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84 Publikationen

2008 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2018398
J. Herold, et al., “Flexible Synapse Detection in Fluorescence Micrographs by Modeling Human Expert Grading”, Proc. of 2008 IEEE International Symposium on Biomedical Imaging, 2008.
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2008 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2018432
A. Scherbart and T.W. Nattkemper, “The Diversity of Regression Ensembles Combining Bagging and Random Subspace Method”, International Conference on Neural Information Processing, 2008.
PUB | DOI
 
2008 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 1630738
N. Pobigaylo, et al., “Identification of genes relevant to symbiosis and competitiveness in Sinorhizobium meliloti using signature-tagged mutants”, MOLECULAR PLANT-MICROBE INTERACTIONS, vol. 21, 2008, pp. 219-231.
PUB | DOI | WoS | PubMed | Europe PMC
 
2007 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2018412
C. Martin, et al., “Genome feature exploration using hyperbolic Self-Organizing Maps”, Proceedings of the 6th International Workshop on Self-Organizing Maps (WSOM 2007), Bielefeld: Bielefeld University, 2007.
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2007 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 1593120
N. Wei, et al., “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, vol. 97, 2007, pp. 1489-1500.
PUB | DOI | WoS | PubMed | Europe PMC
 
2007 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 1595739
N. Wei, et al., “In situ dark field microscopy for on-line monitoring of yeast cultures”, BIOTECHNOLOGY LETTERS, vol. 29, 2007, pp. 373-378.
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2007 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 1630749
B. Lessmann, et al., “A method for linking computed image features to histological semantics in neuropathology”, Journal of Biomedical Informatics, vol. 40, 2007, pp. 631-641.
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2007 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 1783345 OA
L. Krause, et al., “GISMO - gene identification using a support vector machine for ORF classification”, Nucleic Acids Research, vol. 35, 2007, pp. 540-549.
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2007 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2018416
T.W. Nattkemper, A. Degenhard, and T. Twellmann, “Breas”, Cancer Imaging - Lung and breast carcinomas, M.A. Hayat, ed., vol. 1, Academic Press, 2007, pp.309-324.
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2006 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2374232
C. Varini, et al., “Visual Exploration of Pathology Images by a Discrete Wavelet Transform Preprocessed Locally Linear Embedding.”, Bildverarbeitung für die Medizin, H. Handels, et al., eds., Springer, 2006, pp.66-70.
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2006 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2374254
B. Lessmann, et al., “Content Based Image Retrieval for Dynamic Time Series Data”, Proceedings of BVM, 2006, pp.61-65.
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2006 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2374494
W. Timm, et al., “Peak intensity prediction for pmf mass spectra using support vector regression”, Proc. of the 7th International FLINS Conference on Applied Artificial Intelligence, 2006, pp.565-572.
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2006 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 1600329
G. Miksch, et al., “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, vol. 70, 2006, pp. 229-236.
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2006 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 1597259
C. Martin, H. grosse Deters, and T.W. Nattkemper, “Fusing biomedical multi-modal data for exploratory data analysis”, ARTIFICIAL NEURAL NETWORKS - ICANN 2006, PT 2, vol. 4132, SPRINGER-VERLAG BERLIN, 2006, pp.798-807.
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2006 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 1598838
N. Pobigaylo, et al., “Construction of a large signature-tagged mini-Tn5 transposon library and its application to mutagenesis of Sinorhizobium meliloti”, APPLIED AND ENVIRONMENTAL MICROBIOLOGY, vol. 72, 2006, pp. 4329-4337.
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2006 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 1596731
C. Varini, A. Degenhard, and T.W. Nattkemper, “Visual exploratory analysis of DCE-MRI data in breast cancer by dimensional data reduction: A comparative study”, BIOMEDICAL SIGNAL PROCESSING AND CONTROL, vol. 1, 2006, pp. 56-63.
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2006 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 1598535
C. Varini, A. Degenhard, and T.W. Nattkemper, “ISOLLE: LLE with geodesic distance”, NEUROCOMPUTING, vol. 69, 2006, pp. 1768-1771.
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2005 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 1603560
T.W. Nattkemper, et al., “Evaluation of radiological features for breast tumour classification in clinical screening with machine learning methods”, ARTIFICIAL INTELLIGENCE IN MEDICINE, vol. 34, 2005, pp. 129-139.
PUB | DOI | WoS | PubMed | Europe PMC
 
2005 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2374546
A. Saalbach, et al., “A hyperbolic topographic mapping for proximity data”, Proc. of the IASTED International Conference of Artificial Intelligence and Applications, vol. 2005, 2005, pp.106-111.
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2005 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2374666
T. Twellmann, et al., “An Adaptive Colour Scale for Comparison of Pseudo Colouring Techniques for DCE-MRI Data”, Presented at the Workshop für Bildverarbeiteung für die Medzin, Workshop für Bildverarbeituing für die Medizin 2005, 2005.
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2005 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2374187
A. Saalbach, et al., “Image fusion based on topographic mappings using the hyperbolic space”, Information Visualization, vol. 4, 2005, pp. 266-275.
PUB | DOI
 
2005 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 1603030
T.W. Nattkemper and A. Wismuller, “Tumor feature visualization with unsupervised learning”, MEDICAL IMAGE ANALYSIS, vol. 9, 2005, pp. 344-351.
PUB | DOI | WoS | PubMed | Europe PMC
 
2005 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 1946602
N. Wei, et al., “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, vol. 6, 2005.
PUB | DOI | PubMed | Europe PMC
 
2005 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 1602344
K. Prank, et al., “Machine learning approaches for phenotype-genotype mapping: predicting heterozygous mutations in the CYP21B gene from steroid profiles”, EUROPEAN JOURNAL OF ENDOCRINOLOGY, vol. 153, 2005, pp. 301-305.
PUB | DOI | WoS | PubMed | Europe PMC
 
2005 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 1601519
C. Varini, A. Degenhard, and T.W. Nattkemper, “ISOLLE: Locally linear embedding with geodesic distance”, KNOWLEDGE DISCOVERY IN DATABASES: PKDD 2005, vol. 3721, SPRINGER-VERLAG BERLIN, 2005, pp.331-342.
PUB | DOI | WoS
 
2005 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 1601848
G. Miksch, et al., “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, vol. 120, 2005, pp. 25-37.
PUB | DOI | WoS | PubMed | Europe PMC
 
2005 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 1601906
B. Lessmann, et al., “SOM-based wavelet filtering for the exploration of medical images”, ARTIFICIAL NEURAL NETWORKS: BIOLOGICAL INSPIRATIONS - ICANN 2005, PT 1, PROCEEDINGS, vol. 3696, SPRINGER-VERLAG BERLIN, 2005, pp.671-676.
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2005 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 1602177
T. Twellmann, O. Lichte, and T.W. Nattkemper, “An adaptive tissue characterization network for model-free visualization of dynamic contrast-enhanced magnetic resonance image data”, IEEE TRANSACTIONS ON MEDICAL IMAGING, vol. 24, 2005, pp. 1256-1266.
PUB | DOI | WoS | PubMed | Europe PMC
 
2004 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2375262
C. Varini, et al., “Visualisation of Breast Tumour DCE-MRI Data using LLE”, Proc. Medical Image Understanding and Analysis (MIUA), BMVA, 2004, pp.97-100.
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2004 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 1606041
T.W. Nattkemper, “Multivariate image analysis in biomedicine”, JOURNAL OF BIOMEDICAL INFORMATICS, vol. 37, 2004, pp. 380-391.
PUB | DOI | WoS | PubMed | Europe PMC
 
2004 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 1666510 OA
T. Twellmann, et al., “Image fusion for dynamic contrast enhanced magnetic resonance imaging”, Biomed Eng Online, vol. 3, 2004, pp. 35.
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2004 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2017550 OA
T.W. Nattkemper, et al., “A Hybrid System for Cell Detection in Digital Micrographs”, Biomedical Engineering, Proc., B. Tilg, ed., vol. 417, Innsbruck, Austria: ACTA Press, 2004.
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2003 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2017545 OA
T.W. Nattkemper, et al., “Look & Listen: Sonification and Visualization of Multiparameter Micrographs”, Engineering in Medicine and Biology Society. Proceedings of the 25th Annual International Conference of the IEEE, vol. 2, Cancun, Mexico: IEEE, 2003, pp.1311-1314.
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2003 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 1612741
T.W. Nattkemper, et al., “Human vs. machine: evaluation of fluorescence micrographs”, Computers in Biology and Medicine, vol. 33, 2003, pp. 31-43.
PUB | DOI | Download (ext.) | WoS | PubMed | Europe PMC
 

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