• Beteiligung an „Cells in Motion“

    • Forschungsinteressen: image analysis, pattern recognition, machine learning
    • Vorstandsmitglied des Graduiertenprogramms CiM-IMPRS

  • News & Themen

  • Patente im Forschungsschwerpunkt „Zelldynamik und Bildgebung“

    • Jiang X, Klämbt C, Risse B, Valkov D. Verfahren und Vorrichtung zur Erfassung wenigsten eines Tieres. DE 102012016122; 20/02/2014.
    • Tenbrinck D, Stypmann J, Jiang X. Method and system for image segmentation. EP 2645329; 02/10/2013.

  • Publikationen im Forschungsschwerpunkt „Zelldynamik und Bildgebung“

    2023

    Eilers F, Jiang X. Building Blocks for a Complex-Valued Transformer Architecture. ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2023: 1-5. Abstract

    2022

    Drees D, Eilers F, Jiang X. Hierarchical Random Walker Segmentation for Large Volumetric Biomedical Images. IEEE Trans Image Process 2022;31: 4431-4446. Abstract
    Nienkotter A, Jiang X. Kernel-Based Generalized Median Computation for Consensus Learning. IEEE Trans Pattern Anal Mach Intell 2022;PpAbstract

    2021

    Bian A, Jiang X, Berh D, Risse B. Resolving Colliding Larvae by Fitting ASM to Random Walker-Based Pre-Segmentations. IEEE/ACM Trans Comput Biol Bioinform 2021;18: 1184-1194. Abstract
    Drees D, Scherzinger A, Hagerling R, Kiefer F, Jiang X. Scalable robust graph and feature extraction for arbitrary vessel networks in large volumetric datasets. BMC Bioinformatics 2021;22: 346. Abstract
    Kirschnick N, Drees D, Redder E, Erapaneedi R, Pereira da Graca A, Schafers M, Jiang X, Kiefer F. Rapid methods for the evaluation of fluorescent reporters in tissue clearing and the segmentation of large vascular structures. iScience 2021;24: 102650. Abstract

    2019

    Drees D, Scherzinger A, Jiang X. GERoMe-a Method for Evaluating Stability of Graph Extraction Algorithms Without Ground Truth. IEEE Access 2019;7: 21744-21755. Abstract
    Michels T, Berh D, Jiang X. An RJMCMC-Based Method for Tracking and Resolving Collisions of Drosophila Larvae. IEEE/ACM Trans Comput Biol Bioinform 2019;16: 465 - 474. Abstract

    2018

    Berh D, Scherzinger A, Otto N, Jiang X, Klambt C, Risse B. Automatic non-invasive heartbeat quantification of Drosophila pupae. Comput Biol Med 2018;93: 189-199. Abstract
    Frohwein LJ, Hess M, Schlicher D, Bolwin K, Büther F, Jiang X, Schäfers KP. PET attenuation correction for flexible MRI surface coils in hybrid PET/MRI using a 3D depth camera. Phys Med Biol 2018;63: 025033. Abstract
    Otto N, Marelja Z, Schoofs A, Kranenburg H, Bittern J, Yildirim K, Berh D, Bethke M, Thomas S, Rode S, Risse B, Jiang X, Pankratz M, Leimkuhler S, Klambt C. The sulfite oxidase Shopper controls neuronal activity by regulating glutamate homeostasis in Drosophila ensheathing glia. Nat Commun 2018;9: 3514. Abstract
    Scherzinger A, Hugenroth P, Rüder M, Bogdan S, Jiang X. Multi-class Cell Segmentation Using CNNs with F1-measure Loss Function. In: Proc. of 40th German Conference on Pattern Recognition (GCPR) 2018;Springer, Cham: 434-446. Abstract

    2017

    Almeida-Carvalho MJ, Berh D, Braun A, Chen Y-C, Eichler K, Eschbach C, Fritsch PMJ, Gerber B, Hoyer N, Jiang X, Kleber J, Klambt C, Konig C, Louis M, Michels B, Miroschnikow A, Mirth C, Miura D, Niewalda T, Otto N, Paisios E, Pankratz MJ, Petersen M, Ramsperger N, Randel N, Risse B, Saumweber T, Schlegel P, Schleyer M, Soba P, Sprecher SG, Tanimura T, Thum AS, Toshima N, Truman JW, Yarali A, Zlatic M. The Ol1mpiad: concordance of behavioural faculties of stage 1 and stage 3 Drosophila larvae. J Exp Biol 2017;220: 2452-2475. Abstract
    Berh D, Risse B, Michels T, Otto N, Jiang X, Klambt C. An FIM-Based Long-Term In-Vial Monitoring System for Drosophila Larvae. IEEE Trans. Biomed. Eng. 2017;64: 1862-1874. Abstract
    Bian A, Scherzinger A, Jiang X. An enhanced multi-label random walk for biomedical image segmentation using statistical seed generation. In: Blanc-Talon et al. (Eds.): ACIVS 2017, LNCS 10617 2017;Springer, Cham: 748–760. Abstract
    Hagerling R, Drees D, Scherzinger A, Dierkes C, Martin-Almedina S, Butz S, Gordon K, Schafers M, Hinrichs K, Ostergaard P, Vestweber D, Goerge T, Mansour S, Jiang X, Mortimer PS, Kiefer F. VIPAR, a quantitative approach to 3D histopathology applied to lymphatic malformations. JCI Insight 2017;2: e93424. Abstract
    Risse B, Berh D, Otto N, Klambt C, Jiang X. FIMTrack: An open source tracking and locomotion analysis software for small animals. PLoS Comput Biol 2017;13: e1005530. Abstract
    Risse B, Otto N, Berh D, Jiang X, Kiel M, Klambt C. FIM2c : A Multi-Colour, Multi-Purpose Imaging System to Manipulate and Analyse Animal Behaviour. IEEE Trans Biomed Eng 2017;64: 610-620. Abstract
    Scherzinger A, Klemm S, Berh D, Jiang X. CNN-based background subtraction for long-term in-vial FIM imaging. In: Felsberg et al. (Eds.): Computer Analysis of Images and Patterns. CAIP 2017. LNCS 10424 2017;Springer, Cham: 359–371. Abstract
    Seifert R, Scherzinger A, Kiefer F, Hermann S, Jiang X, Schafers MA. Statistical Permutation-based Artery Mapping (SPAM): a novel approach to evaluate imaging signals in the vessel wall. BMC Med Imaging 2017;17: 36. Abstract

    2016

    Bian A, Jiang X. Statistical Modeling Based Adaptive Parameter Setting for Random Walk Segmentation. Lect Notes Comput Sc 2016;10016: 698-710. Abstract
    Otto N, Risse B, Berh D, Bittern J, Jiang X, Klambt C. Interactions among Drosophila larvae before and during collision. Sci Rep 2016;6: 31564. Abstract

    2015

    Jiang X, Percannella G, Vento M. A Verification-Based Multithreshold Probing Approach to HEp-2 Cell Segmentation. Lect Notes Comput Sc 2015;9257: 266-276. Abstract
    Risse B, Berh D, Otto N, Jiang X, Klambt C. Quantifying subtle locomotion phenotypes of Drosophila larvae using internal structures based on FIM images. Comput Biol Med 2015;63: 269-276. Abstract
    Schmid S, Jiang X, Schafers K. Puzzle Approach to Pose Tracking of a Rigid Object in a Multi Camera System. Lect Notes Comput Sc 2015;9256: 337-349. Abstract
    Seebach J, Taha AA, Lenk J, Lindemann N, Jiang X, Brinkmann K, Bogdan S, Schnittler H-J. The CellBorderTracker, a novel tool to quantitatively analyze spatiotemporal endothelial junction dynamics at the subcellular level. Histochem Cell Biol 2015;144: 517-532. Abstract
    Tenbrinck D, Jiang X. Image segmentation with arbitrary noise models by solving minimal surface problems. Pattern Recognition 2015;48: 3293-3309. Abstract
    Wu Z, Jiang X, Zheng N, Cheng D. Efficient block-wise temporally consistent contour,extraction in image sequences. Neurocomputing 2015;152: 127-138. Abstract
    Wu Z, Jiang X, Zheng N, Liu Y, Cheng D. Exact solution to median surface problem using 3D graph search and application to parameter space exploration. Pattern Recognition 2015;48: 380-390. Abstract

    2014

    Lammel U, Bechtold M, Risse B, Berh D, Fleige A, Bunse I, Jiang X, Klambt C, Bogdan S. The Drosophila FHOD1-like formin Knittrig acts through Rok to promote stress fiber formation and directed macrophage migration during the cellular immune response. Development 2014;141: 1366-1380. Abstract
    Risse B, Otto N, Berh D, Jiang X, Klambt C. FIM imaging and FIMtrack: two new tools allowing high-throughput and cost effective locomotion analysis. J Vis Exp 2014: e52207. Abstract
    Ungru K, Tenbrinck D, Jiang X, Stypmann J. Automatic classification of left ventricular wall segments in small animal ultrasound imaging. Comput Methods Programs Biomed 2014;117: 2-12. Abstract

    2013

    Dawood M, Gigengack F, Jiang X, Schäfers KP. A mass conservation-based optical flow method for cardiac motion correction in 3D-PET. Med Phys 2013;40: 012505. Abstract
    Fieseler M, Kugel H, Gigengack F, Kösters T, Büther F, Quick HH, Faber C, Jiang X, Schäfers KP. A dynamic thorax phantom for the assessment of cardiac and respiratory motion correction in PET/MRI: A preliminary evaluation. Nucl Instrum Methods Phys Res A 2013;702: 59-63. Abstract
    Gigengack F, Ruthotto L, Jiang X, Modersitzki J, Burger M, Hermann S, Schäfers KP. Atlas-Based Whole-Body PET-CT Segmentation using a Passive Contour Distance. Lect Notes Comput Sc 2013;7766: 82-92. Abstract
    Jiang X, Dawood M, Gigengack F, Risse B, Schmid S, Tenbrinck D, Schäfers K. Biomedical imaging: A computer vision perspective. Lect Notes Comput Sc 2013;8047: 1-19. Abstract
    Jiang X, Tenbrinck D. Region based contour detection by dynamic programming. Lect Notes Comput Sc 2013;8048: 152-159. Abstract
    Risse B, Thomas S, Otto N, Lopmeier T, Valkov D, Jiang X, Klambt C. FIM, a novel FTIR-based imaging method for high throughput locomotion analysis. PLoS One 2013;8: e53963. Abstract
    Sander M, Squarr AJ, Risse B, Jiang X, Bogdan S. Drosophila pupal macrophages--a versatile tool for combined ex vivo and in vivo imaging of actin dynamics at high resolution. Eur J Cell Biol 2013;92: 349-354. Abstract
    Sawatzky A, Tenbrinck D, Jiang X, Burger M. A Variational Framework for Region-Based Segmentation Incorporating Physical Noise Models. J Math Imaging Vision 2013;47(3): 179-209. Abstract
    Schmid S, Jiang X, Schäfers K. High-precision lens distortion correction using smoothed thin plate splines. Lect Notes Comput Sc 2013;8048: 432-439. Abstract
    Tenbrinck D, Jiang X. Discriminant Analysis based Level Set Segmentation for Ultrasound Imaging. Lect Notes Comput Sc 2013;8048: 144-151. Abstract
    Tenbrinck D, Schmid S, Jiang X, Schäfers K, Stypmann J. Histogram-based Optical Flow for Motion Estimation in Ultrasound Imaging. J Math Imaging Vision 2013;47(1): 138-150.