Tim Wilhelm Nattkemper
tim.nattkemper@uni-bielefeld.de
https://orcid.org/0000-0002-7986-1158PEVZ-ID
211 Publikationen
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2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2994713
“UDE DIATOMS in the Wild 2024”: a new image dataset of freshwater diatoms for training deep learning modelsPUB | PDF | DOI | WoS | PubMed | Europe PMC
Venkataramanan A, Kloster M, Burfeid-Castellanos A, Dani M, Mayombo NAS, Vidakovic D, Langenkämper D, Tan M, Pradalier C, Nattkemper TW, Laviale M, et al. (2024)
GigaScience 13. -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2993464What do glass sponges do when no one is looking? Vazella pourtalesii: Responses to sediment deposition, passive locomotion, and contracting behaviorPUB | DOI | WoS
Grinyó J, Aguzzi J, Ortenzi L, Kenchington E, Violino S, Hanz U, Santín A, Nattkemper TW, Mienis F (2024)
Deep Sea Research Part I: Oceanographic Research Papers 213: 104388. -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2992869
New ecological knowledge of the bubblegum coral Paragorgia arborea (L. 1758) using computer visionPUB | PDF | DOI
Langenkämper D, Buhl-Mortensen P, Nilssen I, Nattkemper TW (2024)
Discover Oceans 1(1): 21. -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2989135
Deep learning–assisted biodiversity assessment in deep-sea benthic megafauna communities: a case study in the context of polymetallic nodule miningPUB | PDF | DOI | WoS
Cuvelier D, Zurowietz M, Nattkemper TW (2024)
Frontiers in Marine Science 11. -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2984580Accelerating ocean species discovery and laying the foundations for the future of marine biodiversity research and monitoringPUB | DOI | WoS
Rogers AD, Appiah-Madson H, Ardron JA, Bax NJ, Bhadury P, Brandt A, Buttigieg P-L, De Clerck O, Delgado C, Distel DL, Glover A, et al. (2023)
Frontiers in Marine Science 10: 1224471. -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2981135
A data science approach for multi-sensor marine observatory data monitoring cold water corals (Paragorgia arborea) in two campaignsPUB | PDF | DOI | Download (ext.) | WoS | PubMed | Europe PMC
van Kevelaer R, Langenkämper D, Nilssen I, Buhl-Mortensen P, Nattkemper TW (2023)
PLOS ONE 18(7): e0282723. -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2979717The exploration and annotation of large amounts of visual inspection data for protective coating systems on stationary marine steel structuresPUB | DOI | WoS
Momber AW, Langenkämper D, Möller T, Nattkemper TW (2023)
Ocean Engineering 278: 114337. -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2969165
Improving deep learning-based segmentation of diatoms in gigapixel-sized virtual slides by object-based tile positioning and object integrity constraintPUB | PDF | DOI | Download (ext.) | WoS | PubMed | Europe PMC
Kloster M, Burfeid-Castellanos AM, Langenkämper D, Nattkemper TW, Beszteri B (2023)
PLOS ONE 18(2): e0272103. -
2023 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2968512Eine Online-Plattform für die Verarbeitung digitaler visueller Daten zur Zustandsbeschreibung von Beschichtungssystemen an maritimen StahlbautenPUB | DOI | WoS
Momber A, Langenkämper D, Möller T, Nattkemper TW (2023)
Stahlbau . -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2965093
Exploring time series of hyperspectral images for cold water coral stress response analysisPUB | PDF | DOI | WoS | PubMed | Europe PMC
Langenkämper D, Mogstad AA, Hansen IM, Baussant T, Bergsagel O, Nilssen I, Frost TK, Nattkemper TW (2022)
PLoS ONE 17(8): e0272408. -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2964556
The Impact of Data Augmentations on Deep Learning-Based Marine Object Classification in Benthic Image TransectsPUB | PDF | DOI | Download (ext.) | WoS | PubMed | Europe PMC
Tan M, Langenkämper D, Nattkemper TW (2022)
Sensors 22(14): 5383. -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2964311
MetHoS: a platform for large-scale processing, storage and analysis of metabolomics dataPUB | PDF | DOI | Download (ext.) | WoS | PubMed | Europe PMC
Tzanakis K, Nattkemper TW, Niehaus K, Albaum S (2022)
BMC Bioinformatics 23(1): 267. -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2966492
A Digital Light Microscopic Method for Diatom Surveys Using Embedded Acid-Cleaned SamplesPUB | PDF | DOI | Download (ext.) | WoS | Preprint
Burfeid-Castellanos AM, Kloster M, Beszteri S, Postel U, Spyra M, Zurowietz M, Nattkemper TW, Beszteri B (2022)
Water 14(20): 3332. -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2964509Making marine image data FAIRPUB | DOI | WoS | PubMed | Europe PMC
Schoening T, Durden JM, Faber C, Felden J, Heger K, Hoving H-JT, Kiko R, Koser K, Krammer C, Kwasnitschka T, Moller KO, et al. (2022)
Scientific data 9(1): 414. -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2964756Publisher Correction: Making marine image data FAIRPUB | DOI | WoS | PubMed | Europe PMC
Schoening T, Durden JM, Faber C, Felden J, Heger K, Hoving H-JT, Kiko R, Koser K, Krammer C, Kwasnitschka T, Moller KO, et al. (2022)
Scientific Data 9(1): 445. -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2962701Corrigendum to “A data-based model for condition monitoring and maintenance planning for protective coating systems for wind tower structures” [Renew. Energy 186 (2022) 957–973]PUB | DOI | WoS
Momber AW, Nattkemper TW, Langenkämper D, Möller T, Bruen D, Schaumann P, Shojai S (2022)
Renewable Energy 188: 1184. -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2960547A data-based model for condition monitoring and maintenance planning for protective coating systems for wind tower structuresPUB | DOI
Momber AW, Nattkemper TW, Langenkämper D, Möller T, Brün D, Schaumann P, Shojai S (2022)
Renewable Energy. -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2959631
Current Trends and Future Directions of Large Scale Image and Video Annotation: Observations From Four Years of BIIGLE 2.0PUB | Dateien verfügbar | DOI | Download (ext.) | WoS
Zurowietz M, Nattkemper TW (2021)
Frontiers in Marine Science 8: 760036. -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2952736
The quest for seafloor macrolitter: a critical review of background knowledge, current methods and future prospectsPUB | PDF | DOI | WoS
Canals M, Pham CK, Bergmann M, Gutow L, Hanke G, van Sebille E, Angiolillo M, Buhl-Mortensen L, Cau A, Ioakeimidis C, Kammann U, et al. (2021)
Environmental Research Letters 16(2): 023001. -
2021 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2960196A Digital Twin concept for the prescriptive maintenance of protective coating systems on wind turbine structuresPUB | DOI | WoS
Momber AW, Möller T, Langenkämper D, Nattkemper TW, Bruen D (2021)
Wind Engineering: 0309524X211060550. -
2021 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2949959Image analysis-based quantification of fungal sporulation by automatic conidia counting and gray value correlationPUB | DOI | WoS | PubMed | Europe PMC
Muskat L, Kerkhoff Y, Humbert P, Nattkemper TW, Eilenberg J, Patel AV (2021)
MethodsX: 101218. -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2956291Digitalisierung und Verarbeitung von Sensordaten für die Zustandsbewertung von Oberflächenschutzsystemen stählerner Türme von Onshore-WindenergieanlagenPUB | DOI | WoS
Momber A, Nattkemper TW, Langenkämper D, Möller T, Bruen D, Schaumann P, Shojai S (2021)
Stahlbau 90(7): 528-541. -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2951226
Fast Visual Exploration of Mass Spectrometry Images with Interactive Dynamic Spectral Similarity PseudocoloringPUB | PDF | DOI | Download (ext.) | WoS | PubMed | Europe PMC
Wüllems K, Zurowietz A, Zurowietz M, Schneider R, Bednarz H, Niehaus K, Nattkemper TW (2021)
Scientific Reports 11: 4606. -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2950877
ALMI - A Generic Active Learning System for Computational Object Classification in Marine Observation ImagesPUB | PDF | DOI | Download (ext.) | WoS | PubMed | Europe PMC
Möller T, Nattkemper TW (2021)
Sensors 21(4): 1134. -
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2942079
Data storage and data re-use in taxonomy-the need for improved storage and accessibility of heterogeneous dataPUB | PDF | DOI | WoS
Gemeinholzer B, Vences M, Beszteri B, Bruy T, Felden J, Kostadinov I, Mirailes A, Nattkemper TW, Printzen C, Renz J, Rybalka N, et al. (2020)
ORGANISMS DIVERSITY & EVOLUTION 20(1): 1-8. -
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2945723
Deep learning-based diatom taxonomy on virtual slidesPUB | PDF | DOI | Download (ext.) | WoS | PubMed | Europe PMC
Kloster M, Langenkämper D, Zurowietz M, Beszteri B, Nattkemper TW (2020)
Scientific Reports 10(1): 14416. -
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2943901
An Interactive Visualization for Feature Localization in Deep Neural NetworksPUB | PDF | DOI | Download (ext.) | WoS | PubMed | Europe PMC
Zurowietz M, Nattkemper TW (2020)
Frontiers in Artificial Intelligence - Machine Learning and Artificial Intelligence 3: 49. -
2020 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2943127Repositories for Taxonomic Data: Where We Are and What is Missing.PUB | DOI | WoS | PubMed | Europe PMC
Miralles A, Bruy T, Wolcott K, Scherz MD, Begerow D, Beszteri B, Bonkowski M, Felden J, Gemeinholzer B, Glaw F, Glockner FO, et al. (2020)
Systematic biology. -
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2945097
Unsupervised Knowledge Transfer for Object Detection in Marine Environmental Monitoring and ExplorationPUB | PDF | DOI | Download (ext.) | WoS
Zurowietz M, Nattkemper TW (2020)
IEEE Access 8. -
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2948381Corrigendum: BIIGLE 2.0 - Browsing and Annotating Large Marine Image CollectionsPUB | DOI | Download (ext.) | WoS
Langenkämper D, Zurowietz M, Schoening T, Nattkemper TW (2020)
Frontiers in Marine Science 7: 617268. -
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2944758
Gear-Induced Concept Drift in Marine Images and Its Effect on Deep Learning ClassificationPUB | PDF | DOI | WoS
Langenkämper D, van Kevelaer R, Purser A, Nattkemper TW (2020)
Frontiers in Marine Science 7: 506. -
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2936089
Detection and visualization of communities in mass spectrometry imaging data.PUB | PDF | DOI | WoS | PubMed | Europe PMC
Wüllems K, Kölling J, Bednarz H, Niehaus K, Hans VH, Nattkemper TW (2019)
BMC Bioinformatics 20(1): 303. -
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2936069
On the impact of Citizen Science-derived data quality on deep learning based classification in marine imagesPUB | PDF | DOI | WoS | PubMed | Europe PMC
Langenkämper D, Simon-Lledó E, Hosking B, Jones DOB, Nattkemper TW (2019)
PLOS ONE 14(6): e0218086. -
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2931637SeeVis — 3D space-time cube rendering for visualization of microfluidics image dataPUB | DOI | Download (ext.) | WoS | PubMed | Europe PMC
Nattkemper TW, Hattab G (2019)
Bioinformatics 35(10): 1802-1804. -
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2935488
Computer vision enables short- and long-term analysis of Lophelia pertusa polyp behaviour and colour from an underwater observatory.PUB | PDF | DOI | WoS | PubMed | Europe PMC
Osterloff J, Nilssen I, Jarnegren J, Van Engeland T, Buhl-Mortensen P, Nattkemper TW (2019)
Scientific reports 9(1): 6578. -
2019 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2935366BIIGLE2Go - A scalable image annotation system for easy deployment on cruisesPUB | DOI | Download (ext.)
Zurowietz M, Langenkämper D, Nattkemper TW (2019)
In: Proceedings of IEEE OCEANS 2019. -
2019 | Konferenzbeitrag | Im Druck | PUB-ID: 2937705Wind turbine segmentation performing kNN-clustering on superpixel segmentationsPUB
Möller T, Langenkämper D, Nattkemper TW (In Press)
In: Image and Signal Processing for Remote Sensing XXV. Bruzzone L, Bovolo F (Eds); Image and Signal Processing for Remote Sensing XXV. Proceedings, 11155(25). . -
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2918218
A Novel methodology for characterizing cell subpopulations in automated time-lapse microscopyPUB | PDF | DOI | WoS | PubMed | Europe PMC
Hattab G, Wiesmann V, Becker A, Munzner T, Nattkemper TW (2018)
Frontiers in Bioengineering and Biotechnology 6: 17. -
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2932066
MAIA - A machine learning assisted image annotation method for environmental monitoring and explorationPUB | PDF | DOI | Download (ext.) | WoS | PubMed | Europe PMC
Zurowietz M, Langenkämper D, Hosking B, Ruhl H, Nattkemper TW (2018)
PLoS ONE 13(11): e0207498. -
2018 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2921040Tracking Sponge Size and Behaviour with Fixed Underwater ObservatoriesPUB | DOI
Möller T, Nillsen I, Nattkemper TW (2018)
In: Pattern Recognition and Information Forensics. ICPR 2018 International Workshops, CVAUI, IWCF, and MIPPSNA, Beijing, China, August 20-24, 2018, Revised Selected Papers. Zhang Z, Suter D, Tian Y, Branzan Albu A, Sidère N, Jair Escalante H (Eds); Lecture Notes in Computer Science, 11188. Cham: Springer: 45-54. -
2018 | Konferenzbeitrag | Angenommen | PUB-ID: 2921039
Strategies for Tackling the Class Imbalance Problem in Marine Image ClassificationPUB | PDF
Langenkämper D, van Kevelaer R, Nattkemper TW (Accepted)
Presented at the International Conference on Pattern Recognition 2018, Computer Vision for Automated Analysis of Underwater Imagery Workshop, Beijing. -
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2911830
ViCAR: An Adaptive and Landmark-Free Registration of Time Lapse Image Data from Microfluidics ExperimentsPUB | PDF | DOI | WoS | PubMed | Europe PMC
Hattab G, Schlüter J-P, Becker A, Nattkemper TW (2017)
Frontiers in Genetics 8: 69. -
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2909190
BIIGLE 2.0 - Browsing and Annotating Large Marine Image CollectionsPUB | Dateien verfügbar | DOI | WoS
Langenkämper D, Zurowietz M, Schoening T, Nattkemper TW (2017)
Frontiers in Marine Science 4(March): 83. -
2017 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2915349Active learning for the classification of species in underwater images from a fixed observatoryPUB
Möller T, Nilssen I, Nattkemper TW (2017)
In: Proceedings of The IEEE International Conference on Computer Vision Workships (ICCVW). Piscataway, NJ: IEEE: 2891-2897. -
2017 | Kurzbeitrag Konferenz / Poster | Veröffentlicht | PUB-ID: 2908753
Extracting Scalar Quantities from Underwater Images - a Toolbox for Image Data from Fixed Observatories.PUB | PDF
Osterloff J, Möller T, Nilssen I, Nattkemper TW (2017)
Presented at the Marine Imaging Workshop 2017, Kiel. -
2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2901477Robust normalization protocols for multiplexed fluorescence bioimage analysisPUB | DOI | WoS | PubMed | Europe PMC
Ahmed Raza SE, Langenkämper D, Sirinukunwattana K, Epstein D, Nattkemper TW, Rajpoot NM (2016)
BioData Mining 9(1): 11. -
2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2900943Comparison of Acceleration Techniques for Selected Low-Level Bioinformatics OperationsPUB | DOI | WoS | PubMed | Europe PMC
Langenkämper D, Jakobi T, Feld D, Jelonek L, Goesmann A, Nattkemper TW (2016)
Frontiers in Genetics 7: 5. -
2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2903712
Computational Visual Stress Level Analysis of Calcareous Algae Exposed to SedimentationPUB | PDF | DOI | WoS | PubMed | Europe PMC
Osterloff J, Nilssen I, Eide I, de Oliveira Figueiredo MA, de Souza Tâmega FT, Nattkemper TW (2016)
PLOS ONE 11(6): e0157329. -
2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2907705Omics Fusion - A Platform for Integrative Analysis of Omics DataPUB | DOI | WoS | PubMed | Europe PMC
Brink B, Seidel A, Kleinbölting N, Nattkemper TW, Albaum S (2016)
Journal of Integrative Bioinformatics 13(4: SI): 296. -
2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2901413
Spatio-Temporal Metabolite Profiling of the Barley Germination Process by MALDI MS ImagingPUB | PDF | DOI | WoS | PubMed | Europe PMC
Gorzolka K, Kölling J, Nattkemper TW, Niehaus K (2016)
PLOS ONE 11(3): e0150208. -
2016 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2904671Change Detection in Marine Observatory Image Streams using Bi-Domain Feature ClusteringPUB | DOI
Möller T, Nilssen I, Nattkemper TW (2016)
In: 2016 23rd International Conference on Pattern Recognition (ICPR). Piscataway, NJ: IEEE: 793-798. -
2016 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2906524Data-driven Long Term Change Analysis in Marine Observatory Image StreamsPUB
Möller T, Nilssen I, Nattkemper TW (2016)
In: 2016 ICPR 2nd Workshop on Computer Vision for Analysis of Underwater Imagery (CVAUI 2016) . Proceedings. Piscataway, NJ: IEEE: 13-18. -
2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2902750
RecoMIA - Recommendations for marine image annotation: Lessons learned and future directionsPUB | PDF | DOI | WoS
Schoening T, Osterloff J, Nattkemper TW (2016)
Frontiers in Marine Science 3: 59. -
2016 | Konferenzbeitrag | Angenommen | PUB-ID: 2904670COATL - A Learning Architecture for Online Real-Time Detection and Classification Assistance for Environmental DataPUB
Langenkämper D, Nattkemper TW (Accepted)
In: Proceedings of the International Conference on Pattern Recognition (ICPR). -
2016 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2903653Perspectives in Visual Imaging for Marine Biology and Ecology: From Acquisition to UnderstandingPUB | WoS
Durden J, Schoening T, Althaus F, Friedmann A, Garica R, Glover AG, Greinert J, Stout NJ, Jones DOB, Jordt A, Kaeli JW, et al. (2016)
In: Oceanography and Marine Biology: An Annual Review. Hughes RN, Hughes DJ, Smith IP, Dale AC (Eds); 54. Boca Raton: CRC Press: 1-72. -
2016 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2903711Computational Coral Feature Monitoring for the fixed underwater Observatory LoVePUB | DOI
Osterloff J, Nilssen I, Nattkemper TW (2016)
In: Proceedings of IEEE OCEANS 2016. -
2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2903363Comparison of image annotation data generated by multiple investigators for benthic ecologyPUB | DOI | WoS
Durden JM, Bett BJ, Schoening T, Morris KJ, Ruhl HA, Nattkemper TW (2016)
Marine Ecology Progress Series 552: 61-70. -
2016 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2906522Polyp activity estimation and monitoring for cold water corals with a deep learning approachPUB | DOI
Osterloff J, Nilssen I, Järnegren J, Buhl-Mortensen P, Nattkemper TW (2016)
In: Proceedigs of CVAUI 2016 (ICPR Workshop). -
2016 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2902749A computer vision approach for monitoring the spatial and temporal shrimp distribution at the LoVe observatoryPUB | DOI
Osterloff J, Nilssen I, Nattkemper TW (2016)
Methods in Oceanography 15-16: 114-128. -
2016 | Zeitschriftenaufsatz | Angenommen | PUB-ID: 2902857Fully automated image segmentation for benthic resource assessment of poly-metallic nodulesPUB | DOI
Schoening T, Kuhn T, Jones DOB, Simon-Lledo E, Nattkemper TW (Accepted)
Methods in Oceanography 15-16: 78-89. -
2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2905905Current and future trends in marine image annotation softwarePUB | DOI | WoS
Nuno Gomes-Pereira J, Auger V, Beisiegel K, Benjamin R, Bergmann M, Bowden D, Buhl-Mortensen P, De Leo FC, Dionísio G, Durden JM, Edwards L, et al. (2016)
Progress in Oceanography 149: 106-129. -
2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2722138
Learning to classify organic and conventional wheat - a machine-learning driven approach using the MeltDB 2.0 metabolomics analysis platformPUB | PDF | DOI | WoS | PubMed | Europe PMC
Kessler N, Bonte A, Albaum S, Mäder P, Messmer M, Goesmann A, Niehaus K, Langenkämper G, Nattkemper TW (2015)
Frontiers in Bioinformatics and Computational Biology 3: 35. -
2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2724431
DELPHI - fast and adaptive computational laser point detection and visual footprint quantification for arbitrary underwater image collectionsPUB | PDF | DOI | WoS
Schoening T, Kuhn T, Bergmann M, Nattkemper TW (2015)
Frontiers in Marine Science 2: 20. -
2015 | Kurzbeitrag Konferenz / Poster | Veröffentlicht | PUB-ID: 2775951
Change Detection in underwater time laps videos from stationary observatoriesPUB | PDF
Möller T, Nilssen I, Sumida P, Osterloff J, Nattkemper TW (2015)
Presented at the GEOHAB, Salvador, Brazil. -
2015 | Datenpublikation | PUB-ID: 2777409
Phase Contrast and Fluorescence Bacterial Time-Lapse Microscopy Image DataPUB | Dateien verfügbar | DOI
Schlueter J-P, McIntosh M, Hattab G, Nattkemper TW, Becker A (2015)
Bielefeld University. -
2015 | Kurzbeitrag Konferenz / Poster | Veröffentlicht | PUB-ID: 2775956
Integrated Digital Marine Image Analysis and Management - new solutions to handle large image collections in environmental monitoring and explorationPUB | PDF
Steinbrink B, Schoening T, Brün D, Nattkemper TW (2015)
Presented at the GEOHAB, Salvador, Brazil. -
2015 | Kurzbeitrag Konferenz / Poster | Veröffentlicht | PUB-ID: 2735538
Computational analysis of spatial species distribution for integrated stationary environmental monitoringPUB | PDF
Osterloff J, Nilssen I, Möller T, Nattkemper TW (2015)
Presented at the Geohab 2015, Salvador, Bahia, Brazil. -
2015 | Konferenzbeitrag | Im Druck | PUB-ID: 2775947Rapid image processing and classification in underwater exploration using advanced high performance computingPUB
Schoening T, Langenkämper D, Steinbrink B, Brün D, Nattkemper TW (In Press)
In: Proc. of the IEEE Oceans. Washington DC, USA: IEEE. -
2014 | Kurzbeitrag Konferenz / Poster | Veröffentlicht | PUB-ID: 2655889An overview and rating of benthic image pre-processings for color constancyPUB
Osterloff J, Schoening T, Bergmann M, Nattkemper TW (2014)
Presented at the Marine Imaging Workshop, National Oceanography Centre, Southampton, UK. -
2014 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2705712
AKE - The Accelerated k-mer Exploration Web-Tool for Rapid Taxonomic Classification and VisualizationPUB | PDF | DOI | Download (ext.) | WoS | PubMed | Europe PMC
Langenkämper D, Goesmann A, Nattkemper TW (2014)
BMC Bioinformatics 15(1): 384. -
2014 | Kurzbeitrag Konferenz / Poster | Veröffentlicht | PUB-ID: 2656048
Introduction of image-based water transparency descriptors to quantify marine snow and turbidity features. A study with data from a stationary observatoryPUB | PDF
Möller T, Nilssen I, Nattkemper TW (2014)
Presented at the MIW 2014 - Marine Imaging Workshop, Southampton. -
2014 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2706029
ALLocator: An Interactive Web Platform for the Analysis of Metabolomic LC-ESI-MS Datasets, Enabling Semi-Automated, User-Revised Compound Annotation and Mass Isotopomer Ratio AnalysisPUB | PDF | DOI | WoS | PubMed | Europe PMC
Kessler N, Walter F, Persicke M, Albaum S, Kalinowski J, Goesmann A, Niehaus K, Nattkemper TW (2014)
PLoS ONE 9(11): e113909. -
2014 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2683648Ranking Color Correction Algorithms using Cluster IndicesPUB | DOI | Download (ext.)
Osterloff J, Schoening T, Bergmann M, Durden JM, Ruhl HA, Nattkemper TW (2014)
Presented at the ICPR Workshop on Computer Vision for Analysis of Underwater Imagery, Stockhom. -
2014 | Kurzbeitrag Konferenz / Poster | Veröffentlicht | PUB-ID: 2690300Interactive Exploration of Spatial Distribution in Mass Spectrometry ImagingPUB | Download (ext.)
Kölling J, Zurowietz M, Nattkemper TW (2014)
Presented at the 4th Symposium on Biological Data Visualization (BioVis), Boston, MA, USA. -
2014 | Kurzbeitrag Konferenz / Poster | Veröffentlicht | PUB-ID: 2676320
Automated Image based Biomass Quantification in Mesocosm StudiesPUB | PDF
Osterloff J, Nilssen I, de Oliveira Figueiredo MA, de Souza Tâmega FT, Möller T, Nattkemper TW (2014)
Presented at the Geohab 2014, Lorne, Victoria, Australia. -
2014 | Konferenzbeitrag | Im Druck | PUB-ID: 2690335Interactive and dynamic web-based visual exploration of high dimensional bioimages with real time clusteringPUB
Rathke M, Kölling J, Gorzolka K, Niehaus K, Nattkemper TW (In Press)
Presented at the German Conference on Bioinformatics (GCB), Bielefeld, Germany. -
2014 | Kurzbeitrag Konferenz / Poster | Im Druck | PUB-ID: 2690436
Spatio-temporal analysis of metabolite profiles during barley germinationPUB | PDF
Kölling J, Gorzolka K, Niehaus K, Nattkemper TW (In Press)
Presented at the German Conference on Bioinformatics (GCB), Bielefeld, Germany. -
2014 | Kurzbeitrag Konferenz / Poster | Veröffentlicht | PUB-ID: 2690322Interactive Exploration of Spatial Distribution in Mass Spectrometry ImagingPUB | Download (ext.)
Kölling J, Zurowietz M, Nattkemper TW (2014)
Presented at the 22nd Annual International Conference on Intelligent Systems for Molecular Biology (ISMB), Boston, MA, USA. -
2014 | Kurzbeitrag Konferenz / Poster | Veröffentlicht | PUB-ID: 2676334Novelty detection in time lapse image dataPUB
Möller T, Nilssen I, Sumida PYG, Elbers KL, Nattkemper TW (2014)
Presented at the Geohab 2014, Lorne, Victoria, Australia. -
2014 | Konferenzband | Veröffentlicht | PUB-ID: 2901695German Conference on Bioinformatics 2014PUB
Giegerich R, Hofestädt R, Nattkemper TW (Eds) (2014)
GI-Edition: lecture notes in informatics 235. -
2014 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2717407Seabed Classification Using a Bag-of-Prototypes Feature RepresentationPUB | DOI
Schoening T, Kuhn T, Nattkemper TW (2014)
In: Computer Vision for Analysis of Underwater Imagery (CVAUI), 2014 ICPR Workshop on. 17-24. -
2014 | Kurzbeitrag Konferenz / Poster | Veröffentlicht | PUB-ID: 2775961Image-based marine resource exploration and biodiversity assessment with MAMAS (Marine data Asset Management and Analysis System)PUB
Schoening T, Brün D, Kuhn T, Nattkemper TW (2014)
Presented at the UMI (Underwater Mining Institute), Lisbon, Portugal. -
2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2610505Microhabitat and shrimp abundance within a Norwegian cold-water coral ecosystemPUB | DOI | WoS
Purser A, Ontrup J, Schoening T, Thomsen L, Tong R, Unnithan V, Nattkemper TW (2013)
Biogeosciences 10(9): 5779-5791. -
2013 | Konferenzbeitrag | Im Druck | PUB-ID: 2610134Ultra-fast segmentation and quantification of poly-metallic nodule coverage in high-resolution digital imagesPUB
Schoening T, Steinbrink B, Brün D, Kuhn T, Nattkemper TW (In Press)
In: Proceedings of the UMI 2013. -
2013 | Konferenzbeitrag | Im Druck | PUB-ID: 2537912Using random forest to find Nuclear Export Signals (NESs) in proteins of Arabidopsis thalianaPUB
Rubiano Castellanos CC, Merkle T, Nattkemper TW (In Press)
Presented at the BIOINFORMATICS Conf., Barcelona, Spain. -
2013 | Kurzbeitrag Konferenz / Poster | Veröffentlicht | PUB-ID: 2656054A machine-learning system for the automated detection of megafauna and its applicability unseen footagePUB
Schoening T, Bergmann M, Nattkemper TW (2013)
Presented at the GEOHAB, Rome. -
2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2625914Categorization of two-photon microscopy images of human cartilage into states of osteoarthritisPUB | DOI | WoS | PubMed | Europe PMC
Bergmann T, Maeder U, Fiebich M, Dickob M, Nattkemper TW, Anselmetti D (2013)
Osteoarthritis And Cartilage 21(8): 1074-1082. -
2013 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2610762Cluster AnalysisPUB
Nattkemper TW (2013)
In: Encyclopedia of Systems Biology. Dubitzky W, Wolkenhauer O, Cho K-H, Yokota H (Eds); New York, NY : Springer. -
2013 | Kurzbeitrag Konferenz / Poster | Veröffentlicht | PUB-ID: 2656093Application of Hydro-Acoustic and Video Data for the Exploration of Manganese Nodule FieldsPUB
Kuhn T, Rühlemann C, Wiedicke-Hombach M, Schoening T, Nattkemper TW (2013)
Presented at the ISOPE OMS, Szczecin, Poland. -
2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2610129MeltDB 2.0 - Advances of the metabolomics software systemPUB | DOI | WoS | PubMed | Europe PMC
Kessler N, Bonte A, Langenkämper G, Niehaus K, Goesmann A, Nattkemper TW (2013)
Bioinformatics 29(19): 2452-2459. -
2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2542584Approaches to automatic parameter fitting in a microscopy image segmentation pipeline: An exploratory parameter space analysisPUB | DOI | PubMed | Europe PMC
Held C, Nattkemper TW, Palmisano R, Wittenberg T (2013)
Journal of Pathology Informatics 4(2): 5. -
2013 | Konferenzbeitrag | Im Druck | PUB-ID: 2538625Einsatz von Protein- und Metabolit-Profiling-Methoden zur Unterscheidung von ökologischem und konventionellem WeizenPUB
Bonte A, Kessler N, Nattkemper TW, Goesmann A, Cecile T, Mäder P, Niehaus K, Langenkämper G (In Press)
Presented at the 12. Wissenschaftstagung Ökologischer Landbau „Ideal und Wirklichkeit – Perspektiven Ökologischer Landbewirtschaftung“, Bonn, Germany. -
2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2494458
Semi-automated image analysis for the assessment of megafaunal densities at the Arctic deep-sea observatory HAUSGARTENPUB | PDF | DOI | WoS | PubMed | Europe PMC
Schoening T, Bergmann M, Purser A, Dannheim J, Gutt J, Nattkemper TW (2012)
PLoS ONE 7(6): e38179. -
2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2455753
RAMTaB: Robust Alignment of Multi-Tag BioimagesPUB | PDF | DOI | Download (ext.) | WoS | PubMed | Europe PMC
Raza S-E-A, Epstein D, Nattkemper TW, Rajpoot N (2012)
PLoS ONE 7(2): e30894. -
2012 | Kurzbeitrag Konferenz / Poster | Veröffentlicht | PUB-ID: 2656105Effects of drill cuttings on a deep water rhodolith bed: an integrated approachPUB
Figueiredo Creed M, Coutinho R, Reynier MV, Cesar Paiva P, Villas AB, Bôas AB, Tapajó s de Souza Tâmega F, Nattkemper TW, Eide I (2012)
Presented at the V International Rhodolith Workshop, Granada, Spain. -
2012 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2656050Estimation of poly-metallic nodule coverage in benthic imagesPUB
Schoening T, Kuhn T, Nattkemper TW (2012)
In: Proc. of the 41st Conference of the Underwater Mining Institute (UMI). -
2012 | Kurzbeitrag Konferenz / Poster | Veröffentlicht | PUB-ID: 2656067The impact of experts’ inter- and intra-observer agreements on computational object classification in images from the deep seafloor of the HAUSGARTEN observatory.PUB
Schoening T, Bergmann M, Purser A, Gutt J, Dannheim J, Taylor J, Nattkemper TW, Boetius A (2012)
Presented at the 13th International Deep-Sea Biology Symposium, Wellington, New Zealand. -
2012 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2515687
Analyzing Multi-Tag Bioimages with BIOIMAX colocation mining toolsPUB | PDF
Kölling J, Rathke M, Abouna S, Khan M, Nattkemper TW (2012)
Presented at the IEEE International Symposium on BIOMEDICAL IMAGING (ISBI), Barcelona. -
2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2498232Protein turnover quantification in a multi-labeling approach - from data calculation to evaluationPUB | DOI | Download (ext.) | WoS | PubMed | Europe PMC
Trötschel C, Albaum S, Wolff D, Schröder S, Goesmann A, Nattkemper TW, Poetsch A (2012)
Molecular & Cellular Proteomics 11(8): 512-526. -
2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2536156Re-Expression of IGF-II Is Important for Beta Cell Regeneration in Adult MicePUB | DOI | WoS | PubMed | Europe PMC
Zhou L, Pelengaris S, Abouna S, Young J, Epstein D, Herold J, Nattkemper TW, Nakhai H, Khan M (2012)
PLoS ONE 7(9): e43623. -
2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2481783
WHIDE - A web tool for visual data mining colocation patterns in multivariate bioimagesPUB | PDF | DOI | Download (ext.) | WoS | PubMed | Europe PMC
Kölling J, Langenkämper D, Sylvie A, Michale K, Nattkemper TW (2012)
Bioinformatics 28(8): 1143-1150. -
2012 | Konferenzbeitrag | Im Druck | PUB-ID: 2515596
Are we ready for Science 2.0?PUB | PDF
Nattkemper TW (In Press)
Presented at the 4th International Conference on Knowledge Management and Information Sharing (KMIS), Barcelona. -
2012 | Konferenzbeitrag | PUB-ID: 2515700Investigation of hidden parameters influencing the automated object detection in benthic imagesPUB
Schoening T, Bergmann M, Boetius A, Nattkemper TW (2012)
Presented at the IEEE OCEANS 2012 MTS/IEEE, Hampton Roads, Virginia, USA. -
2012 | Konferenzbeitrag | PUB-ID: 2515671Approaches to automatic parameter fitting in a microscopy image segmentation pipeline: An exploratory parameter space analysisPUB
Held C, Nattkemper TW, Wittenberg T (2012)
Presented at the Histopathology Image Analysis (HIMA) workshop at MICCAI 2012, Nizza. -
2011 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2300114Web2.0 paves new ways for collaborative and exploratory analysis of Chemical Compounds in Spectrometry DataPUB | DOI | PubMed | Europe PMC
Loyek C, Bunkowski A, Vautz W, Nattkemper TW (2011)
Journal of Integrative Bioinformatics 8(2): 158. -
2011 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2300063
A guide through the computational analysis of isotope-labeled mass spectrometry-based quantitative proteomics data: an application studyPUB | PDF | DOI | WoS | PubMed | Europe PMC
Albaum S, Hahne H, Otto A, Haußmann U, Becher D, Poetsch A, Goesmann A, Nattkemper TW (2011)
Proteome Science 9(1): 30. -
2011 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2300073
A Normalized Tree Index for identification of correlated clinical parameters in microarray dataPUB | PDF | DOI | WoS | PubMed | Europe PMC
Martin C, Tauchen A, Becker A, Nattkemper TW (2011)
BioData Mining 4(1): 2. -
2011 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2300082
BIOIMAX - A Web 2.0 approach for easy exploratory and collaborative access to multivariate bioimage dataPUB | PDF | DOI | WoS | PubMed | Europe PMC
Loyek C, Khan M, Rajpoot N, Nattkemper TW (2011)
BMC Bioinformatics 12(1): 297. -
2011 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2300092Megafaunal assemblages from two shelf stations west of SvalbardPUB | DOI | WoS
Bergmann M, Langwald N, Ontrup J, Soltwedel T, Schewe I, Klages M, Nattkemper TW (2011)
Marine Biology Research 7(6): 525-539. -
2011 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2300232
A Web2.0 Strategy for the Collaborative Analysis of Complex BioimagesPUB | PDF | DOI
Loyek C, Kölling J, Langenkämper D, Niehaus K, Nattkemper TW (2011)
In: Advances in Intelligent Data Analysis X: 10th International Symposium, IDA 2011, Porto, Portugal, October 29-31, 2011. Proceedings. Gama J, Bradley E, Hollmén J (Eds); Lecture Notes in Computer Science, 7014. Berlin, Heidelberg: Springer: 258-269. -
2011 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2300237
Towards Protein Network Analysis using TIS Imaging and Exploratory Data AnalysisPUB | PDF
Langenkämper D, Kölling J, Khan M, Rajpoot N, Nattkemper TW (2011)
Presented at the Workshop on Computational Systems Biology (WCSB), Zürich, Switzerland. -
2011 | Kurzbeitrag Konferenz / Poster | Veröffentlicht | PUB-ID: 2656082How to squeeze even more from your Terabytes of video data!PUB
Purser A, Ontrup J, Schoening T, Thomsen L, Unnithan V, Nattkemper TW (2011) . -
2011 | Konferenzbeitrag | Im Druck | PUB-ID: 2315356Categorization of 2-photon microscopy images of human articular cartilage into states of arthritisPUB
Bergmann T, Fiebich TM, Nattkemper TW, Anselmetti D (In Press)
Presented at the Tagung der Biomedizinischen Technik (BMT), Freiburg, Germany. -
2011 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2373808Multivariate Image MiningPUB | DOI | WoS
Herold J, Loyek C, Nattkemper TW (2011)
Wiley Interdisciplinary Reviews: DATA MINING AND KNOWLEDGE DISCOVERY 1(1): 2-13. -
2011 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2300102Quantification of Cell Infection Caused by Listeria monocytogenes InvasionPUB | DOI | PubMed | Europe PMC
Arif M, Rajpoot N, Technow U, Chakraborty T, Fisch N, Jensen NA, Niehaus K, Nattkemper TW (2011)
Journal of Biotechnology 154(1): 76-83. -
2011 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2323705
TICAL - a web-tool for multivariate image clustering and data topology preserving visualizationPUB | PDF | Download (ext.)
Langenkämper D, Kölling J, Abouna S, Khan M, Niehaus K, Nattkemper TW (2011)
Presented at the Microscopic Image Analysis with Applications in Biology (MIAAB), Heidelberg, Germany. -
2011 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2093532Looking inside self-organizing map ensembles with resampling and negative correlation learningPUB | DOI | WoS | PubMed | Europe PMC
Scherbart A, Nattkemper TW (2011)
Neural Networks 24(1): 130-141. -
2011 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2300235Towards improved epilepsia diagnosis by unsupervised segmentation of neuropathology tissue sections using Ripley’s-L featuresPUB | DOI
Schoening T, Hans V, Nattkemper TW (2011)
In: Bildverarbeitung für die Medizin 2011:Algorithmen - Systeme - Anwendungen Proceedings des Workshops vom 20. - 22. März 2011 in Lübeck. Informatik aktuell. Berlin, Heidelberg: Springer: 44-48. -
2010 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 1929340CellViCAM-Cell viability classification for animal cell cultures using dark field micrographsPUB | DOI | WoS | PubMed | Europe PMC
Burgemeister S, Nattkemper TW, Noll T, Hoffrogge R, Flaschel E (2010)
JOURNAL OF BIOTECHNOLOGY 149(4): 310-316. -
2010 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 1794419Integrating semantic annotation and information visualization for the analysis of multichannel fluorescence micrographs from pancreatic tissuePUB | DOI | WoS | PubMed | Europe PMC
Herold J, Zhou L, Abouna S, Pelengaris S, Epstein D, Khan M, Nattkemper TW (2010)
Computerized Medical Imaging and Graphics 34(6): 446-452. -
2010 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 1929311BioImaging: Contributions from biology, physics and informaticsPUB | DOI | WoS | PubMed | Europe PMC
Gölzhäuser A, Nattkemper TW, Niehaus K, Pühler A, Sauer M (2010)
Journal of Biotechnology 149(4): 227-228. -
2010 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 1929335Automated detection and quantification of fluorescently labeled synapses in murine brain tissue sections for high throughput applicationsPUB | DOI | WoS | PubMed | Europe PMC
Herold J, Schubert W, Nattkemper TW (2010)
JOURNAL OF BIOTECHNOLOGY 149(4): 299-309. -
2009 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2018390A way towards analyzing high-content bioimage data by means of semantic annotation and visual data miningPUB | DOI
Herold J, Abouna S, Zhou L, Pelengaris S, Epstein DBA, Khan M, Nattkemper TW (2009)
In: SPIE Medical Imaging. SPIE. -
2009 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2018422BIIGLE - Web 2.0 enabled labelling and exploring of images from the Arctic deep-sea observatory HAUSGARTENPUB | DOI
Ontrup J, Ehnert N, Bergmann M, Nattkemper TW (2009)
In: OCEANS 2009 - Europe. Bremen. -
2009 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2018427A Robust Adaptive Wavelet-based Method for Classification of Meningioma Histology ImagesPUB
Qureshi H, Rajpoot N, Nattkemper TW, Hans V (2009)
In: MICCAI«2009 Workshop on Optical Tissue Image Analysis in Microscopy, Histology, and Endoscopy. -
2009 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 1635314
TACOA - Taxonomic classification of environmental genomic fragments using a kernelized nearest neighbor approachPUB | PDF | DOI | WoS | PubMed | Europe PMC
Diaz NN, Krause L, Goesmann A, Niehaus K, Nattkemper TW (2009)
BMC Bioinformatics 10(1): 56. -
2009 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 1589531Qupe-a Rich Internet Application to take a step forward in the analysis of mass spectrometry-based quantitative proteomics experimentsPUB | DOI | WoS | PubMed | Europe PMC
Albaum S, Neuweger H, Fraenzel B, Lange S, Mertens D, Troetschel C, Wolters D, Kalinowski J, Nattkemper TW, Goesmann A (2009)
Bioinformatics 25(23): 3128-3134. -
2009 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 1588783Use of machine-learning algorithms for the automated detection of cold-water coral habitats: a pilot studyPUB | DOI | WoS
Purser A, Bergmann M, Ontrup J, Nattkemper TW (2009)
Marine Ecology Progress Series 397: 241-251. -
2009 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 1591448On the application of (topographic) independent and tree-dependent component analysis for the examination of DCE-MRI dataPUB | DOI | WoS | PubMed | Europe PMC
Saalbach A, Lange O, Nattkemper TW, Meyer-Baese A (2009)
In: Biomedical Signal Processing and Control. BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 4(3). ELSEVIER SCI LTD: 247-253. -
2009 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2018440BIIGLE Tools - A Web 2.0 Approach for Visual Bioimage Database MiningPUB | DOI
Schoening T, Ehnert N, Ontrup J, Nattkemper TW (2009)
In: IV 09 - Intl. Conference on Information Visualization. IEEE. -
2008 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2018405Detection of Focal Cortical Dysplasia in MRI Using Textural FeaturesPUB | DOI
Loyek C, Woermann FG, Nattkemper TW (2008)
In: Proceedings of BVM 2008. Tolxdorff T (Ed); Informatik aktuell. Berlin, Heidelberg: Springer Verlag: 432-436. -
2008 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 1636280
Peak intensity prediction in MALDI-TOF mass spectrometry: A machine learning study to support quantitative proteomicsPUB | PDF | DOI | WoS | PubMed | Europe PMC
Timm W, Scherbart A, Boecker S, Kohlbacher O, Nattkemper TW (2008)
BMC Bioinformatics 9(1): 443. -
2008 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 1585611
A machine vision system for automated non-invasive assessment of cell viability via dark field microscopy, wavelet feature selection and classificationPUB | PDF | DOI | WoS | PubMed | Europe PMC
Wei N, Flaschel E, Friehs K, Nattkemper TW (2008)
BMC Bioinformatics 9(1): 449. -
2008 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 1587052Hyperbolic SOM-based clustering of DNA fragment features for taxonomic visualization and classificationPUB | DOI | WoS | PubMed | Europe PMC
Martin C, Diaz NN, Ontrup J, Nattkemper TW (2008)
Bioinformatics 24(14): 1568-1574. -
2008 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 1588286Model-free visualization of suspicious lesions in breast MRI based on supervised and unsupervised learningPUB | DOI | WoS | PubMed | Europe PMC
Twellmann T, Meyer-Baese A, Lange O, Foo S, Nattkemper TW (2008)
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE 21(2): 129-140. -
2008 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 1783364
Phylogenetic classification of short environmental DNA fragmentsPUB | PDF | DOI | WoS | PubMed | Europe PMC
Krause L, Diaz NN, Goesmann A, Kelley S, Nattkemper TW, Rohwer F, Edwards RA, Stoye J (2008)
Nucleic Acids Research 36(7): 2230-2239. -
2008 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2018409A Tree Index to Support Clustering Based Exploratory Data AnalysisPUB | DOI
Martin C, Nattkemper TW (2008)
In: Bioinformatics Research and Development : Second International Conference, BIRD 2008 Vienna, Austria, July 7-9, 2008 Proceedings. Communications in Computer and Information Science, 13. Berlin, Heidelberg: Springer: 1-15. -
2008 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2018435Improved Mass Spectrometry Peak Intensity Prediction by Adaptive Feature WeightingPUB | DOI
Scherbart A, Timm W, Böcker S, Nattkemper TW (2008)
In: International Conference on Neural Information Processing. Auckland, New Zealand. -
2008 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2018381ProSE - "Software as a Service" for Quantitative Proteomics (Poster abstract)PUB
Albaum S, Neuweger H, Lange S, Mertens D, Runte K, Kalinowski J, Nattkemper TW, Goesmann A (2008)
In: HUPO 7th Annual World Congress. -
2008 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2018398Flexible Synapse Detection in Fluorescence Micrographs by Modeling Human Expert GradingPUB | DOI
Herold J, Friedenberger M, Bode M, Rajpoot N, Schubert W, Nattkemper TW (2008)
In: Proc. of 2008 IEEE International Symposium on Biomedical Imaging. -
2008 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2018432The Diversity of Regression Ensembles Combining Bagging and Random Subspace MethodPUB | DOI
Scherbart A, Nattkemper TW (2008)
In: International Conference on Neural Information Processing. -
2008 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 1630738Identification of genes relevant to symbiosis and competitiveness in Sinorhizobium meliloti using signature-tagged mutantsPUB | DOI | WoS | PubMed | Europe PMC
Pobigaylo N, Szymczak S, Nattkemper TW, Becker A (2008)
MOLECULAR PLANT-MICROBE INTERACTIONS 21(2): 219-231. -
2007 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2018412
Genome feature exploration using hyperbolic Self-Organizing MapsPUB | PDF | DOI
Martin C, Díaz Solórzano NN, Ontrup J, Nattkemper TW (2007)
In: Proceedings of the 6th International Workshop on Self-Organizing Maps (WSOM 2007). Bielefeld: Bielefeld University. -
2007 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2714045
SOM-based Peptide Prototyping for Mass Spectrometry Peak Intensity PredictionPUB | PDF | DOI
Scherbart A, Timm W, Böcker S, Nattkemper TW (2007)
In: Proceedings of the 6th Workshop on Self-Organizing Maps (WSOM 07). Bielefeld: Bielefeld University. -
2007 | Kurzbeitrag Konferenz / Poster | Veröffentlicht | PUB-ID: 2714002Use of automated image analysis to detect changes in megafaunal densities at HAUSGARTEN (79°N west off Svalbard) between 2002 and 2004PUB
Lessmann B, Wang Y, Bergmann M, Kämpfe T, Nattkemper TW (2007)
Presented at the EMBS - 42nd European Marine Biology Symposium, Kiel, Germany. -
2007 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2714021Breast Tumor Classification and Visualization with Machine-Learning ApproachesPUB
Nattkemper TW, Degenhard A, Twellmann T (2007)
In: Cancer Imaging - Lung and breast carcinomas. Hayat MA (Ed); , 1. Amsterdam : Academic Press: 309-321. -
2007 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2714040Neural Network Approach for Mass Spectrometry Prediction by Peptide PrototypingPUB | DOI
Scherbart A, Timm W, Boecker S, Nattkemper TW (2007)
In: Artificial Neural Networks – ICANN 2007 - 17th International Conference, Porto, Portugal, September 9-13, 2007, Proceedings, Part II. Sá de JM (Ed); Lecture Notes in Computer Science, 4669. Berlin: Springer: 90-99. -
2007 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2714032Multiscale Analysis of MR Mammography DataPUB | DOI | WoS | PubMed | Europe PMC
Lessmann B, Nattkemper TW, Kessar P, Pointon L, Khazen M, Leach MO, Degenhard A (2007)
Zeitschrift für Medizinische Physik (german journal of medical physics) 17(3): 166-171. -
2007 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 1593120An 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 learningPUB | DOI | WoS | PubMed | Europe PMC
Wei N, You J, Friehs K, Flaschel E, Nattkemper TW (2007)
Biotechnology and Bioengineering 97(6): 1489-1500. -
2007 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 1595739In situ dark field microscopy for on-line monitoring of yeast culturesPUB | DOI | WoS | PubMed | Europe PMC
Wei N, You J, Friehs K, Flaschel E, Nattkemper TW (2007)
BIOTECHNOLOGY LETTERS 29(3): 373-378. -
2007 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 1630749A method for linking computed image features to histological semantics in neuropathologyPUB | DOI | WoS | PubMed | Europe PMC
Lessmann B, Nattkemper TW, Hans VH, Degenhard A (2007)
Journal of Biomedical Informatics 40(6): 631-641. -
2007 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 1783345
GISMO - gene identification using a support vector machine for ORF classificationPUB | PDF | DOI | WoS | PubMed | Europe PMC
Krause L, McHardy AC, Nattkemper TW, Pühler A, Stoye J, Meyer F (2007)
Nucleic Acids Research 35(2): 540-549. -
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2006 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2714075REEFSOM - A Metaphoric Data Display for Exploratory Data Mining : journal of new media in neural and cognitive science and educationPUB | Download (ext.)
Deters grosse H, Timm W, Nattkemper TW (2006)
Brains, Minds and Media 2(bmm305). -
2006 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2374232Visual Exploration of Pathology Images by a Discrete Wavelet Transform Preprocessed Locally Linear Embedding.PUB | Download (ext.)
Varini C, Lessmann B, Degenhard A, Hans VH, Nattkemper TW (2006)
In: Bildverarbeitung für die Medizin. Handels H, Ehrhardt J, Horsch A, Meinzer H-P, Tolxdorff T, Gesellschaft für Informatik (Eds); Informatik aktuell. Berlin : Springer: 66-70. -
2006 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2714148Visualizations of Suspicious Lesions in Breast MRI Based on Intelligent Neural SystemsPUB | DOI
Twellmann T, Lange O, Nattkemper TW, Meyer A (2006)
In: Intelligent Computing: Theory and Applications IV. Proceedings of SPIE, 6229. San Diego, CA: SPIE. -
2006 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2374254Content Based Image Retrieval for Dynamic Time Series DataPUB
Lessmann B, Nattkemper TW, Huth J, Loyek C, Kessar P, Khazen M, Pointon L, Leach MO, Degenhard A (2006)
In: Proceedings of BVM. 61-65. -
2006 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2374494Peak intensity prediction for pmf mass spectra using support vector regressionPUB | DOI
Timm W, Böcker S, Twellmann T, Nattkemper TW (2006)
In: Proc. of the 7th International FLINS Conference on Applied Artificial Intelligence. WORLD SCIENTIFIC: 565-572. -
2006 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2714060Feature space exploration of pathology images using Content-Based Database VisualizationPUB | DOI
Lessmann B, Hans V, Degenhard A, Nattkemper TW (2006)
In: Medical Imaging 2006: Image Processing. Proceedings of SPIE, 6144. San Diego, CA: SPIE. -
2006 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2714065Histologic Characterization of DCE-MRI Tumors with Dimensional Data ReductionPUB | DOI
Varini C, Degenhard A, Nattkemper TW (2006)
In: Medical Imaging 2006: Image Processing. Proceedings of SPIE, 6144. San Diego, CA: SPIE. -
2006 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 1600329A rapid reporter system using GFP as a reporter protein for identification and screening of synthetic stationary-phase promoters in Escherichia coliPUB | DOI | WoS | PubMed | Europe PMC
Miksch G, Bettenworth F, Friehs K, Flaschel E, Saalbach A, Nattkemper TW (2006)
APPLIED MICROBIOLOGY AND BIOTECHNOLOGY 70(2): 229-236. -
2006 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 1597259Fusing biomedical multi-modal data for exploratory data analysisPUB | DOI | WoS
Martin C, Deters H grosse, Nattkemper TW (2006)
In: ARTIFICIAL NEURAL NETWORKS - ICANN 2006, PT 2. Kollias S (Ed); , 4132. Berlin, Heidelberg: SPRINGER-VERLAG BERLIN: 798-807. -
2006 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 1598838Construction of a large signature-tagged mini-Tn5 transposon library and its application to mutagenesis of Sinorhizobium melilotiPUB | DOI | WoS | PubMed | Europe PMC
Pobigaylo N, Wetter D, Szymczak S, Schiller U, Kurtz S, Meyer F, Nattkemper TW, Becker A (2006)
APPLIED AND ENVIRONMENTAL MICROBIOLOGY 72(6): 4329-4337. -
2006 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 1596731Visual exploratory analysis of DCE-MRI data in breast cancer by dimensional data reduction: A comparative studyPUB | DOI | WoS
Varini C, Degenhard A, Nattkemper TW (2006)
BIOMEDICAL SIGNAL PROCESSING AND CONTROL 1(1): 56-63. -
2006 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 1598535ISOLLE: LLE with geodesic distancePUB | DOI | WoS
Varini C, Degenhard A, Nattkemper TW (2006)
NEUROCOMPUTING 69(13-15): 1768-1771. -
2005 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 1603560Evaluation of radiological features for breast tumour classification in clinical screening with machine learning methodsPUB | DOI | WoS | PubMed | Europe PMC
Nattkemper TW, Arnrich B, Lichte O, Timm W, Degenhard A, Pointon L, Hayes C, Leach MO (2005)
ARTIFICIAL INTELLIGENCE IN MEDICINE 34(2): 129-139. -
2005 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2714153Clustering approach for wavelet transformed MR image dataPUB
Lessmann B, Nattkemper TW, Degenhard A, Pointon L, Kessar P, Khazen M, Leach MO (2005)
In: Proceedings of the 14th International Conference of Medical Physics. 1412. -
2005 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2714331Spectral Clustering for Data Categorization based on Self-Organizing MapsPUB
Saalbach A, Twellmann T, Nattkemper TW (2005)
In: Applications of Neural Networks and Machine Learning in Image Processing IX. Nasser M. N (Ed); , 5673. San Jose, CA: 12-18. -
2005 | Monographie | PUB-ID: 2714309An Online Monitoring System for the Screening of Stationary-Phase Promoters in E. Coli using GFP as a Reporter ProteinPUB
Bettenworth F, Miksch G, Fries K, Flaschel E, Saalbach A, Eickmeyer J, Nattkemper TW (2005) . -
2005 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2374546A hyperbolic topographic mapping for proximity dataPUB
Saalbach A, Twellmann T, Nattkemper TW, Wismüller A, Ontrup J, Ritter H (2005)
In: Proc. of the IASTED International Conference of Artificial Intelligence and Applications., 2005. 106-111. -
2005 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2374666An Adaptive Colour Scale for Comparison of Pseudo Colouring Techniques for DCE-MRI DataPUB
Twellmann T, Lichte O, Saalbach A, Wismüller A, Nattkemper TW (2005)
Presented at the Workshop für Bildverarbeiteung für die Medzin. -
2005 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2714263An Adaptive Tissue Characterisation Network for Model-Free Visualisation of Dynamic Contrast-Enhanced Magnetic Resonance Image DataPUB | DOI | WoS | PubMed | Europe PMC
Twellmann T, Lichte O, Nattkemper TW (2005)
IEEE Transactions on Medical Imaging 24(10): 1256-1266. -
2005 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2714340Tumour feature analysis with unsupervised machine learningPUB | DOI | WoS | PubMed | Europe PMC
Nattkemper TW, Wismüller A (2005)
Medical Image Analysis 9(4): 344-351. -
2005 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2374187Image fusion based on topographic mappings using the hyperbolic spacePUB | DOI
Saalbach A, Ontrup J, Ritter H, Nattkemper TW (2005)
Information Visualization 4(4): 266-275. -
2005 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 1603030Tumor feature visualization with unsupervised learningPUB | DOI | WoS | PubMed | Europe PMC
Nattkemper TW, Wismuller A (2005)
MEDICAL IMAGE ANALYSIS 9(4): 344-351. -
2005 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 1946602Reagent-free automatic cell viability determination using neural networks based machine vision and dark-field microscopy in Saccharomyces cerevisiaePUB | DOI | PubMed | Europe PMC
Wei N, Flaschel E, Saalbach A, Twellmann T, Nattkemper TW (2005)
Conf Proc IEEE Eng Med Biol Soc 6: 6305-6308. -
2005 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 1602344Machine learning approaches for phenotype-genotype mapping: predicting heterozygous mutations in the CYP21B gene from steroid profilesPUB | DOI | WoS | PubMed | Europe PMC
Prank K, Schulze E, Eckert O, Nattkemper TW, Bettendorf M, Maser-Gluth C, Sejnowski TJ, Grote A, Penner E, von zur Muhlen A, Brabant G (2005)
EUROPEAN JOURNAL OF ENDOCRINOLOGY 153(2): 301-305. -
2005 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 1601519ISOLLE: Locally linear embedding with geodesic distancePUB | DOI | WoS
Varini C, Degenhard A, Nattkemper TW (2005)
In: KNOWLEDGE DISCOVERY IN DATABASES: PKDD 2005. Jorge A (Ed); Lecture notes in computer science ; 3721 : Lecture notes in artificial intelligence, 3721. Berlin, Heidelberg: SPRINGER-VERLAG BERLIN: 331-342. -
2005 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 1601848Libraries of synthetic stationary-phase and stress promoters as a tool for fine-tuning of expression of recombinant proteins in Escherichia coliPUB | DOI | WoS | PubMed | Europe PMC
Miksch G, Bettenworth F, Friehs K, Flaschel E, Saalbach A, Twellmann T, Nattkemper TW (2005)
In: Journal of Biotechnology. JOURNAL OF BIOTECHNOLOGY, 120(1). ELSEVIER SCIENCE BV: 25-37. -
2005 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 1601906SOM-based wavelet filtering for the exploration of medical imagesPUB | DOI | WoS
Lessmann B, Degenhard A, Kessar P, Pointon L, Khazen M, Leach MO, Nattkemper TW (2005)
In: ARTIFICIAL NEURAL NETWORKS: BIOLOGICAL INSPIRATIONS - ICANN 2005, PT 1, PROCEEDINGS. Duch W (Ed); Lecture notes in computer science, 3696. Berlin, Heidelberg: SPRINGER-VERLAG BERLIN: 671-676. -
2005 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 1602177An adaptive tissue characterization network for model-free visualization of dynamic contrast-enhanced magnetic resonance image dataPUB | DOI | WoS | PubMed | Europe PMC
Twellmann T, Lichte O, Nattkemper TW (2005)
IEEE TRANSACTIONS ON MEDICAL IMAGING 24(10): 1256-1266. -
2004 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 1666510
Image fusion for dynamic contrast enhanced magnetic resonance imagingPUB | PDF | DOI | WoS | PubMed | Europe PMC
Twellmann T, Saalbach A, Gerstung O, Leach MO, Nattkemper TW (2004)
Biomed Eng Online 3(1): 35. -
2004 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 1946892Automatic segmentation of digital micrographs: a surveyPUB | PubMed | Europe PMC
Nattkemper TW (2004)
Stud Health Technol Inform 107(Pt 2): 847-851. -
2004 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 1946838Detection of suspicious lesions in dynamic contrast enhanced MRI dataPUB | PubMed | Europe PMC
Twellmann T, Saalbach A, Müller C, Nattkemper TW, Wismuller A (2004)
The 26th Annual International Conference of the IEEE Engineering in Medicine and Biology Society 1: 454-457. -
2004 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2714397AQUISAR: Image Retrieval in Underwater Webcam ImagesPUB
Kämpfe T, Nattkemper TW, Ritter H (2004)
In: WIAMIS 2004 : 5th International Workshop on Image Analysis for Multimedia Interactive Services. Lisboa, Portugal. -
2004 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2714346Wavelet features for improved tumour detection in DCE-MRIPUB
Lessmann B, Twellmann T, Degenhard A, Nattkemper TW, Leach MO (2004)
In: Proceedings of Medical Image Understanding and Analysis (MIUA). Rueckert D, Hajnal J, Yang G-Z (Eds); London, UK: BMVA: 93-96. -
2004 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2714369Breast MRI data analysis by LLEPUB | DOI
Varini C, Nattkemper TW, Degenhard A, Wismüller A (2004)
In: Proceedings of International Joint Conference on Neural Networks., 3. Montreal, Canada: IEEE: 2449-2554. -
2004 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2714465Multivariate image analysis in biomedicine: a methodological reviewPUB
Nattkemper TW (2004)
Journal of Biomedical Informatics 37(5): 380-391. -
2004 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2714382Visualization of Multivariate Image Data using Image Fusion and Perceptually Optimized Color Scales based on sRGBPUB | DOI
Saalbach A, Twellmann T, Nattkemper TW, White MJ, Khazen M, Leach MO (2004)
In: Medical Imaging 2004: Visualization, Image-Guided Procedures, and Display. Robert L. Galloway J (Ed); Proceedings of SPIE, 5367. San Diego, CA: SPIE. -
2004 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2375262Visualisation of Breast Tumour DCE-MRI Data using LLEPUB
Varini C, Nattkemper TW, Degenhard A, Wismüller A (2004)
In: Proc. Medical Image Understanding and Analysis (MIUA). BMVA: 97-100. -
2004 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 1606041Multivariate image analysis in biomedicinePUB | DOI | WoS | PubMed | Europe PMC
Nattkemper TW (2004)
JOURNAL OF BIOMEDICAL INFORMATICS 37(5): 380-391. -
2004 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2017550
A Hybrid System for Cell Detection in Digital MicrographsPUB | PDF
Nattkemper TW, Schubert W, Hermann T, Ritter H (2004)
In: Biomedical Engineering, Proc. Tilg B (Ed); , 417. Innsbruck, Austria: ACTA Press. -
2003 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2017545
Look & Listen: Sonification and Visualization of Multiparameter MicrographsPUB | PDF
Nattkemper TW, Hermann T, Schubert W, Ritter H (2003)
In: Engineering in Medicine and Biology Society. Proceedings of the 25th Annual International Conference of the IEEE., 2. Cancun, Mexico: IEEE: 1311-1314. -
2003 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2714487Artificial Neural Networks Machine Learning Approaches for Multivariate Image AnalysisPUB
Twellmann T, Saalbach A, Nattkemper TW, Ritter H (2003)
In: Proceedings Linking mathematical and biological models in cancer research. Magdeburg. -
2003 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2714496A MeSH Term based Distance Measure for Document Retrieval and Labeling AssistancePUB
Ontrup J, Nattkemper TW, Gerstung O, Ritter H (2003)
In: Proc. of EMBC2003. Cancun, Mexico: IEEE EMBS. -
2003 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 1612741Human vs. machine: evaluation of fluorescence micrographsPUB | DOI | Download (ext.) | WoS | PubMed | Europe PMC
Nattkemper TW, Twellmann T, Ritter H, Schubert W (2003)
Computers in Biology and Medicine 33(1): 31-43. -
2002 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 1613503A neural network architecture for automatic segmentation of fluorescence micrographsPUB | DOI | WoS
Nattkemper TW, Wersing H, Schubert W, Ritter H (2002)
In: Neurocomputing. NEUROCOMPUTING, 48(1-4). ELSEVIER SCIENCE BV: 357-367. -
2002 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 1886441Automatic recognition of muscle invasive T-lymphocytes expressing dipeptidyl-peptidase IV (CD26) and analysis of the associated cell surface phenotypesPUB | DOI
Schubert W, Friedenberger M, Haars R, Bode M, Philipsen L, Nattkemper TW, Ritter H (2002)
Journal of Theoretical Medicine 4(1): 67-74. -
2001 | Datenpublikation | PUB-ID: 2763993
Multi-Channel Image Data Analysis using SonificationPUB | Dateien verfügbar | DOI
Hermann T, Nattkemper TW (2001)
Bielefeld University. -
2001 | Bielefelder E-Dissertation | PUB-ID: 2304068
A neural network-based system for high throughput fluorescence micrograph evaluationPUB | Dateien verfügbar
Nattkemper TW (2001)
Bielefeld (Germany): Bielefeld University. -
2001 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2375220Cell Detection in Micrographs of Tissue Sections Using Support Vector MachinesPUB
Twellmann T, Nattkemper TW, Schubert W, Ritter H (2001)
In: Proc. of. ICANN 2001 Workshop on Kernel and Subspace Methods for Computer Vision. -
2001 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 1617028A neural classifier enabling high-throughput topological analysis of lymphocytes in tissue sectionsPUB | DOI | WoS | PubMed | Europe PMC
Nattkemper TW, Ritter H, Schubert W (2001)
IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE 5(2): 138-149. -
2001 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 1886493Combining Independent Component Analysis and Self-organizing Maps for Cell Image ClassificationPUB
Kämpfe T, Nattkemper TW, Ritter H (2001)
In: Pattern Recognition. Radig B, Florczyk S (Eds); LNCS, 2191. Berlin: Springer: 262-268. -
2000 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2017374
Sonification of Multi-Channel Image DataPUB | PDF
Hermann T, Nattkemper TW, Schubert W, Ritter H (2000)
In: Proc. of the Mathematical and Engineering Techniques in Medical and Biological Sciences. Falavar V (Ed); Las Vegas: CSREA Press: 745-750. -
2000 | Datenpublikation | PUB-ID: 2701103
Supplementary Material for "Sonification of Multi-Channel Image Data"PUB | Dateien verfügbar | DOI
Hermann T, Nattkemper TW, Ritter H (2000)
Bielefeld University. -
2000 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2375211A Neural Network Architecture for Automatic Segmentation of Fluorescence MicrographsPUB
Nattkemper TW, Wersing H, Schubert W, Ritter H (2000)
In: Proc. of the 8th Europ. Symp. on Art. Neur. Netw. (ESANN). Verleysen M (Ed); . -
2000 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2374799Fluorescence Micrograph Segmentation by Gestalt-Based Feature BindingPUB
Nattkemper TW, Wersing H, Schubert W, Ritter H (2000)
In: Proc. of the Int. Joint Conf. on Neur. Netw. (IJCNN)., 1. Como, Italy: 248-254. -
2000 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2714744Automatic Evaluation of Multi-Parameter Fluorescence Micrographs with a Neural Network ArchitecturePUB
Nattkemper TW, Wersing H, Schubert W, Ritter H (2000)
In: Proceedings of the International Conference on Mathematics and Engineering Techniques in Medicine and Biological Sciences, METMBS '00., 2. Las Vegas, USA: 739-744. -
1999 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2374786Extracting Patterns of Lymphocyte Fluorescence from Digital Microscope ImagesPUB
Nattkemper TW, Ritter H, Schubert W (1999)
In: Intelligent Data Analysis in Medicine and Pharmacology (IDAMAP 99), Workshop Notes. AMIA 1999, Washington DC: 79-88. -
1998 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2714985Farbe und Symmetrie für die datengetriebene Generierung prägnanter FokuspunktePUB
Heidemann G, Nattkemper TW, Ritter H (1998)
In: 4. Workshop Farbbildverarbeitung. Rehrmann V (Ed); Koblenzer Schriften zur Informatik, 9. Koblenz: Fölbach: 65-71. -
1996 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2715168Blicksteuerung durch präattentive FokussierungspunktePUB
Heidemann G, Nattkemper TW, Menkhaus G, Ritter H (1996)
In: Aktives Sehen in technischen und biologischen Systemen : Beiträge zum Workshop der GI-Fachgruppe 1.0.4 Bildverstehen, 3. und 4. Dezember 1996, Hamburg. Mertsching B (Ed); Proceedings in artificial intelligence, 4. Sankt Augustin: Infix: 109-116.