45 results on '"Greving, I."'
Search Results
2. Machine Learning for Solving Inverse Problems in X-Ray Imaging and Laser-Plasma Interactions
- Author
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(0000-0002-4166-9507) Aguilar, R. A., Rustamov, J., Thiessenhusen, E., Zhang, Y., Willmann, A., Checkervarty, A., Dora, J., Greving, I., Hagemann, J., (0000-0003-1184-2097) Huang, L., Lopes Marinho, A., Osenberg, M., Zeller-Plumhoff, B., (0000-0002-8029-5755) Bachmann, M., (0000-0003-0390-7671) Schramm, U., (0000-0002-5845-000X) Cowan, T., (0000-0003-1761-2591) Kelling, J., (0000-0002-4166-9507) Aguilar, R. A., Rustamov, J., Thiessenhusen, E., Zhang, Y., Willmann, A., Checkervarty, A., Dora, J., Greving, I., Hagemann, J., (0000-0003-1184-2097) Huang, L., Lopes Marinho, A., Osenberg, M., Zeller-Plumhoff, B., (0000-0002-8029-5755) Bachmann, M., (0000-0003-0390-7671) Schramm, U., (0000-0002-5845-000X) Cowan, T., and (0000-0003-1761-2591) Kelling, J.
- Abstract
Many inverse problems in physics are particularly challenging due to their ill-posed nature and high complexity. We tackle these challenges using physics-informed machine learning (ML) algorithms, invertible neural networks (INNs), and likelihood-based generative models, including conditional normalizing flows (cNFs). First, the physics-informed ML incorporates physical models into neural networks (NNs) to address the challenge of limited experimental ground-truth datasets. For instance, in phase retrieval for X-ray holography, integrating the physics of image formation or wave propagation into calculating the loss function allows for automatic optimization to produce the desired solution. Second, cNFs enable us to learn the full distribution of target parameters, capturing all possible solutions. This contrasts with classical neural networks and conventional algorithms, which often struggle with undetermined inverse problems, leading to ambiguities by predicting only a single or an average solution. In X-Ray and Neutron Reflectometry (XRR and NR), this helps distinguish between different thin film parameter sets that produce identical reflectivity curves caused by limited phase information. We demonstrate, that our approaches successfully integrate ML to guide experimental design, optimize parameters, and enhance solutions for inverse problems, with applications in laser-plasma interactions, X-ray imaging, and related techniques. This highlights the potential of ML to advance research and overcome limitations in complex physical simulations and experiments.
- Published
- 2024
3. Phase retrieval by a conditional Wavelet Flow: applications to near-field X-ray holography
- Author
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(0000-0002-4166-9507) Aguilar, R. A., Zhang, Y., Willmann, A., Thiessenhusen, E., Dora, J., Greving, I., Hagemann, J., Lopes, A., Osenberg, M., Zeller-Plumhoff, B., Hoffmann, N., (0000-0002-8258-3881) Bussmann, M., (0000-0003-0390-7671) Schramm, U., (0000-0002-5845-000X) Cowan, T., (0000-0003-1761-2591) Kelling, J., (0000-0002-4166-9507) Aguilar, R. A., Zhang, Y., Willmann, A., Thiessenhusen, E., Dora, J., Greving, I., Hagemann, J., Lopes, A., Osenberg, M., Zeller-Plumhoff, B., Hoffmann, N., (0000-0002-8258-3881) Bussmann, M., (0000-0003-0390-7671) Schramm, U., (0000-0002-5845-000X) Cowan, T., and (0000-0003-1761-2591) Kelling, J.
- Abstract
Phase retrieval is an ill-posed inverse problem with several applications in the fields of medical imaging and materials science. Conventional phase retrieval algorithms either simplify the problem by assuming certain object properties and optical propagation regimes or tuning a large number of free parameters. While the latter most often leads to good solutions for a wider application range, it is still a time-consuming process, even for experienced users. One way to circumvent this is by introducing a self-optimizing machine learning- based algorithm. Basing this on invertible networks such as normalising flows ensures good inversion, effi- cient sampling, and fast probability density estimation for large images and generally, complex-valued dis- tributions. Here, complex wavefield datasets are trained and tested on a normalising flows-based machine learning model for phase retrieval called conditional Wavelet Flow (cWF) and benchmarked against other conventional algorithms and baseline models. The cWF algorithm adds a conditioning network on top of the Wavelet Flow algorithm that is able to model the conditional data distribution of high resolution images of up to 1024 x 1024 pixels, which was not possible in other flow-based models. Additionally, cWF takes advantage of the parallelized training of different image resolutions, allowing for more efficient and fast training of large datasets. The trained algorithm is then applied to X-ray holography data wherein fast and high-quality image reconstruction is made possible.
- Published
- 2024
4. 3D Spatial Distribution of Nanoparticles in Mice Brain Metastases by X-ray Phase-Contrast Tomography
- Author
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Longo, E, Sancey, L, Cedola, A, Barbier, E, Bravin, A, Brun, F, Bukreeva, I, Fratini, M, Massimi, L, Greving, I, Le Duc, G, Tillement, O, De La Rochefoucauld, O, Zeitoun, P, Longo E., Sancey L., Cedola A., Barbier E. L., Bravin A., Brun F., Bukreeva I., Fratini M., Massimi L., Greving I., Le Duc G., Tillement O., De La Rochefoucauld O., Zeitoun P., Longo, E, Sancey, L, Cedola, A, Barbier, E, Bravin, A, Brun, F, Bukreeva, I, Fratini, M, Massimi, L, Greving, I, Le Duc, G, Tillement, O, De La Rochefoucauld, O, Zeitoun, P, Longo E., Sancey L., Cedola A., Barbier E. L., Bravin A., Brun F., Bukreeva I., Fratini M., Massimi L., Greving I., Le Duc G., Tillement O., De La Rochefoucauld O., and Zeitoun P.
- Abstract
Characterizing nanoparticles (NPs) distribution in multiple and complex metastases is of fundamental relevance for the development of radiological protocols based on NPs administration. In the literature, there have been advances in monitoring NPs in tissues. However, the lack of 3D information is still an issue. X-ray phase-contrast tomography (XPCT) is a 3D label-free, non-invasive and multi-scale approach allowing imaging anatomical details with high spatial and contrast resolutions. Here an XPCT qualitative study on NPs distribution in a mouse brain model of melanoma metastases injected with gadolinium-based NPs for theranostics is presented. For the first time, XPCT images show the NPs uptake at micrometer resolution over the full brain. Our results revealed a heterogeneous distribution of the NPs inside the melanoma metastases, bridging the gap in spatial resolution between magnetic resonance imaging and histology. Our findings demonstrated that XPCT is a reliable technique for NPs detection and can be considered as an emerging method for the study of NPs distribution in organs.
- Published
- 2021
5. Flexible plenoptic X-ray microscopy
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Longo, E. (Elena), Alj, D. (Domenico), Batenburg, K.J. (Joost), Rochefoucauld, O. (Ombeline) de la, Herzog, C. (Charlotte), Greving, I. (Imke), Li, Y. (Ying), Lyubomirskiy, M. (Mikhail), Falch, K.V. (Ken Vidar), Estrela, P. (Patricia), Flenner, S. (Silja), Viganò, N.R. (Nicola), Fajardo, M. (Marta), Zeitoun, P. (Philippe), Longo, E. (Elena), Alj, D. (Domenico), Batenburg, K.J. (Joost), Rochefoucauld, O. (Ombeline) de la, Herzog, C. (Charlotte), Greving, I. (Imke), Li, Y. (Ying), Lyubomirskiy, M. (Mikhail), Falch, K.V. (Ken Vidar), Estrela, P. (Patricia), Flenner, S. (Silja), Viganò, N.R. (Nicola), Fajardo, M. (Marta), and Zeitoun, P. (Philippe)
- Abstract
X-ray computed tomography (CT) is an invaluable technique for generating three-dimensional (3D) images of inert or living specimens. X-ray CT is used in many scientific, industrial, and societal fields. Compared to conventional 2D X-ray imaging, CT requires longer acquisition times because up to several thousand projections are required for reconstructing a single high-resolution 3D volume. Plenoptic imaging—an emerging technology in visible light field photography—highlights the potential of capturing quasi-3D information with a single exposure. Here, we show the first demonstration of a flexible plenoptic microscope operating with hard X-rays; it is used to computationally reconstruct images at different depths along the optical axis. The experimental results are consistent with the expected axial refocusing, precision, and spatial resolution. Thus, this proof-of-concept experiment opens the horizons to quasi-3D X-ray imaging, without sample rotation, with spatial resolution of a few hundred nanometres.
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- 2022
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6. X-ray Zernike phase contrast tomography: 3D ROI visualization of mm-sized mice organ tissues down to sub-cellular components
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Longo, E., primary, Sancey, L., additional, Flenner, S., additional, Kubec, A., additional, Bonnin, A., additional, David, C., additional, Müller, M., additional, and Greving, I., additional
- Published
- 2020
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7. Pushing the temporal resolution in absorption and Zernike phase contrast nanotomography: Enabling fast in situ experiments
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Flenner, S. (Silja), Storm, M. (Malte), Kubec, A. (Adam), Longo, E. (Elena), Doring, F. (Florian), Pelt, D.M. (Daniël), David, C. (Christian), Muller, M. (Martin), Greving, I. (Imke), Flenner, S. (Silja), Storm, M. (Malte), Kubec, A. (Adam), Longo, E. (Elena), Doring, F. (Florian), Pelt, D.M. (Daniël), David, C. (Christian), Muller, M. (Martin), and Greving, I. (Imke)
- Abstract
Hard X-ray nanotomography enables 3D investigations of a wide range of samples with high resolution (<100 nm) with both synchrotron-based and laboratory-based setups. However, the advantage of synchrotron-based setups is the high flux, enabling time resolution, which cannot be achieved at laboratory sources. Here, the nanotomography setup at the imaging beamline P05 at PETRA III is presented, which offers high time resolution not only in absorption but for the first time also in Zernike phase contrast. Two test samples are used to evaluate the image quality in both contrast modalities based on the quantitative analysis of contrast-to-noise ratio (CNR) and spatial resolution. High-quality scans can be recorded in 15 min and fast scans down to 3 min are also possible without significant loss of image quality. At scan times well below 3 min, the CNR values decrease significantly and classical image-filtering techniques reach their limitation. A machine-learning approach shows promising results, enabling acquisition of a full tomography in only 6 s. Overall, the transmission X-ray microscopy instrument offers high temporal resolution in absorption and Zernike phase contrast, enabling in situ experiments at the beamline.
- Published
- 2020
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8. Photonic materials for high-temperature applications: synthesis and characterization by X-ray ptychographic tomography
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Furlan, K., Larsson, E., Diaz, A., Holler, M., Krekeler, T., Ritter, M., Petrov, A., Eich, M., Blick, R., Schneider, G., Greving, I., Zierold, R., and Janßen, R.
- Subjects
Low-temperature atomic layer deposition ,Photonic materials ,High-temperature applicationsa ,Ptychography X-ray computed tomography ,3D image analysis ,Ingenieurwissenschaften [620] ,ddc:620 - Abstract
Photonic materials for high-temperature applications need to withstand temperatures usually higher than 1000 °C, whilst keeping their function. When exposed to high temperatures, such nanostructured materials are prone to detrimental morphological changes, however the structure evolution pathway of photonic materials and its correlation with the loss of material\'s function is not yet fully understood. Here we use high-resolution ptychographic X-ray computed tomography (PXCT) and scanning electron microscopy (SEM) to investigate the structural changes in mullite inverse opal photonic crystals produced by a very-low-temperature (95 °C) atomic layer deposition (ALD) super-cycle process. The 3D structural changes caused by the high-temperature exposure were quantified and associated with the distinct structural features of the ceramic photonic crystals. Other than observed in photonic crystals produced via powder colloidal suspensions or sol-gel infiltration, at high temperatures of 1400 °C we detected a mass transport direction from the nano pores to the shells. We relate these different structure evolution pathways to the presence of hollow vertexes in our ALD-based inverse opal photonic crystals. Although the periodically ordered structure is distorted after sintering, the mullite inverse opal photonic crystal presents a photonic stopgap even after heat treatment at 1400 °C for 100 h.
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- 2018
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9. Darstellung der räumlichen Chondrozyten-Organisation mit Fluoreszenzmikroskopie und Synchrotron-µCT
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Hofmann, UK, Beutler, KR, Greving, I, Fischer, S, and Rolauffs, B
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Musterbildung ,ddc: 610 ,Fluoreszenzmikroskopie ,Arthrose ,µCT ,610 Medical sciences ,Medicine - Abstract
Fragestellung: Regenerative Gelenkknorpeltherapien können bisher nicht die originale Gewebeform und -Funktion wiederherstellen, und frühe degenerative Veränderungen in der Architektur des hyalinen Gelenkknorpels werden nicht ausreichend verstanden. Humane Chondrozyten an den Gelenkoberflächen[zum vollständigen Text gelangen Sie über die oben angegebene URL], Deutscher Kongress für Orthopädie und Unfallchirurgie (DKOU 2017)
- Published
- 2017
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10. Optimizing illumination for full field imaging at high brilliance hard X-ray synchrotron sources
- Author
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Márkus, O., primary, Greving, I., additional, Kornemann, E., additional, Storm, M., additional, Beckmann, F., additional, Mohr, J., additional, and Last, A., additional
- Published
- 2018
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11. Structural analysis of silk proteins using x–ray and neutron scattering
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Greving, I and Vollrath, F
- Subjects
Biophysics - Abstract
The silk fibres spun by insects and spiders have intrigued scientists for many years. Their mechanical performance is remarkable when one considers that the fibres are spun under ambient conditions from aqueous protein solutions without requiring many of the harsh processing conditions used in the production of man-made fibres. Yet, despite this interest, very little is known about the initial structure of the precursor proteins prior to spinning. One reason for this lies in the difficulty of handling the native proteins without accidental aggregation. Therefore in this thesis a novel sample preparation protocol for native silk is developed and small angle scattering (SAS) techniques are combined with circular dichroism (CD) and atomic force microscopy (AFM) to examine the structure and morphology of the proteins with different mechanical properties and thus biological function in nature. This work highlights the importance of studying native, functional proteins, at close to in vivo conditions, since clear differences in the structure and interaction of native and reconstituted silks can be attributed to the additional processing which reconstituted silks have undergone in order to be solubilised. Indeed native silk proteins are found to be more inherently non-interacting at quite high protein concentrations than reconstituted silk. Upon dilution, inter-chain interactions can be observed by SAS and CD as the protein is driven from its equilibrium conformation. This interaction and the shear-induced assembly of these proteins are also followed by AFM. Interestingly, native silk proteins from spider and silkworms retain a semiflexible conformation in solution. Indeed by comparing the silks from the major and minor ampullate, flagelliform and cylindriform glands of Nephila edulis with the cocoon silk of Bombyx mori silkworms, important insights are gained into how their flexibility suggests similarities in the local environment of the protein chains thereby dictating the hierarchical structure of silk fibres.
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- 2016
12. Miniaturized compound refractive X-ray zoom lens
- Author
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Kornemann, E., primary, Márkus, O., additional, Opolka, A., additional, Zhou, T., additional, Greving, I., additional, Storm, M., additional, Krywka, C., additional, Last, A., additional, and Mohr, J., additional
- Published
- 2017
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13. Nanotomography endstation at the P05 beamline: Status and perspectives
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Greving, I, primary, Ogurreck, M, additional, Marschall, F, additional, Last, A, additional, Wilde, F, additional, Dose, T, additional, Burmester, H, additional, Lottermoser, L, additional, Müller, M, additional, David, C, additional, and Beckmann, F, additional
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- 2017
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14. X-ray Full Field Microscopy at 30 keV
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Marschall, F, primary, Last, A, additional, Simon, M, additional, Kluge, M, additional, Nazmov, V, additional, Vogt, H, additional, Ogurreck, M, additional, Greving, I, additional, and Mohr, J, additional
- Published
- 2014
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15. Gastrocolonic response to feeding and other “reflexes” in patients with complete lesions of the spinal cord
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Lõbbering, U., primary, Greving, I., additional, Monnerjahn, Ch., additional, Rommel, O., additional, May, B., additional, and Enck, P., additional
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- 1998
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16. Asthma and gastroesophageal reflux: The influence of bronchodilator therapy on reflux-associated dyspnea
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Micklefield, G.H., primary, Greving, I., additional, Schött, D., additional, and May, B., additional
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- 1998
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17. Elevated liver enzymes in celiac sprue
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Meister, V., primary, Almus, E., additional, Greving, I., additional, Tromm, A., additional, and May, B., additional
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- 1998
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18. A bihemispheric cortical representation of the anal sphincter on human motor cortex
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Witscher, K., primary, Greving, I., additional, Liepert, J., additional, Tegenthoff, M., additional, and Enck, P., additional
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- 1998
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19. Influence of impaired liver function on bone metabolism
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Greving, I., primary, Meurer, K., additional, Weisser, H., additional, Meister, V., additional, Jannott, J., additional, Pfeiffer, A., additional, Tromm, A., additional, and May, B., additional
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- 1998
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20. Long-term spectrophotometric intestinoesophageal reflux monitoring: Normal values in healthy controls
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Meister, V., primary, Bertz, K., additional, Almus, E., additional, Greving, I., additional, and May, B., additional
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- 1998
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21. Reversibility of severe osteopenia in ulcerative colitis after colectomy
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Tromm, A., primary, Griga, Th., additional, Petit, Ch., additional, Greving, I., additional, Ecker, K.W., additional, and May, B., additional
- Published
- 1998
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22. Anorectal manometry in patients with inflammatory bowel disease
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Micklefield, G.H., primary, Orth, G., additional, Greving, I., additional, and Tromm, A., additional
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- 1998
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23. Gastroesophageal reflux in patients with obstructive sleep apnea syndrome (OSAS)
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Meister, V., primary, Almus, E., additional, Schmalz, O., additional, Orth, M., additional, and Greving, I., additional
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- 1998
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24. Short-term follow-up of mineral bone density in patients with Crohn's disease
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Tromm, A., primary, Petit, Ch., additional, Griga, Th., additional, Greving, I., additional, and May, B., additional
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- 1998
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25. 3D Spatial Distribution of Nanoparticles in Mice Brain Metastases by X-ray Phase-Contrast Tomography
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Longo, Elena, Sancey, Lucie, Cedola, Alessia, Barbier, Emmanuel L., Bravin, Alberto, Brun, Francesco, Bukreeva, Inna, Fratini, Michela, Massimi, Lorenzo, Greving, Imke, Le Duc, Geraldine, Tillement, Olivier, De La Rochefoucauld, Ombeline, Zeitoun, Philippe, Helmholtz-Zentrum Hereon, Laboratoire d'optique appliquée (LOA), École Nationale Supérieure de Techniques Avancées (ENSTA Paris)-École polytechnique (X)-Centre National de la Recherche Scientifique (CNRS), Institute for Advanced Biosciences / Institut pour l'Avancée des Biosciences (Grenoble) (IAB), Centre Hospitalier Universitaire [Grenoble] (CHU)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Etablissement français du sang - Auvergne-Rhône-Alpes (EFS)-Centre National de la Recherche Scientifique (CNRS)-Université Grenoble Alpes (UGA), Consiglio Nazionale delle Ricerche [Roma] (CNR), [GIN] Grenoble Institut des Neurosciences (GIN), Institut National de la Santé et de la Recherche Médicale (INSERM)-Université Grenoble Alpes (UGA), European Synchrotron Radiation Facility (ESRF), P. N. Lebedev Physical Institute of the Russian Academy of Sciences [Moscow] (LPI RAS), Russian Academy of Sciences [Moscow] (RAS), Department of Medical Physics and Biomedical Engineering (UCL), University College of London [London] (UCL), NH TherAguix SA [Meylan], Formation, élaboration de nanomatériaux et cristaux (FENNEC), Institut Lumière Matière [Villeurbanne] (ILM), Université Claude Bernard Lyon 1 (UCBL), Université de Lyon-Université de Lyon-Centre National de la Recherche Scientifique (CNRS)-Université Claude Bernard Lyon 1 (UCBL), Université de Lyon-Université de Lyon-Centre National de la Recherche Scientifique (CNRS), Imagine Optic, ANR-11-INBS-0006,FLI,France Life Imaging(2011), European Project: 665207,H2020,H2020-FETOPEN-2014-2015-RIA,VOXEL(2015), Longo, E., Sancey, L., Cedola, A., Barbier, E. L., Bravin, A., Brun, F., Bukreeva, I., Fratini, M., Massimi, L., Greving, I., Le Duc, G., Tillement, O., De La Rochefoucauld, O., Zeitoun, P., Longo, E, Sancey, L, Cedola, A, Barbier, E, Bravin, A, Brun, F, Bukreeva, I, Fratini, M, Massimi, L, Greving, I, Le Duc, G, Tillement, O, De La Rochefoucauld, O, Zeitoun, P, VIDAL, Armelle, Infrastructures - France Life Imaging - - FLI2011 - ANR-11-INBS-0006 - INBS - VALID, volumetric medical x-ray imaging at extremely low dose - VOXEL - - H20202015-06-01 - 2019-05-31 - 665207 - VALID, and National Research Council of Italy | Consiglio Nazionale delle Ricerche (CNR)
- Subjects
inorganic chemicals ,Cancer Research ,melanoma metastase ,[SDV.IB.IMA]Life Sciences [q-bio]/Bioengineering/Imaging ,synchrotron radiation ,nanoparticle ,brain ,education ,technology, industry, and agriculture ,FIS/07 - FISICA APPLICATA (A BENI CULTURALI, AMBIENTALI, BIOLOGIA E MEDICINA) ,[SDV.CAN]Life Sciences [q-bio]/Cancer ,X-ray phase-contrast tomography ,respiratory system ,3D visualization ,melanoma metastases ,nanoparticles ,[SDV.IB.IMA] Life Sciences [q-bio]/Bioengineering/Imaging ,[SDV.CAN] Life Sciences [q-bio]/Cancer ,Oncology ,mental disorders ,[SDV.NEU]Life Sciences [q-bio]/Neurons and Cognition [q-bio.NC] ,[SDV.NEU] Life Sciences [q-bio]/Neurons and Cognition [q-bio.NC] ,health care economics and organizations ,Original Research - Abstract
International audience; Characterizing nanoparticles (NPs) distribution in multiple and complex metastases is of fundamental relevance for the development of radiological protocols based on NPs administration. In the literature, there have been advances in monitoring NPs in tissues. However, the lack of 3D information is still an issue. X-ray phase-contrast tomography (XPCT) is a 3D label-free, non-invasive and multi-scale approach allowing imaging anatomical details with high spatial and contrast resolutions. Here an XPCT qualitative study on NPs distribution in a mouse brain model of melanoma metastases injected with gadolinium-based NPs for theranostics is presented. For the first time, XPCT images show the NPs uptake at micrometer resolution over the full brain. Our results revealed a heterogeneous distribution of the NPs inside the melanoma metastases, bridging the gap in spatial resolution between magnetic resonance imaging and histology. Our findings demonstrated that XPCT is a reliable technique for NPs detection and can be considered as an emerging method for the study of NPs distribution in organs.
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- 2021
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26. Dual-beam X-ray nano-holotomography.
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Flenner S, Kubec A, David C, Greving I, and Hagemann J
- Abstract
Nanotomography with hard X-rays is a widely used technique for high-resolution imaging, providing insights into the structure and composition of various materials. In recent years, tomographic approaches based on simultaneous illuminations of the same sample region from different angles by multiple beams have been developed at micrometre image resolution. Transferring these techniques to the nanoscale is challenging due to the loss in photon flux by focusing the X-ray beam. We present an approach for multi-beam nanotomography using a dual-beam Fresnel zone plate (dFZP) in a near-field holography setup. The dFZP generates two nano-focused beams that overlap in the sample plane, enabling the simultaneous acquisition of two projections from slightly different angles. This first proof-of-principle implementation of the dual-beam setup allows for the efficient removal of ring artifacts and noise using machine-learning approaches. The results open new possibilities for full-field multi-beam nanotomography and pave the way for future advancements in fast holotomography and artifact-reduction techniques., (open access.)
- Published
- 2024
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27. The actin cytoskeleton plays multiple roles in structural colour formation in butterfly wing scales.
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Lloyd VJ, Burg SL, Harizanova J, Garcia E, Hill O, Enciso-Romero J, Cooper RL, Flenner S, Longo E, Greving I, Nadeau NJ, and Parnell AJ
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- Animals, Color, Animal Scales metabolism, Animal Scales ultrastructure, Butterflies metabolism, Butterflies physiology, Butterflies ultrastructure, Wings, Animal ultrastructure, Wings, Animal metabolism, Actin Cytoskeleton metabolism, Actin Cytoskeleton ultrastructure, Pigmentation, Actins metabolism
- Abstract
Vivid structural colours in butterflies are caused by photonic nanostructures scattering light. Structural colours evolved for numerous biological signalling functions and have important technological applications. Optically, such structures are well understood, however insight into their development in vivo remains scarce. We show that actin is intimately involved in structural colour formation in butterfly wing scales. Using comparisons between iridescent (structurally coloured) and non-iridescent scales in adult and developing H. sara, we show that iridescent scales have more densely packed actin bundles leading to an increased density of reflective ridges. Super-resolution microscopy across three distantly related butterfly species reveals that actin is repeatedly re-arranged during scale development and crucially when the optical nanostructures are forming. Furthermore, actin perturbation experiments at these later developmental stages resulted in near total loss of structural colour in H. sara. Overall, this shows that actin plays a vital and direct templating role during structural colour formation in butterfly scales, providing ridge patterning mechanisms that are likely universal across lepidoptera., (© 2024. The Author(s).)
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- 2024
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28. Deep learning to overcome Zernike phase-contrast nanoCT artifacts for automated micro-nano porosity segmentation in bone.
- Author
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Silveira A, Greving I, Longo E, Scheel M, Weitkamp T, Fleck C, Shahar R, and Zaslansky P
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- Animals, Humans, Artifacts, Porosity, Zebrafish, Bone and Bones diagnostic imaging, Image Processing, Computer-Assisted methods, Deep Learning
- Abstract
Bone material contains a hierarchical network of micro- and nano-cavities and channels, known as the lacuna-canalicular network (LCN), that is thought to play an important role in mechanobiology and turnover. The LCN comprises micrometer-sized lacunae, voids that house osteocytes, and submicrometer-sized canaliculi that connect bone cells. Characterization of this network in three dimensions is crucial for many bone studies. To quantify X-ray Zernike phase-contrast nanotomography data, deep learning is used to isolate and assess porosity in artifact-laden tomographies of zebrafish bones. A technical solution is proposed to overcome the halo and shade-off domains in order to reliably obtain the distribution and morphology of the LCN in the tomographic data. Convolutional neural network (CNN) models are utilized with increasing numbers of images, repeatedly validated by `error loss' and `accuracy' metrics. U-Net and Sensor3D CNN models were trained on data obtained from two different synchrotron Zernike phase-contrast transmission X-ray microscopes, the ANATOMIX beamline at SOLEIL (Paris, France) and the P05 beamline at PETRA III (Hamburg, Germany). The Sensor3D CNN model with a smaller batch size of 32 and a training data size of 70 images showed the best performance (accuracy 0.983 and error loss 0.032). The analysis procedures, validated by comparison with human-identified ground-truth images, correctly identified the voids within the bone matrix. This proposed approach may have further application to classify structures in volumetric images that contain non-linear artifacts that degrade image quality and hinder feature identification., (open access.)
- Published
- 2024
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29. Multiscale morphological analysis of bone microarchitecture around Mg-10Gd implants.
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Sefa S, Espiritu J, Ćwieka H, Greving I, Flenner S, Will O, Beuer S, Wieland DCF, Willumeit-Römer R, and Zeller-Plumhoff B
- Abstract
The utilization of biodegradable magnesium (Mg)-based implants for restoration of bone function following trauma represents a transformative approach in orthopaedic application. One such alloy, magnesium-10 weight percent gadolinium (Mg-10Gd), has been specifically developed to address the rapid degradation of Mg while enhancing its mechanical properties to promote bone healing. Previous studies have demonstrated that Mg-10Gd exhibits favorable osseointegration; however, it exhibits distinct ultrastructural adaptation in comparison to conventional implants like titanium (Ti). A crucial aspect that remains unexplored is the impact of Mg-10Gd degradation on the bone microarchitecture. To address this, we employed hierarchical three-dimensional imaging using synchrotron radiation in conjunction with image-based finite element modelling. By using the methods outlined, the vascular porosity, lacunar porosity and the lacunar-canaliculi network (LCN) morphology of bone around Mg-10Gd in comparison to Ti in a rat model from 4 weeks to 20 weeks post-implantation was investigated. Our investigation revealed that within our observation period, the degradation of Mg-10Gd implants was associated with significantly lower (p < 0.05) lacunar density in the surrounding bone, compared to Ti. Remarkably, the LCN morphology and the fluid flow analysis did not significantly differ for both implant types. In summary, a more pronounced lower lacunae distribution rather than their morphological changes was detected in the surrounding bone upon the degradation of Mg-10Gd implants. This implies potential disparities in bone remodelling rates when compared to Ti implants. Our findings shed light on the intricate relationship between Mg-10Gd degradation and bone microarchitecture, contributing to a deeper understanding of the implications for successful osseointegration., Competing Interests: The authors declare no conflict of interest., (© 2023 The Authors.)
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- 2023
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30. On stars and spikes: Resolving the skeletal morphology of planktonic Acantharia using synchrotron X-ray nanotomography and deep learning image segmentation.
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Raja Somu D, Cracchiolo T, Longo E, Greving I, and Merk V
- Subjects
- Animals, X-Rays, Minerals, Strontium, Synchrotrons, Deep Learning
- Abstract
Acantharia (Acantharea) are wide-spread marine protozoa, presenting one of the rare examples of strontium sulfate mineralization in the biosphere. Their endoskeletons consist of 20 spicules arranged according to a unique geometric pattern named Müller's principle. Given the diverse mineral architecture of the Acantharia class, we set out to examine the complex three-dimensional skeletal morphology at the nanometer scale using synchrotron X-ray nanotomography, followed by image segmentation based on deep learning methods. The present study focuses on how the spicules emanate from the robust central junction in the orders Symphyacanthida and Arthracanthida, the geometry of lateral spicule wings as well as pockets of interspicular space, which may be involved in cell compartmentalization. Through these morphometric studies, we observed subtle deviations from the previously described spatial arrangement of the spicules. According to our data, spicule shapes are adjusted in opposite spicules as to accommodate the overall spicule arrangement. In all types examined, previously unknown interspicular interstices were found in areas where radial spicules meet, which could have implications for the crystal growth mechanism and overall endoskeletal integrity. A deeper understanding of the spiculogenesis in Acantharia can provide biomimetic routes towards complex inorganic shapes. STATEMENT OF SIGNIFICANCE: Morphogenesis, the origin and control of shape, provides an avenue towards tailored inorganic materials. In this work, we explored the intricate skeletal organization of planktonic Acantharia, which are amongst the few strontium sulfate biomineralizing organisms in nature. By using nanoscale X-ray imaging and deep learning image segmentation, we found deviations from previously described geometric patterns and undiscovered skeletal features. The bio-inspired synthesis of inorganic materials with complex shape has important ramifications for solid-state chemistry and nanotechnology., Competing Interests: Declaration of Competing Interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (Copyright © 2023 Acta Materialia Inc. Published by Elsevier Ltd. All rights reserved.)
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- 2023
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31. Hard X-ray full-field nanoimaging using a direct photon-counting detector.
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Flenner S, Hagemann J, Wittwer F, Longo E, Kubec A, Rothkirch A, David C, Müller M, and Greving I
- Abstract
Full-field X-ray nanoimaging is a widely used tool in a broad range of scientific areas. In particular, for low-absorbing biological or medical samples, phase contrast methods have to be considered. Three well established phase contrast methods at the nanoscale are transmission X-ray microscopy with Zernike phase contrast, near-field holography and near-field ptychography. The high spatial resolution, however, often comes with the drawback of a lower signal-to-noise ratio and significantly longer scan times, compared with microimaging. In order to tackle these challenges a single-photon-counting detector has been implemented at the nanoimaging endstation of the beamline P05 at PETRA III (DESY, Hamburg) operated by Helmholtz-Zentrum Hereon. Thanks to the long sample-to-detector distance available, spatial resolutions of below 100 nm were reached in all three presented nanoimaging techniques. This work shows that a single-photon-counting detector in combination with a long sample-to-detector distance allows one to increase the time resolution for in situ nanoimaging, while keeping a high signal-to-noise level., (open access.)
- Published
- 2023
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32. Detailing the influence of PEO-coated biodegradable Mg-based implants on the lacuno-canalicular network in sheep bone: A pilot study.
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Espiritu J, Sefa S, Ćwieka H, Greving I, Flenner S, Willumeit-Römer R, Seitz JM, and Zeller-Plumhoff B
- Abstract
An increasing prevalence of bone-related injuries and aging geriatric populations continue to drive the orthopaedic implant market. A hierarchical analysis of bone remodelling after material implantation is necessary to better understand the relationship between implant and bone. Osteocytes, which are housed and communicate through the lacuno-canalicular network (LCN), are integral to bone health and remodelling processes. Therefore, it is essential to examine the framework of the LCN in response to implant materials or surface treatments. Biodegradable materials offer an alternative solution to permanent implants, which may require revision or removal surgeries. Magnesium alloys have resurfaced as promising materials due to their bone-like properties and safe degradation in vivo . To further tailor their degradation capabilities, surface treatments such as plasma electrolytic oxidation (PEO) have demonstrated to slow degradation. For the first time, the influence of a biodegradable material on the LCN is investigated by means of non-destructive 3D imaging. In this pilot study, we hypothesize noticeable variations in the LCN caused by altered chemical stimuli introduced by the PEO-coating. Utilising synchrotron-based transmission X-ray microscopy, we have characterised morphological LCN differences around uncoated and PEO-coated WE43 screws implanted into sheep bone. Bone specimens were explanted after 4, 8, and 12 weeks and regions near the implant surface were prepared for imaging. Findings from this investigation indicate that the slower degradation of PEO-coated WE43 induces healthier lacunar shapes within the LCN. However, the stimuli perceived by the uncoated material with higher degradation rates induces a greater connected LCN better prepared for bone disturbance., Competing Interests: Syntellix AG is a medical technology manufacturer of metallic and bio-absorbable clinical implants. Authors Espiritu and Seitz are employed as Research Associate and Chief Technical Officer, respectively., (© 2023 The Authors.)
- Published
- 2023
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33. Machine learning denoising of high-resolution X-ray nanotomography data.
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Flenner S, Bruns S, Longo E, Parnell AJ, Stockhausen KE, Müller M, and Greving I
- Abstract
High-resolution X-ray nanotomography is a quantitative tool for investigating specimens from a wide range of research areas. However, the quality of the reconstructed tomogram is often obscured by noise and therefore not suitable for automatic segmentation. Filtering methods are often required for a detailed quantitative analysis. However, most filters induce blurring in the reconstructed tomograms. Here, machine learning (ML) techniques offer a powerful alternative to conventional filtering methods. In this article, we verify that a self-supervised denoising ML technique can be used in a very efficient way for eliminating noise from nanotomography data. The technique presented is applied to high-resolution nanotomography data and compared to conventional filters, such as a median filter and a nonlocal means filter, optimized for tomographic data sets. The ML approach proves to be a very powerful tool that outperforms conventional filters by eliminating noise without blurring relevant structural features, thus enabling efficient quantitative analysis in different scientific fields., (open access.)
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- 2022
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34. 3D Spatial Distribution of Nanoparticles in Mice Brain Metastases by X-ray Phase-Contrast Tomography.
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Longo E, Sancey L, Cedola A, Barbier EL, Bravin A, Brun F, Bukreeva I, Fratini M, Massimi L, Greving I, Le Duc G, Tillement O, De La Rochefoucauld O, and Zeitoun P
- Abstract
Characterizing nanoparticles (NPs) distribution in multiple and complex metastases is of fundamental relevance for the development of radiological protocols based on NPs administration. In the literature, there have been advances in monitoring NPs in tissues. However, the lack of 3D information is still an issue. X-ray phase-contrast tomography (XPCT) is a 3D label-free, non-invasive and multi-scale approach allowing imaging anatomical details with high spatial and contrast resolutions. Here an XPCT qualitative study on NPs distribution in a mouse brain model of melanoma metastases injected with gadolinium-based NPs for theranostics is presented. For the first time, XPCT images show the NPs uptake at micrometer resolution over the full brain. Our results revealed a heterogeneous distribution of the NPs inside the melanoma metastases, bridging the gap in spatial resolution between magnetic resonance imaging and histology. Our findings demonstrated that XPCT is a reliable technique for NPs detection and can be considered as an emerging method for the study of NPs distribution in organs., Competing Interests: GLD and OT are employees from NHTherAguix that is developing the AGuIX NPs. GLD, OT, and LS possess shares of this company. ODLR is employed by Imagine Optic. The remaining authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest., (Copyright © 2021 Longo, Sancey, Cedola, Barbier, Bravin, Brun, Bukreeva, Fratini, Massimi, Greving, Le Duc, Tillement, De La Rochefoucauld and Zeitoun.)
- Published
- 2021
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35. Exploration of changes in spatial chondrocyte organisation in human osteoarthritic cartilage by means of 3D imaging.
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Danalache M, Beutler KR, Rolauffs B, Wolfgart JM, Bonnaire FC, Fischer S, Greving I, and Hofmann UK
- Subjects
- Female, Humans, Male, Cartilage, Articular diagnostic imaging, Cartilage, Articular metabolism, Chondrocytes metabolism, Chondrocytes pathology, Imaging, Three-Dimensional, Osteoarthritis, Knee diagnostic imaging, Osteoarthritis, Knee metabolism, X-Ray Microtomography
- Abstract
Using two-dimensional top-down view microscopy, researchers have recently described chondrocytes as being spatially arranged in distinct patterns such as strings, double strings, and small and large clusters. Because of the seeming association of these changes with tissue degeneration, they have been proposed as an image-based biomarker for early osteoarthritis (OA) staging. The aim of our study was to investigate the spatial arrangement of chondrocytes in human articular cartilage in a 3D fashion and to evaluate the 3D changes of these patterns in the context of local tissue destruction. Decalcified femoral condyle resections from the load-bearing area were analysed in 3D for their spatial chondrocyte organisation by means of fluorescence microscopy and synchrotron-radiation micro-computed tomography (SR-µCT). In intact cartilage chondrocyte strings can be found in the superficial, transitional and deep zones. The proposed pattern changes accompanying tissue destruction could be located not just along the surface but also through all layers of cartilage. Each spatial pattern was characterised by a different cellular density (the only exception being between single and double strings with p = 0.062), with cellular density significantly increasing alongside the increase in local tissue degeneration as defined by the chondrocyte patterns. We can thus corroborate that the proposed cellular spatial changes are a three-dimensional function of local tissue degeneration, underlining their relevance as an image-based biomarker for the early diagnosis and description of OA.Clinical trial registration number: Project number of the ethics committee of the University of Tübingen:171/2014BO2.
- Published
- 2021
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36. Evaluating the morphology of the degradation layer of pure magnesium via 3D imaging at resolutions below 40 nm.
- Author
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Zeller-Plumhoff B, Laipple D, Slominska H, Iskhakova K, Longo E, Hermann A, Flenner S, Greving I, Storm M, and Willumeit-Römer R
- Abstract
Magnesium is attractive for the application as a temporary bone implant due to its inherent biodegradability, non-toxicity and suitable mechanical properties. The degradation process of magnesium in physiological environments is complex and is thought to be a diffusion-limited transport problem. We use a multi-scale imaging approach using micro computed tomography and transmission X-ray microscopy (TXM) at resolutions below 40 nm. Thus, we are able to evaluate the nanoporosity of the degradation layer and infer its impact on the degradation process of pure magnesium in two physiological solutions. Magnesium samples were degraded in simulated body fluid (SBF) or Dulbecco's modified Eagle's medium (DMEM) with 10% fetal bovine serum (FBS) for one to four weeks. TXM reveals the three-dimensional interconnected pore network within the degradation layer for both solutions. The pore network morphology and degradation layer composition are similar for all samples. By contrast, the degradation layer thickness in samples degraded in SBF was significantly higher and more inhomogeneous than in DMEM+10%FBS. Distinct features could be observed within the degradation layer of samples degraded in SBF, suggesting the formation of microgalvanic cells, which are not present in samples degraded in DMEM+10%FBS. The results suggest that the nanoporosity of the degradation layer and the resulting ion diffusion processes therein have a limited influence on the overall degradation process. This indicates that the influence of organic components on the dampening of the degradation rate by the suppression of microgalvanic degradation is much greater in the present study., Competing Interests: The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (© 2021 The Authors.)
- Published
- 2021
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37. Three-dimensional imaging of xylem at cell wall level through near field nano holotomography.
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Koddenberg T, Greving I, Hagemann J, Flenner S, Krause A, Laipple D, Klein KC, Schmitt U, Schuster M, Wolf A, Seifert M, Ludwig V, Funk S, Militz H, and Nopens M
- Abstract
Detailed imaging of the three-dimensionally complex architecture of xylary plants is important for studying biological and mechanical functions of woody plants. Apart from common two-dimensional microscopy, X-ray micro-computed tomography has been established as a three-dimensional (3D) imaging method for studying the hydraulic function of wooden plants. However, this X-ray imaging method can barely reach the resolution needed to see the minute structures (e.g. pit membrane). To complement the xylem structure with 3D views at the nanoscale level, X-ray near-field nano-holotomography (NFH) was applied to analyze the wood species Pinus sylvestris and Fagus sylvatica. The demanded small specimens required focused ion beam (FIB) application. The FIB milling, however, influenced the image quality through gallium implantation on the cell-wall surfaces. The measurements indicated that NFH is appropriate for imaging wood at nanometric resolution. With a 26 nm voxel pitch, the structure of the cell-wall surface in Pinus sylvestris could be visualized in genuine detail. In wood of Fagus sylvatica, the structure of a pit pair, including the pit membrane, between two neighboring fibrous cells could be traced tomographically.
- Published
- 2021
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38. Hard X-ray nano-holotomography with a Fresnel zone plate.
- Author
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Flenner S, Kubec A, David C, Storm M, Schaber CF, Vollrath F, Müller M, Greving I, and Hagemann J
- Abstract
X-ray phase contrast nanotomography enables imaging of a wide range of samples with high spatial resolution in 3D. Near-field holography, as one of the major phase contrast techniques, is often implemented using X-ray optics such as Kirkpatrick-Baez mirrors, waveguides and compound refractive lenses. However, these optics are often tailor-made for a specific beamline and challenging to implement and align. Here, we present a near-field holography setup based on Fresnel zone plates which is fast and easy to align and provides a smooth illumination and flat field. The imaging quality of different types of Fresnel zone plates is compared in terms of the flat-field quality, the achievable resolution and exposure efficiency i.e. the photons arriving at the detector. Overall, this setup is capable of imaging different types of samples at high spatial resolution of below 100 nm in 3D with access to the quantitative phase information.
- Published
- 2020
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39. Pushing the temporal resolution in absorption and Zernike phase contrast nanotomography: enabling fast in situ experiments.
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Flenner S, Storm M, Kubec A, Longo E, Döring F, Pelt DM, David C, Müller M, and Greving I
- Abstract
Hard X-ray nanotomography enables 3D investigations of a wide range of samples with high resolution (<100 nm) with both synchrotron-based and laboratory-based setups. However, the advantage of synchrotron-based setups is the high flux, enabling time resolution, which cannot be achieved at laboratory sources. Here, the nanotomography setup at the imaging beamline P05 at PETRA III is presented, which offers high time resolution not only in absorption but for the first time also in Zernike phase contrast. Two test samples are used to evaluate the image quality in both contrast modalities based on the quantitative analysis of contrast-to-noise ratio (CNR) and spatial resolution. High-quality scans can be recorded in 15 min and fast scans down to 3 min are also possible without significant loss of image quality. At scan times well below 3 min, the CNR values decrease significantly and classical image-filtering techniques reach their limitation. A machine-learning approach shows promising results, enabling acquisition of a full tomography in only 6 s. Overall, the transmission X-ray microscopy instrument offers high temporal resolution in absorption and Zernike phase contrast, enabling in situ experiments at the beamline., (open access.)
- Published
- 2020
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40. Nanotomography of Inverse Photonic Crystals Using Zernike Phase Contrast - CORRIGENDUM.
- Author
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Flenner S, Larsson E, Furlan KP, Laipple D, Storm M, Wilde F, Blick R, Schneider GA, Zierold R, Janssen R, David C, Beckmann F, Müller M, and Greving I
- Published
- 2019
- Full Text
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41. Nanoporous gold: a hierarchical and multiscale 3D test pattern for characterizing X-ray nano-tomography systems.
- Author
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Larsson E, Gürsoy D, De Carlo F, Lilleodden E, Storm M, Wilde F, Hu K, Müller M, and Greving I
- Abstract
Full-field transmission X-ray microscopy (TXM) is a well established technique, available at various synchrotron beamlines around the world as well as by laboratory benchtop devices. One of the major TXM challenges, due to its nanometre-scale resolution, is the overall instrument stability during the acquisition of the series of tomographic projections. The ability to correct for vertical and horizontal distortions of each projection image during acquisition is necessary in order to achieve the effective 3D spatial resolution. The effectiveness of such an image alignment is also heavily influenced by the absorption properties and strong contrast of specific features in the scanned sample. Here it is shown that nanoporous gold (NPG) can be used as an ideal 3D test pattern for evaluating and optimizing the performance of a TXM instrument for hard X-rays at a synchrotron beamline. Unique features of NPG, such as hierarchical structures at multiple length scales and high absorbing capabilities, makes it an ideal choice for characterization, which involves a combination of a rapid-alignment algorithm applied on the acquired projections followed by the extraction of a set of both 2D- and 3D-descriptive image parameters. This protocol can be used for comparing the efficiency of TXM instruments at different synchrotron beamlines in the world or benchtop devices, based on a reference library of scanned NPG samples, containing information about the estimated horizontal and vertical alignment values, 2D qualitative parameters and quantitative 3D parameters. The possibility to tailor the ligament sizes of NPG to match the achievable resolution in combination with the high electron density of gold makes NPG an ideal 3D test pattern for evaluating the status and performance of a given synchrotron-based or benchtop-based TXM setup., (open access.)
- Published
- 2019
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42. Dataset of ptychographic X-ray computed tomography of inverse opal photonic crystals produced by atomic layer deposition.
- Author
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Furlan KP, Larsson E, Diaz A, Holler M, Krekeler T, Ritter M, Petrov AY, Eich M, Blick R, Schneider GA, Greving I, Zierold R, and Janßen R
- Abstract
This data article describes the detailed parameters for synthesizing mullite inverse opal photonic crystals via Atomic Layer Deposition (ALD), as well as the detailed image analysis routine used to interpret the data obtained by the measurement of such photonic crystals, before and after the heat treatment, via Ptychographic X-ray Computed Tomography (PXCT). The data presented in this article are related to the research article by Furlan and co-authors entitled "Photonic materials for high-temperature applications: Synthesis and characterization by X-ray ptychographic tomography" (Furlan et al., 2018). The data include detailed information about the ALD super-cycle process to generate the ternary oxides inside a photonic crystal template, the raw data from supporting characterization techniques, as well as the full dataset obtained from PXCT. All the data herein described is publicly available in a Mendeley Data archive "Dataset of synthesis and characterization by PXCT of ALD-based mullite inverse opal photonic crystals" located at https://data.mendeley.com/datasets/zn49dsk7x6/1 for any academic, educational, or research purposes.
- Published
- 2018
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43. Stress-induced long-range ordering in spider silk.
- Author
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Wagner JA, Patil SP, Greving I, Lämmel M, Gkagkas K, Seydel T, Müller M, Markert B, and Gräter F
- Subjects
- Animals, Spiders, Molecular Dynamics Simulation, Silk chemistry, Stress, Mechanical, Tensile Strength
- Abstract
The emergence of order from disorder is a topic of vital interest. We here propose that long-range order can arise from a randomly arranged two-phase material under mechanical load. Using Small-Angle Neutron Scattering (SANS) experiments and Molecular Dynamics based finite element (FE) models we show evidence for stress-induced ordering in spider dragline silk. Both methods show striking quantitative agreement of the position, shift and intensity increase of the long period upon stretching. We demonstrate that mesoscopic ordering does not originate from silk-specific processes such as strain-induced crystallization on the atomistic scale or the alignment of tilted crystallites. It instead is a general phenomenon arising from a non-affine deformation that enhances density fluctuations of the stiff and soft phases along the direction of stress. Our results suggest long-range ordering, analogously to the coalescence of defects in materials, as a wide-spread phenomenon to be exploited for tuning the mechanical properties of many hybrid stiff and soft materials.
- Published
- 2017
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- View/download PDF
44. Determination of the packing fraction in photonic glass using synchrotron radiation nanotomography.
- Author
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Ogurreck M, do Rosario JJ, Leib EW, Laipple D, Greving I, Marschall F, Last A, Schneider GA, Vossmeyer T, Weller H, Beckmann F, and Müller M
- Abstract
Photonic glass is a material class that can be used as photonic broadband reflectors, for example in the infrared regime as thermal barrier coating films. Photonic properties such as the reflectivity depend on the ordering and material packing fraction over the complete film thickness of up to 100 µm. Nanotomography allows acquiring these key parameters throughout the sample volume at the required resolution in a non-destructive way. By performing a nanotomography measurement at the PETRA III beamline P05 on a photonic glass film, the packing fraction throughout the complete sample thickness was analyzed. The results showed a packing fraction significantly smaller than the expected random close packing giving important information for improving the fabrication and processing methods of photonic glass material in the future.
- Published
- 2016
- Full Text
- View/download PDF
45. Strain-dependent fractional molecular diffusion in humid spider silk fibres.
- Author
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Krasnov I, Seydel T, Greving I, Blankenburg M, Vollrath F, and Müller M
- Subjects
- Animals, Humidity, Silk chemistry, Spiders, Stress, Mechanical, Tensile Strength
- Abstract
Spider silk is a material well known for its outstanding mechanical properties, combining elasticity and tensile strength. The molecular mobility within the silk's polymer structure on the nanometre length scale importantly contributes to these macroscopic properties. We have therefore investigated the ensemble-averaged single-particle self-dynamics of the prevailing hydrogen atoms in humid spider dragline silk fibres on picosecond time scales in situ as a function of an externally applied tensile strain. We find that the molecular diffusion in the amorphous fraction of the oriented fibres can be described by a generalized fractional diffusion coefficient Kα that is independent of the observation length scale in the probed range from approximately 0.3-3.5 nm. Kα increases towards a diffusion coefficient of the classical Fickian type with increasing tensile strain consistent with an increasing loss of memory or entropy in the polymer matrix., (© 2016 The Author(s).)
- Published
- 2016
- Full Text
- View/download PDF
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