@article {lou_14_active, title = {Active Structured Learning for Cell Tracking: Algorithm, Framework and Usability}, journal = {IEEE Transactions on Medical Imaging}, volume = {33 (4)}, year = {2014}, pages = {849-860}, doi = {10.1109/TMI.2013.2296937}, author = {Lou, X. and Schiegg, M. and Fred A. Hamprecht} } @article {lindner_14_hexicon, title = {Hexicon 2: Automated Processing of Hydrogen-Deuterium Exchange Mass Spectrometry Data with Improved Deuteration Distribution Estimation}, journal = {Journal of The American Society for Mass Spectrometry}, volume = {25}, year = {2014}, note = {1}, pages = {1018-1028}, doi = {10.1007/s13361-014-0850-y}, author = {Lindner, R. and Lou, X. and Reinstein, J. and Shoeman, R. L. and Fred A. Hamprecht and Winkler, A.} } @incollection {lou_14_structured, title = {Structured Learning from Cheap Data}, year = {2014}, note = {1}, publisher = {The MIT Press}, author = {Lou, X. and Kloft, M. and R{\"a}tsch, G. and Fred A. Hamprecht}, editor = {Nowozin, S. et al} } @article {lou_12_learning, title = {Learning to Segment Dense Cell Nuclei with Shape Prior}, journal = {CVPR 2012. Proceedings}, number = {0213}, year = {2012}, note = {1}, pages = {1012-1018}, doi = {10.1109/CVPR.2012.6247778}, author = {Lou, X. and Fred A. Hamprecht} } @article {lou_12_quality, title = {Quality Classification of Microscopic Imagery with Weakly Supervised Learning}, journal = {MICCAI-MLMI. Proceedings}, year = {2012}, note = {1}, pages = {176-183}, doi = {10.1007/978-3-642-35428-1_22}, author = {Lou, X. and Fiaschi, L. and Ullrich K{\"o}the and Fred A. Hamprecht} } @article {lou_12_structured, title = {Structured Learning from Partial Annotations}, journal = {ICML 2012. Proceedings}, year = {2012}, note = {1}, url = {http://icml.cc/discuss/2012/753.html}, author = {Lou, X. and Fred A. Hamprecht} } @phdthesis {lou_11_biomedical, title = {Biomedical Data Analysis with Prior Knowledge: Modeling and Learning}, year = {2011}, publisher = {University of Heidelberg}, author = {Lou, X.} } @conference {lou_11_deltr, title = {DELTR: Digital Embryo Lineage Tree Reconstructor}, booktitle = {Eighth IEEE International Symposium on Biomedical Imaging (ISBI). Proceedings}, year = {2011}, note = {1}, pages = {1557-1560}, doi = {10.1109/ISBI.2011.5872698}, author = {Lou, X. and F. O. Kaster and Lindner, M. and Bernhard X. Kausler and Ullrich K{\"o}the and H{\"o}ckendorf, B. and Wittbrodt, J. and J{\"a}nicke, H. and Fred A. Hamprecht} } @conference {lou_11_structured, title = {Structured Learning for Cell Tracking}, booktitle = {NIPS 2011. Proceedings}, year = {2011}, note = {1}, pages = {1296-1304}, author = {Lou, X. and Fred A. Hamprecht}, editor = {Shawe-Taylor, J. and Zemel, R.S. and Pereira, F.C.N. and Weinberger, K.Q. and Bartlett, P.} } @article {kreshuk_10_automated, title = {Automated detection and analysis of bimodal isotope peak distribution in H/D exchange mass spectrometry using HeXicon}, journal = {International Journal of Mass Spectrometry}, volume = {302}, year = {2010}, note = {1}, pages = {125-131}, doi = {10.1016/j.ijms.2010.08.025}, author = {Anna Kreshuk and Stankiewicz, M. and Lou, X. and Kirchner, M. and Fred A. Hamprecht and Mayer, M. P.} } @article {lou_10_deuteration, title = {Deuteration Distribution Estimation with Improved Sequence Coverage for HX/MS Experiments}, journal = {Bioinformatics}, volume = {26(12)}, year = {2010}, note = {1}, pages = {1535-1541}, doi = {10.1093/bioinformatics/btq165}, author = {Lou, X. and Kirchner, M. and B. Y. Renard and Ullrich K{\"o}the and Graf, C. and Lee, C. and Judith A. J. Steen and Steen, H. and Mayer, M. P. and Fred A. Hamprecht} }