, F. A., ?Processing Spectral Data?, Surface and Interface Analysis, vol. 41, pp. 636-644, 2009.

B. H.  Menze, Kelm, B. Michael, Weber, M. - A., Bachert, P., and Hamprecht, F. A., ?Mimicking the human expert: pattern recognition for an automated assessment of data quality in MRSI?, Magnetic Resonance in Medicine, vol. 59, pp. 1457-1466, 2008.

T.  König, Menze, B. H., Kirchner, M., Monigatti, F., Parker, K. C., Patterson, T., Steen, J. J., Hamprecht, F. A., and Steen, H., ?Robust Prediction of the MASCOT Score for an Improved Quality Assessment in Mass Spectrometric Proteomics?, Journal of Proteome Research, vol. 7, pp. 3708-3717, 2008.

B. Michael Kelm, Menze, B. H., Zechmann, C. M., Baudendistel, K. T., and Hamprecht, F. A., ?Automated Estimation of Tumor Probability in Prostate MRSI: Pattern Recognition vs. Quantification?, Magnetic Resonance in Medicine, vol. 57, pp. 150-159, 2007.

B. H.  Menze and Ur, J. A., ?Classification of multispectral ASTER imagery in the archaeological survey for settlement sites of the Near East?, in Proc 10th International Symposium on Physical Measurements and Signature in Remote Sensing (ISPMRS 07), Davos, Switzerland, 2007.

B. H.  Menze, Kelm, B. Michael, and Hamprecht, F. A., ?From eigenspots to fisherspots -- latent spaces in the nonlinear detection of spot patterns in a highly variable background?, in Advances in data analysis, 2007, vol. 33, pp. 255-262.

B. H.  Menze, Petrich, W., and Hamprecht, F. A., ?Multivariate feature selection and hierarchical classification for infrared spectroscopy: serum-based detection of bovine spongiform encephalopathy?, Analytical and Bioanalytical Chemistry, vol. 387, pp. 1801-1807, 2007.

B. H.  Menze, ?Pattern Recognition in the Quantitative Analysis of Vector-Valued Image Data: Diagnostic Systems and Applications?. University of Heidelberg, 2007.

L.  Görlitz, Menze, B. H., Weber, M. - A., and Kelm, B. Michael, ?Semi-Supervised Tumor Detection in MRSI With Discriminative Random Fields?, in Pattern Recognition, 2007, vol. 4713, pp. 224-233.

B. H.  Menze, Muehl, S., and Sherratt, A. G., ?Virtual Survey on North Mesopotamian Tell Sites by Means of Satellite Remote Sensing?, in Broadening Horizons: Multidisciplinary Approaches to Landscape Study, 2007, pp. 5-29.

B. Michael Kelm, Müller, N., Menze, B. H., and Hamprecht, F. A., ?Bayesian Estimation of Smooth Parameter Maps for Dynamic Contrast-Enhanced MR Images with Block-ICM?, in Proc Computer Vision and Pattern Recognition Workshop (Mathematical Methods in Biomedical Image Analysis), 2006, pp. 96-103.

B. Michael Kelm, Menze, B. H., Neff, T., Zechmann, C. M., and Hamprecht, F. A., ?CLARET: a tool for fully automated evaluation of MRSI with pattern recognition methods.?, in Bildverarbeitung für die Medizin 2006 - Algorithmen, Systeme, Anwendungen, 2006, pp. 51-55.

M. F.  Carlsohn, Menze, B. H., Kelm, B. Michael, Hamprecht, F. A., Kercek, A., Leitner, R., and Polder, G., ?Color image processing?, vol. 7(17), R.  Lukac and Plataniotis, K. N., Eds. CRC Press, 2006, pp. 393-419.

B. H.  Menze, Ur, J. A., and Sherratt, A. G., ?Detection of ancient settlement mounds - Archaeological survey based on the SRTM terrain model?, Photgrammetric Engineering & Remote Sensing, vol. 3, pp. 321-327, 2006.

B. H.  Menze, Kelm, B. Michael, Heck, D., Lichy, M. P., and Hamprecht, F. A., ?Machine-based rejection of low quality spectra and estimation of brain tumor probabilities from magnetic resonance spectroscopic images?, in Bildverarbeitung für die Medizin, 2006, pp. 31-36.

B. H.  Menze, Lichy, M. P., Bachert, P., Kelm, B. Michael, Schlemmer, H. P., and Hamprecht, F. A., ?Optimal Classification of Long Echo Time in vivo Magnetic Resonance Spectra in the Detection of Recurrent Brain Tumor?, NMR in Biomedicine, vol. 19, pp. 599-609, 2006.

B. Michael Kelm, Menze, B. H., and Hamprecht, F. A., ?Automatische Lokalisation von Tumoren in 1H-NMR-spektroskopischen in vivo Aufnahmen?, in VDI-Berichte, 2005, vol. 1883, pp. 457-466.

B. H.  Menze, Ur, J. A., and Sherratt, A. G., ?Tell Spotting - Surveying Near Eastern Settlement Mounds from Space?, in Proceedings of the XXth CIPA International Symposium 2005, Torino, Italy, 2005, pp. 217-223.

B. H.  Menze, Wormit, M., Bachert, P., Lichy, M. P., Schlemmer, H. - P., and Hamprecht, F. A., ?Classification of in vivo magnetic resonance spectra?, in Classification in ubiquitous challenge: Proceedings of the GfKl 2004, 2004, pp. 362-369.

B. H.  Menze, ?Klassifikation von Magnetresonanzspektren?, University of Heidelberg, 2004.