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84 Publikationen

2008 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2018398
Herold, J., Friedenberger, M., Bode, M., Rajpoot, N., Schubert, W., & Nattkemper, T. W. (2008). Flexible Synapse Detection in Fluorescence Micrographs by Modeling Human Expert Grading. Proc. of 2008 IEEE International Symposium on Biomedical Imaging. doi:10.1109/isbi.2008.4541254
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2008 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2018432
Scherbart, A., & Nattkemper, T. W. (2008). The Diversity of Regression Ensembles Combining Bagging and Random Subspace Method. International Conference on Neural Information Processing. doi:10.1007/978-3-642-03040-6_111
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2008 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 1630738
Pobigaylo, N., Szymczak, S., Nattkemper, T. W., & Becker, A. (2008). Identification of genes relevant to symbiosis and competitiveness in Sinorhizobium meliloti using signature-tagged mutants. MOLECULAR PLANT-MICROBE INTERACTIONS, 21(2), 219-231. doi:10.1094/MPMI-21-2-0219
PUB | DOI | WoS | PubMed | Europe PMC
 
2007 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2018412
Martin, C., Díaz Solórzano, N. N., Ontrup, J., & Nattkemper, T. W. (2007). Genome feature exploration using hyperbolic Self-Organizing Maps. Proceedings of the 6th International Workshop on Self-Organizing Maps (WSOM 2007) Bielefeld: Bielefeld University. doi:10.2390/biecoll-wsom2007-140
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2007 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 1593120
Wei, N., You, J., Friehs, K., Flaschel, E., & Nattkemper, T. W. (2007). An in situ probe for on-line monitoring of cell density and viability on the basis of dark field microscopy in conjunction with image processing and supervised machine learning. Biotechnology and Bioengineering, 97(6), 1489-1500. doi:10.1002/bit.21368
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2007 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 1595739
Wei, N., You, J., Friehs, K., Flaschel, E., & Nattkemper, T. W. (2007). In situ dark field microscopy for on-line monitoring of yeast cultures. BIOTECHNOLOGY LETTERS, 29(3), 373-378. doi:10.1007/s10529-006-9245-x
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2007 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 1630749
Lessmann, B., Nattkemper, T. W., Hans, V. H., & Degenhard, A. (2007). A method for linking computed image features to histological semantics in neuropathology. Journal of Biomedical Informatics, 40(6), 631-641. doi:10.1016/j.jbi.2007.06.007
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2007 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 1783345 OA
Krause, L., McHardy, A. C., Nattkemper, T. W., Pühler, A., Stoye, J., & Meyer, F. (2007). GISMO - gene identification using a support vector machine for ORF classification. Nucleic Acids Research, 35(2), 540-549. doi:10.1093/nar/gkl1083
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2007 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2018416
Nattkemper, T. W., Degenhard, A., & Twellmann, T. (2007). Breas. In M. A. Hayat (Ed.), Cancer Imaging - Lung and breast carcinomas (Vol. 1, pp. 309-324). Academic Press.
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2006 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2374232
Varini, C., Lessmann, B., Degenhard, A., Hans, V. H., & Nattkemper, T. W. (2006). Visual Exploration of Pathology Images by a Discrete Wavelet Transform Preprocessed Locally Linear Embedding. In H. Handels, J. Ehrhardt, A. Horsch, H. - P. Meinzer, & T. Tolxdorff (Eds.), Bildverarbeitung für die Medizin (pp. 66-70). Springer.
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2006 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2374254
Lessmann, B., Nattkemper, T. W., Huth, J., Loyek, C., Kessar, P., Khazen, M., Pointon, L., et al. (2006). Content Based Image Retrieval for Dynamic Time Series Data. Proceedings of BVM, 61-65
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2006 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2374494
Timm, W., Böcker, S., Twellmann, T., & Nattkemper, T. W. (2006). Peak intensity prediction for pmf mass spectra using support vector regression. Proc. of the 7th International FLINS Conference on Applied Artificial Intelligence, 565-572. doi:10.1142/9789812774118_0080
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2006 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 1600329
Miksch, G., Bettenworth, F., Friehs, K., Flaschel, E., Saalbach, A., & Nattkemper, T. W. (2006). A rapid reporter system using GFP as a reporter protein for identification and screening of synthetic stationary-phase promoters in Escherichia coli. APPLIED MICROBIOLOGY AND BIOTECHNOLOGY, 70(2), 229-236. doi:10.1007/s00253-005-0060-4
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2006 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 1597259
Martin, C., Deters, H. grosse, & Nattkemper, T. W. (2006). Fusing biomedical multi-modal data for exploratory data analysis. ARTIFICIAL NEURAL NETWORKS - ICANN 2006, PT 2, 4132, 798-807. SPRINGER-VERLAG BERLIN. doi:10.1007/11840930_83
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2006 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 1598838
Pobigaylo, N., Wetter, D., Szymczak, S., Schiller, U., Kurtz, S., Meyer, F., Nattkemper, T. W., et al. (2006). Construction of a large signature-tagged mini-Tn5 transposon library and its application to mutagenesis of Sinorhizobium meliloti. APPLIED AND ENVIRONMENTAL MICROBIOLOGY, 72(6), 4329-4337. doi:10.1128/AEM.03072-05
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2006 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 1596731
Varini, C., Degenhard, A., & Nattkemper, T. W. (2006). Visual exploratory analysis of DCE-MRI data in breast cancer by dimensional data reduction: A comparative study. BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 1(1), 56-63. doi:10.1016/j.bspc.2006.05.001
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2006 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 1598535
Varini, C., Degenhard, A., & Nattkemper, T. W. (2006). ISOLLE: LLE with geodesic distance. NEUROCOMPUTING, 69(13-15), 1768-1771. doi:10.1016/j.neucom.2005.12.120
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2005 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 1603560
Nattkemper, T. W., Arnrich, B., Lichte, O., Timm, W., Degenhard, A., Pointon, L., Hayes, C., et al. (2005). Evaluation of radiological features for breast tumour classification in clinical screening with machine learning methods. ARTIFICIAL INTELLIGENCE IN MEDICINE, 34(2), 129-139. doi:10.1016/j.artmed.2004.09.001
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2005 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2374546
Saalbach, A., Twellmann, T., Nattkemper, T. W., Wismüller, A., Ontrup, J., & Ritter, H. (2005). A hyperbolic topographic mapping for proximity data. Proc. of the IASTED International Conference of Artificial Intelligence and Applications, 2005, 106-111.
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2005 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2374666
Twellmann, T., Lichte, O., Saalbach, A., Wismüller, A., & Nattkemper, T. W. (2005). An Adaptive Colour Scale for Comparison of Pseudo Colouring Techniques for DCE-MRI Data. Presented at the Workshop für Bildverarbeiteung für die Medzin
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2005 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2374187
Saalbach, A., Ontrup, J., Ritter, H., & Nattkemper, T. W. (2005). Image fusion based on topographic mappings using the hyperbolic space. Information Visualization, 4(4), 266-275. doi:10.1057/palgrave.ivs.9500106
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2005 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 1603030
Nattkemper, T. W., & Wismuller, A. (2005). Tumor feature visualization with unsupervised learning. MEDICAL IMAGE ANALYSIS, 9(4), 344-351. doi:10.1016/j.media.2005.01.004
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2005 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 1946602
Wei, N., Flaschel, E., Saalbach, A., Twellmann, T., & Nattkemper, T. W. (2005). Reagent-free automatic cell viability determination using neural networks based machine vision and dark-field microscopy in Saccharomyces cerevisiae. Conf Proc IEEE Eng Med Biol Soc, 6. doi:10.1109/iembs.2005.1615939
PUB | DOI | PubMed | Europe PMC
 
2005 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 1602344
Prank, K., Schulze, E., Eckert, O., Nattkemper, T. W., Bettendorf, M., Maser-Gluth, C., Sejnowski, T. J., et al. (2005). Machine learning approaches for phenotype-genotype mapping: predicting heterozygous mutations in the CYP21B gene from steroid profiles. EUROPEAN JOURNAL OF ENDOCRINOLOGY, 153(2), 301-305. doi:10.1530/eje.1.01957
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2005 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 1601519
Varini, C., Degenhard, A., & Nattkemper, T. W. (2005). ISOLLE: Locally linear embedding with geodesic distance. KNOWLEDGE DISCOVERY IN DATABASES: PKDD 2005, 3721, 331-342. SPRINGER-VERLAG BERLIN. doi:10.1007/11564126_34
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2005 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 1601848
Miksch, G., Bettenworth, F., Friehs, K., Flaschel, E., Saalbach, A., Twellmann, T., & Nattkemper, T. W. (2005). Libraries of synthetic stationary-phase and stress promoters as a tool for fine-tuning of expression of recombinant proteins in Escherichia coli. JOURNAL OF BIOTECHNOLOGY, 120(1), 25-37. doi:10.1016/j.jbiotec.2005.04.027
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2005 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 1601906
Lessmann, B., Degenhard, A., Kessar, P., Pointon, L., Khazen, M., Leach, M. O., & Nattkemper, T. W. (2005). SOM-based wavelet filtering for the exploration of medical images. ARTIFICIAL NEURAL NETWORKS: BIOLOGICAL INSPIRATIONS - ICANN 2005, PT 1, PROCEEDINGS, 3696, 671-676. SPRINGER-VERLAG BERLIN. doi:10.1007/11550822_104
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2005 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 1602177
Twellmann, T., Lichte, O., & Nattkemper, T. W. (2005). An adaptive tissue characterization network for model-free visualization of dynamic contrast-enhanced magnetic resonance image data. IEEE TRANSACTIONS ON MEDICAL IMAGING, 24(10), 1256-1266. doi:10.1109/TMI.2005.854517
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2004 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2375262
Varini, C., Nattkemper, T. W., Degenhard, A., & Wismüller, A. (2004). Visualisation of Breast Tumour DCE-MRI Data using LLE. Proc. Medical Image Understanding and Analysis (MIUA), 97-100. BMVA.
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2004 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 1606041
Nattkemper, T. W. (2004). Multivariate image analysis in biomedicine. JOURNAL OF BIOMEDICAL INFORMATICS, 37(5), 380-391. doi:10.1016/j.jbi.2004.07.010
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2004 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 1666510 OA
Twellmann, T., Saalbach, A., Gerstung, O., Leach, M. O., & Nattkemper, T. W. (2004). Image fusion for dynamic contrast enhanced magnetic resonance imaging. Biomed Eng Online, 3(1), 35. doi:10.1186/1475-925X-3-35
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2004 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2017550 OA
Nattkemper, T. W., Schubert, W., Hermann, T., & Ritter, H. (2004). A Hybrid System for Cell Detection in Digital Micrographs. In B. Tilg (Ed.), Biomedical Engineering, Proc. (Vol. 417). Innsbruck, Austria: ACTA Press.
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2003 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2017545 OA
Nattkemper, T. W., Hermann, T., Schubert, W., & Ritter, H. (2003). Look & Listen: Sonification and Visualization of Multiparameter Micrographs. Engineering in Medicine and Biology Society. Proceedings of the 25th Annual International Conference of the IEEE, 2, 1311-1314. Cancun, Mexico: IEEE.
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2003 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 1612741
Nattkemper, T. W., Twellmann, T., Ritter, H., & Schubert, W. (2003). Human vs. machine: evaluation of fluorescence micrographs. Computers in Biology and Medicine, 33(1), 31-43. doi:10.1016/S0010-4825(02)00060-4
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