Publications

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Journal Article
E. - A. Horvát, Hanselmann, M., Hamprecht, F. A., and Zweig, K. A., You Are Who Knows You: Predicting Links Between Non-Members of Facebook, European Conference on Complex Systems. Proceedings, vol. 3, pp. 309-315, 2012.PDF icon Technical Report (1.92 MB)
B. Y. Renard, Kirchner, M., Monigatti, F., Ivanov, A. R., Rappsilber, J., Winter, D., Steen, J. A. J., Hamprecht, F. A., and Steen, H., When Less Can Yield More - Computational Preprocessing of MS/MS Spectra for Peptide Identification Preprocessing, Proteomics, vol. 9, pp. 4978-4984, 2009.PDF icon Technical Report (901.78 KB)
M. Jäger, Knoll, C., and Hamprecht, F. A., Weakly Supervised Learning of a Classifier for Unusual Event Detection, IEEE Transactions on Image Processing, vol. 17, pp. 1700-1708, 2008.PDF icon Technical Report (295.32 KB)
F. A. Hamprecht and Jähne, B., Vom Bild zur Information, Ruperto Carola -- Forschungsmagazin der Universität Heidelberg, vol. 03.2004, pp. 9-12, 2004.
M. Pfannmöller, Flügge, H., Benner, G., Wacker, I., Sommer, C., Hanselmann, M., Schmale, S., Schmidt, H., Hamprecht, F. A., Rabe, T., Kowalsky, W., and Schröder, R., Visualizing a homogeneous blend in bulk heterojunction polymer solar cells by analytical electron microscopy, Nano Letters, vol. 11, pp. 3099-3107, 2011.
J. Kleesiek, Petersen, J., Döring, M., Maier-Hein, K., Köthe, U., Wick, W., Hamprecht, F. A., Bendszus, M., and Biller, A., Virtual Raters for Reproducible and Objective Assessments in Radiology, Nature Scientific Reports, vol. 6, 2016.PDF icon Technical Report (2.81 MB)
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.PDF icon Technical Report (1.94 MB)
M. Hanselmann, Köthe, U., Kirchner, M., Renard, B. Y., Amstalden, E. R., Glunde, K., Heeren, R. M. A., and Hamprecht, F. A., Towards Digital Staining using Imaging Mass Spectrometry and Random Forests, Journal of Proteome Research, vol. 8, pp. 3558-3567, 2009.PDF icon Technical Report (1.47 MB)
H. Kubinyi, Hamprecht, F. A., and Mietzner, T., Threedimensional Quantitative Similarity-Activity Relationships (3DQSiAR) from SEAL Similarity Matrices, Journal of Medicinal Chemistry, vol. 41, pp. 2553-2564, 1998.
J. Schmähling, Hamprecht, F. A., and Hoffmann, D. M. P., A three-dimensional measure of surface roughness based on mathematical morphology, International Journal of Machine Tools and Manufacture, vol. 46 (14), pp. 1764-1769, 2006.PDF icon Technical Report (524.97 KB)
C. Cali, Baghabra, J., Boges, D. J., Holst, G. R., Kreshuk, A., Hamprecht, F. A., Srinivasan, M., Lehväslaiho, H., and Magistretti, P. J., Three-dimensional immersive virtual reality for studying cellular compartments in 3D models from EM preparations of neural tissues, Journal of Comparative Neurology, vol. 524, pp. 23-38, 2015.
M. Bühl and Hamprecht, F. A., Theoretical Investigation of NMR Chemical Shifts and Reactivities of Oxovanadium (V) Compounds, Journal of Computational Chemistry, vol. 19, pp. 113-122, 1998.
H. Rapp, Frank, M., Hamprecht, F. A., and Jähne, B., A theoretical and experimental investigation of the systematic errors and statistical uncertainties of time-of-flight cameras, Int. J. Intelligent Systems Technologies and Applications, vol. 5, p. 402--413, 2008.
H. Rapp, Frank, M., Hamprecht, F. A., and Jähne, B., A Theoretical and Experimental Investigation of the Systematic Errors and Statistical Uncertainties of Time-of-Flight Cameras, Int. J. Intelligent Systems Technologies and Applications, vol. 5, pp. 402-413, 2008.PDF icon Technical Report (798.23 KB)
M. Frank, Plaue, M., Rapp, H., Köthe, U., Jähne, B., and Hamprecht, F. A., Theoretical and experimental error analysis of continuous-wave time-of-flight range cameras, Opt. Eng., vol. 48, p. 013602, 2009.
M. Frank, Plaue, M., Rapp, H., Köthe, U., Jähne, B., and Hamprecht, F. A., Theoretical and Experimental Error Analysis of Continuous-Wave Time-Of-Flight Range Cameras, Optical Engineering, vol. 48, 013602, 2009.PDF icon Technical Report (2.03 MB)
X. Lou and Hamprecht, F. A., Structured Learning from Partial Annotations, ICML 2012. Proceedings, 2012.PDF icon Technical Report (843.45 KB)
F. A. Hamprecht, Peter, C., Daura, X., Thiel, W., and van Gunsteren, W. F., A strategy for analysis of (molecular) equilibrium simulations: configuration space density estimation, clustering and visualization, Journal of Chemical Physics, vol. 114, pp. 2079-2089, 2001.
M. Jäger, Humbert, S., and Hamprecht, F. A., Sputter Tracking for the Automatic Monitoring of Industrial Laser Welding Processes, IEEE Transactions on Industrial Electronics, vol. 55, pp. 2177-2184, 2008.PDF icon Technical Report (1.83 MB)
N. Rahaman, Arpit, D., Baratin, A., Draxler, F., Lin, M., Hamprecht, F. A., Bengio, Y., and Courville, A., On the spectral bias of deep neural networks, arXiv preprint arXiv:1806.08734, 2018.
U. Köthe, Herrmannsdörfer, F., Kats, I., and Hamprecht, F. A., SimpleSTORM: a fast, self-calibrating reconstruction algorithm for localization microscopy, Histochemistry and Cell Biology, vol. 141, pp. 613-627, 2014.PDF icon Technical Report (2.29 MB)
M. Hanselmann, Voss, B., Renard, B. Y., Lindner, M., Köthe, U., Kirchner, M., and Hamprecht, F. A., SIMA: Simultaneous Multiple Alignment of LC/MS Peak Lists, Bioinformatics, vol. 27 (7), pp. 987-993, 2011.PDF icon Technical Report (2.2 MB)
B. Maco, Cantoni, M., Holtmaat, A., Kreshuk, A., Hamprecht, F. A., and Knott, G. W., Semiautomated Correlative 3D Electron Microscopy of In Vivo Imaged Axons and Dendrites, Nature Protocols, vol. 9, pp. 1354-1366, 2014.PDF icon Technical Report (2.01 MB)
M. Staudacher, Hamprecht, F. A., and Görlitz, L., Self Adjustment of Scanning Electron Microscopes / Selbstadaptivität von Rasterelektronenmikroskopen, Patent, Patent Number WO2009062781A1, 2009.PDF icon Technical Report (46.64 KB)
B. Andres, Köthe, U., Kröger, T., and Hamprecht, F. A., Runtime-Flexible Multi-dimensional Views and Arrays for C++98 and C++0x, ArXiv e-prints, 2010.PDF icon Technical Report (415.54 KB)
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.PDF icon Technical Report (1.16 MB)
X. Lou, Fiaschi, L., Köthe, U., and Hamprecht, F. A., Quality Classification of Microscopic Imagery with Weakly Supervised Learning, MICCAI-MLMI. Proceedings, pp. 176-183, 2012.PDF icon Technical Report (4.15 MB)
S. Sieg, Stutz, B., Schmidt, T., Hamprecht, F. A., and Maier, W. F., A QCAR-approach to materials modelling, Journal of Molecular Modeling, vol. 12, pp. 611-619, 2006.PDF icon Technical Report (343.11 KB)
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.PDF icon Technical Report (4.17 MB)
M. Jäger and Hamprecht, F. A., Principal Component Imagery for the Quality Monitoring of Dynamic Laser Welding Processes, IEEE Transactions on Industrial Electronics, vol. 56:4, pp. 1307-1313, 2008.
F. A. Hamprecht, Jost, D., Rüttimann, M., Calamai, F., and Kowalski, J. J., Preliminary results on the prediction of countershock success with fibrillation power, Resuscitation, vol. 50, pp. 297-299, 2001.

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