---
OA_place: publisher
OA_type: hybrid
_id: '21839'
abstract:
- lang: eng
  text: "Background & Aims: To develop and validate a CT-based radiomics model to
    assess HVPG and predict a composite endpoint of liver-related events (LRE: decompensation
    and liver-related death) in patients with cirrhosis.\r\n\r\nMethods: This retrospective
    study included 357 cirrhosis patients, who received invasive HVPG measurements,
    120 liver-healthy controls (training cohort) and 85 and 100 cirrhosis patients
    (internal and external validation cohorts, respectively), and contrast-enhanced
    abdominal CTs. After volumetric segmentation of the liver and spleen on CT, Bayesian
    parameter optimization was used for selection of extracted features and hyperparameter
    tuning in random forest or elastic net models. Prediction accuracy was evaluated
    using Pearson correlation coefficients of predicted (’radio-HVPG’) and invasive
    HVPG. Discrimination between relevant HVPG cut-offs was determined by receiver
    operating characteristic (ROC) analysis. The predictive value of radio-HVPG and
    invasive-HVPG for LRE was compared using Cox regression models.\r\n\r\nResults:
    Radio-HVPG, predicted by an optimized random forest model based on 74 selected
    CT features, correlated with invasive-HVPG and detected clinically significant
    portal hypertension (CSPH: HVPG ≥ 10 mmHg) on the internal (Pearson r = 0.63,
    AUC 0.89 [95% CI: 0.81–0.96]) and external (Pearson r = 0.62, AUC 0.80 [95% CI:
    0.64–0.91]) validation cohorts. Radio-HVPG predicted LRE when adjusting for MELD
    and albumin (adjusted HR: 1.14 [95% CI: 1.04–1.25], p = 0.005) and performed similarly
    to invasive-HVPG.\r\n\r\nConclusions: Radiomic features accurately predict HVPG
    in patients with cirrhosis and allow risk stratification for LRE in a radiomics-clinical
    signature."
acknowledgement: "The computational results presented were partly obtained using the
  CLIP cluster (https://clip.science/). The authors thank Clemens Watzenboeck from
  the Medical University of Vienna for the assistance in code upload and repository
  maintenance. The authors dedicate this work to the memory of Martin Watzenboeck,
  who served as first author and whose vision and scientific rigor were fundamental
  to the conception and completion of this study. Open Access funding provided by
  Medizinische Universitat Wien/KEMÖ. This work was supported by the Vienna Science
  and Technology Fund (WWTF) through projects VRG15-005 and NXT 19-008 granted to
  J.M and the Clinical Research Group MOTION, Medical University of Vienna, Vienna,
  Austria – a Clinical Research Group Programme project funded by the Ludwig Boltzmann
  Gesellschaft (Grant Nr LBG_KFG_22_32) with funds from the Fonds Zukunft Österreich.\r\n\r\nP-E.R.'s
  research laboratory is supported by the Fondation pour la Recherche Médicale (FRM
  EQU202303016287), “Institut National de la Santé et de la Recherche Médicale” (ATIP
  AVENIR), the “Agence Nationale de la Recherche” (ANR-18-CE14-0006-01, RHU QUID-NASH,
  ANR-18-IDEX-0001, ANR-22-CE14-0002) by « Émergence, Ville de Paris », by Fondation
  ARC, by the European Union's Horizon 2020 research and innovation programme under
  grant agreement No 847949 and by France 2030 RHU LIVER-TRACK."
article_number: e70633
article_processing_charge: Yes (via OA deal)
article_type: original
author:
- first_name: Celine
  full_name: Sin, Celine
  last_name: Sin
- first_name: Martin Luther
  full_name: Watzenboeck, Martin Luther
  last_name: Watzenboeck
- first_name: Eugenia B
  full_name: Iofinova, Eugenia B
  id: f9a17499-f6e0-11ea-865d-fdf9a3f77117
  last_name: Iofinova
  orcid: 0000-0002-7778-3221
- first_name: Lorenz
  full_name: Balcar, Lorenz
  last_name: Balcar
- first_name: Georg
  full_name: Semmler, Georg
  last_name: Semmler
- first_name: Bernhard
  full_name: Scheiner, Bernhard
  last_name: Scheiner
- first_name: Katharina
  full_name: Lampichler, Katharina
  last_name: Lampichler
- first_name: Mattias
  full_name: Mandorfer, Mattias
  last_name: Mandorfer
- first_name: Lucile
  full_name: Moga, Lucile
  last_name: Moga
- first_name: Pierre‐Emmanuel
  full_name: Rautou, Pierre‐Emmanuel
  last_name: Rautou
- first_name: Maxime
  full_name: Ronot, Maxime
  last_name: Ronot
- first_name: Jörg
  full_name: Menche, Jörg
  last_name: Menche
- first_name: Thomas
  full_name: Reiberger, Thomas
  last_name: Reiberger
- first_name: Martina
  full_name: Scharitzer, Martina
  last_name: Scharitzer
citation:
  ama: Sin C, Watzenboeck ML, Iofinova EB, et al. Radiomics‐based assessment of portal
    hypertension severity and risk stratification of cirrhotic patients using routine
    CT scans. <i>Liver International</i>. 2026;46(5). doi:<a href="https://doi.org/10.1111/liv.70633">10.1111/liv.70633</a>
  apa: Sin, C., Watzenboeck, M. L., Iofinova, E. B., Balcar, L., Semmler, G., Scheiner,
    B., … Scharitzer, M. (2026). Radiomics‐based assessment of portal hypertension
    severity and risk stratification of cirrhotic patients using routine CT scans.
    <i>Liver International</i>. Wiley. <a href="https://doi.org/10.1111/liv.70633">https://doi.org/10.1111/liv.70633</a>
  chicago: Sin, Celine, Martin Luther Watzenboeck, Eugenia B Iofinova, Lorenz Balcar,
    Georg Semmler, Bernhard Scheiner, Katharina Lampichler, et al. “Radiomics‐based
    Assessment of Portal Hypertension Severity and Risk Stratification of Cirrhotic
    Patients Using Routine CT Scans.” <i>Liver International</i>. Wiley, 2026. <a
    href="https://doi.org/10.1111/liv.70633">https://doi.org/10.1111/liv.70633</a>.
  ieee: C. Sin <i>et al.</i>, “Radiomics‐based assessment of portal hypertension severity
    and risk stratification of cirrhotic patients using routine CT scans,” <i>Liver
    International</i>, vol. 46, no. 5. Wiley, 2026.
  ista: Sin C, Watzenboeck ML, Iofinova EB, Balcar L, Semmler G, Scheiner B, Lampichler
    K, Mandorfer M, Moga L, Rautou P, Ronot M, Menche J, Reiberger T, Scharitzer M.
    2026. Radiomics‐based assessment of portal hypertension severity and risk stratification
    of cirrhotic patients using routine CT scans. Liver International. 46(5), e70633.
  mla: Sin, Celine, et al. “Radiomics‐based Assessment of Portal Hypertension Severity
    and Risk Stratification of Cirrhotic Patients Using Routine CT Scans.” <i>Liver
    International</i>, vol. 46, no. 5, e70633, Wiley, 2026, doi:<a href="https://doi.org/10.1111/liv.70633">10.1111/liv.70633</a>.
  short: C. Sin, M.L. Watzenboeck, E.B. Iofinova, L. Balcar, G. Semmler, B. Scheiner,
    K. Lampichler, M. Mandorfer, L. Moga, P. Rautou, M. Ronot, J. Menche, T. Reiberger,
    M. Scharitzer, Liver International 46 (2026).
date_created: 2026-05-07T08:51:47Z
date_published: 2026-05-01T00:00:00Z
date_updated: 2026-05-18T07:20:20Z
day: '01'
ddc:
- '570'
doi: 10.1111/liv.70633
external_id:
  pmid:
  - '41943460'
file:
- access_level: open_access
  checksum: fafcc0b88b8e8caed85849627305d9ba
  content_type: application/pdf
  creator: dernst
  date_created: 2026-05-18T07:10:31Z
  date_updated: 2026-05-18T07:10:31Z
  file_id: '21888'
  file_name: 2026_LiverInternational_Sin.pdf
  file_size: 3550462
  relation: main_file
  success: 1
file_date_updated: 2026-05-18T07:10:31Z
has_accepted_license: '1'
intvolume: '        46'
issue: '5'
keyword:
- computed tomography
- liver
- portal hypertension
- radiomics
- spleen
language:
- iso: eng
license: https://creativecommons.org/licenses/by-nc-nd/4.0/
month: '05'
oa: 1
oa_version: Published Version
pmid: 1
publication: Liver International
publication_identifier:
  eissn:
  - 1478-3231
  issn:
  - 1478-3223
publication_status: published
publisher: Wiley
quality_controlled: '1'
scopus_import: '1'
status: public
title: Radiomics‐based assessment of portal hypertension severity and risk stratification
  of cirrhotic patients using routine CT scans
tmp:
  image: /images/cc_by_nc_nd.png
  legal_code_url: https://creativecommons.org/licenses/by-nc-nd/4.0/legalcode
  name: Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International
    (CC BY-NC-ND 4.0)
  short: CC BY-NC-ND (4.0)
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 46
year: '2026'
...
---
OA_place: publisher
OA_type: green
_id: '21572'
abstract:
- lang: eng
  text: This study focuses on advancing metascintillators to break the 100 ps barrier
    and approach the 10 ps target. We exploitnanophotonic features, specifically the
    Purcell effect, to shape and enhance the scintillation properties of the first-generation
    metascintillator. We demonstrate that a faster emission is achievable along with
    a more efficient conversionefficiency. This results in a coincidence time resolution
    improved by a factor of 1.3, crucial for TOF-PET applications.
article_processing_charge: No
article_type: original
arxiv: 1
author:
- first_name: A.
  full_name: Shultzman, A.
  last_name: Shultzman
- first_name: R.
  full_name: Schütz, R.
  last_name: Schütz
- first_name: Y.
  full_name: Kurman, Y.
  last_name: Kurman
- first_name: N.
  full_name: Lahav, N.
  last_name: Lahav
- first_name: G.
  full_name: Dosovitskiy, G.
  last_name: Dosovitskiy
- first_name: Charles
  full_name: Roques-Carmes, Charles
  id: e2e68fc9-6505-11ef-a541-eb4e72cc3e82
  last_name: Roques-Carmes
- first_name: Y.
  full_name: Bekenstein, Y.
  last_name: Bekenstein
- first_name: G.
  full_name: Konstantinou, G.
  last_name: Konstantinou
- first_name: R.
  full_name: Latella, R.
  last_name: Latella
- first_name: L.
  full_name: Zhang, L.
  last_name: Zhang
- first_name: F.
  full_name: Loignon-Houle, F.
  last_name: Loignon-Houle
- first_name: A. J.
  full_name: Gonzalez, A. J.
  last_name: Gonzalez
- first_name: J. M.
  full_name: Benlloch, J. M.
  last_name: Benlloch
- first_name: I.
  full_name: Kaminer, I.
  last_name: Kaminer
- first_name: P.
  full_name: Lecoq, P.
  last_name: Lecoq
citation:
  ama: Shultzman A, Schütz R, Kurman Y, et al. Toward a second generation of metascintillators
    using the Purcell effect. <i>IEEE Transactions on Radiation and Plasma Medical
    Sciences</i>. 2025;9(2):141-147. doi:<a href="https://doi.org/10.1109/trpms.2024.3471251">10.1109/trpms.2024.3471251</a>
  apa: Shultzman, A., Schütz, R., Kurman, Y., Lahav, N., Dosovitskiy, G., Roques-Carmes,
    C., … Lecoq, P. (2025). Toward a second generation of metascintillators using
    the Purcell effect. <i>IEEE Transactions on Radiation and Plasma Medical Sciences</i>.
    Institute of Electrical and Electronics Engineers. <a href="https://doi.org/10.1109/trpms.2024.3471251">https://doi.org/10.1109/trpms.2024.3471251</a>
  chicago: Shultzman, A., R. Schütz, Y. Kurman, N. Lahav, G. Dosovitskiy, Charles
    Roques-Carmes, Y. Bekenstein, et al. “Toward a Second Generation of Metascintillators
    Using the Purcell Effect.” <i>IEEE Transactions on Radiation and Plasma Medical
    Sciences</i>. Institute of Electrical and Electronics Engineers, 2025. <a href="https://doi.org/10.1109/trpms.2024.3471251">https://doi.org/10.1109/trpms.2024.3471251</a>.
  ieee: A. Shultzman <i>et al.</i>, “Toward a second generation of metascintillators
    using the Purcell effect,” <i>IEEE Transactions on Radiation and Plasma Medical
    Sciences</i>, vol. 9, no. 2. Institute of Electrical and Electronics Engineers,
    pp. 141–147, 2025.
  ista: Shultzman A, Schütz R, Kurman Y, Lahav N, Dosovitskiy G, Roques-Carmes C,
    Bekenstein Y, Konstantinou G, Latella R, Zhang L, Loignon-Houle F, Gonzalez AJ,
    Benlloch JM, Kaminer I, Lecoq P. 2025. Toward a second generation of metascintillators
    using the Purcell effect. IEEE Transactions on Radiation and Plasma Medical Sciences.
    9(2), 141–147.
  mla: Shultzman, A., et al. “Toward a Second Generation of Metascintillators Using
    the Purcell Effect.” <i>IEEE Transactions on Radiation and Plasma Medical Sciences</i>,
    vol. 9, no. 2, Institute of Electrical and Electronics Engineers, 2025, pp. 141–47,
    doi:<a href="https://doi.org/10.1109/trpms.2024.3471251">10.1109/trpms.2024.3471251</a>.
  short: A. Shultzman, R. Schütz, Y. Kurman, N. Lahav, G. Dosovitskiy, C. Roques-Carmes,
    Y. Bekenstein, G. Konstantinou, R. Latella, L. Zhang, F. Loignon-Houle, A.J. Gonzalez,
    J.M. Benlloch, I. Kaminer, P. Lecoq, IEEE Transactions on Radiation and Plasma
    Medical Sciences 9 (2025) 141–147.
date_created: 2026-03-30T12:22:47Z
date_published: 2025-02-01T00:00:00Z
date_updated: 2026-04-27T10:44:57Z
day: '01'
ddc:
- '530'
doi: 10.1109/trpms.2024.3471251
extern: '1'
external_id:
  arxiv:
  - '2406.15058'
intvolume: '         9'
issue: '2'
keyword:
- Nanophotonics
- Positron emission tomography
- scintillators
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.48550/arXiv.2406.15058
month: '02'
oa: 1
oa_version: Preprint
page: 141-147
publication: IEEE Transactions on Radiation and Plasma Medical Sciences
publication_identifier:
  eissn:
  - 2469-7303
  issn:
  - '2469-7311 '
publication_status: published
publisher: Institute of Electrical and Electronics Engineers
quality_controlled: '1'
scopus_import: '1'
status: public
title: Toward a second generation of metascintillators using the Purcell effect
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 9
year: '2025'
...
---
_id: '14502'
abstract:
- lang: eng
  text: A precise quantitative description of the ultrastructural characteristics
    underlying biological mechanisms is often key to their understanding. This is
    particularly true for dynamic extra- and intracellular filamentous assemblies,
    playing a role in cell motility, cell integrity, cytokinesis, tissue formation
    and maintenance. For example, genetic manipulation or modulation of actin regulatory
    proteins frequently manifests in changes of the morphology, dynamics, and ultrastructural
    architecture of actin filament-rich cell peripheral structures, such as lamellipodia
    or filopodia. However, the observed ultrastructural effects often remain subtle
    and require sufficiently large datasets for appropriate quantitative analysis.
    The acquisition of such large datasets has been enabled by recent advances in
    high-throughput cryo-electron tomography (cryo-ET) methods. This also necessitates
    the development of complementary approaches to maximize the extraction of relevant
    biological information. We have developed a computational toolbox for the semi-automatic
    quantification of segmented and vectorized fila- mentous networks from pre-processed
    cryo-electron tomograms, facilitating the analysis and cross-comparison of multiple
    experimental conditions. GUI-based components simplify the processing of data
    and allow users to obtain a large number of ultrastructural parameters describing
    filamentous assemblies. We demonstrate the feasibility of this workflow by analyzing
    cryo-ET data of untreated and chemically perturbed branched actin filament networks
    and that of parallel actin filament arrays. In principle, the computational toolbox
    presented here is applicable for data analysis comprising any type of filaments
    in regular (i.e. parallel) or random arrangement. We show that it can ease the
    identification of key differences between experimental groups and facilitate the
    in-depth analysis of ultrastructural data in a time-efficient manner.
author:
- first_name: Georgi A
  full_name: Dimchev, Georgi A
  id: 38C393BE-F248-11E8-B48F-1D18A9856A87
  last_name: Dimchev
  orcid: 0000-0001-8370-6161
- first_name: Behnam
  full_name: Amiri, Behnam
  last_name: Amiri
- first_name: Florian
  full_name: Fäßler, Florian
  id: 404F5528-F248-11E8-B48F-1D18A9856A87
  last_name: Fäßler
  orcid: 0000-0001-7149-769X
- first_name: Martin
  full_name: Falcke, Martin
  last_name: Falcke
- first_name: Florian KM
  full_name: Schur, Florian KM
  id: 48AD8942-F248-11E8-B48F-1D18A9856A87
  last_name: Schur
  orcid: 0000-0003-4790-8078
citation:
  ama: Dimchev GA, Amiri B, Fäßler F, Falcke M, Schur FK. Computational toolbox for
    ultrastructural quantitative analysis of filament networks in cryo-ET data. 2023.
    doi:<a href="https://doi.org/10.15479/AT:ISTA:14502">10.15479/AT:ISTA:14502</a>
  apa: Dimchev, G. A., Amiri, B., Fäßler, F., Falcke, M., &#38; Schur, F. K. (2023).
    Computational toolbox for ultrastructural quantitative analysis of filament networks
    in cryo-ET data. Institute of Science and Technology Austria. <a href="https://doi.org/10.15479/AT:ISTA:14502">https://doi.org/10.15479/AT:ISTA:14502</a>
  chicago: Dimchev, Georgi A, Behnam Amiri, Florian Fäßler, Martin Falcke, and Florian
    KM Schur. “Computational Toolbox for Ultrastructural Quantitative Analysis of
    Filament Networks in Cryo-ET Data.” Institute of Science and Technology Austria,
    2023. <a href="https://doi.org/10.15479/AT:ISTA:14502">https://doi.org/10.15479/AT:ISTA:14502</a>.
  ieee: G. A. Dimchev, B. Amiri, F. Fäßler, M. Falcke, and F. K. Schur, “Computational
    toolbox for ultrastructural quantitative analysis of filament networks in cryo-ET
    data.” Institute of Science and Technology Austria, 2023.
  ista: Dimchev GA, Amiri B, Fäßler F, Falcke M, Schur FK. 2023. Computational toolbox
    for ultrastructural quantitative analysis of filament networks in cryo-ET data,
    Institute of Science and Technology Austria, <a href="https://doi.org/10.15479/AT:ISTA:14502">10.15479/AT:ISTA:14502</a>.
  mla: Dimchev, Georgi A., et al. <i>Computational Toolbox for Ultrastructural Quantitative
    Analysis of Filament Networks in Cryo-ET Data</i>. Institute of Science and Technology
    Austria, 2023, doi:<a href="https://doi.org/10.15479/AT:ISTA:14502">10.15479/AT:ISTA:14502</a>.
  short: G.A. Dimchev, B. Amiri, F. Fäßler, M. Falcke, F.K. Schur, (2023).
corr_author: '1'
date_created: 2023-11-08T19:40:54Z
date_published: 2023-11-21T00:00:00Z
date_updated: 2025-04-15T08:25:41Z
day: '21'
ddc:
- '570'
department:
- _id: FlSc
doi: 10.15479/AT:ISTA:14502
file:
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  checksum: a8b9adeb53a4109dea4d5e39fa1acccf
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  creator: fschur
  date_created: 2023-11-08T20:23:07Z
  date_updated: 2023-11-08T20:23:07Z
  file_id: '14503'
  file_name: Computational_Toolbox_v1.2.zip
  file_size: 347641117
  relation: main_file
  success: 1
- access_level: open_access
  checksum: 14db2addbfca61a085ba301ed6f2900b
  content_type: text/plain
  creator: dernst
  date_created: 2023-11-21T08:20:23Z
  date_updated: 2023-11-21T08:20:23Z
  file_id: '14586'
  file_name: Readme.txt
  file_size: 1522
  relation: main_file
  success: 1
file_date_updated: 2023-11-21T08:20:23Z
has_accepted_license: '1'
keyword:
- cryo-electron tomography
- actin cytoskeleton
- toolbox
license: https://choosealicense.com/licenses/agpl-3.0/
month: '11'
oa: 1
project:
- _id: 9B954C5C-BA93-11EA-9121-9846C619BF3A
  grant_number: P33367
  name: Structure and isoform diversity of the Arp2/3 complex
publisher: Institute of Science and Technology Austria
related_material:
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  - id: '10290'
    relation: used_for_analysis_in
    status: public
status: public
title: Computational toolbox for ultrastructural quantitative analysis of filament
  networks in cryo-ET data
tmp:
  legal_code_url: https://www.gnu.org/licenses/agpl-3.0.html
  name: GNU Affero General Public License v3.0
  short: 'GNU AGPLv3  '
type: software
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2023'
...
---
OA_place: publisher
_id: '12491'
abstract:
- lang: eng
  text: "The extracellular matrix (ECM) is a hydrated and complex three-dimensional
    network consisting of proteins, polysaccharides, and water. It provides structural
    scaffolding for the cells embedded within it and is essential in regulating numerous
    physiological processes, including cell migration and proliferation, wound healing,
    and stem cell fate. \r\nDespite extensive study, detailed structural knowledge
    of ECM components in physiologically relevant conditions is still rudimentary.
    This is due to methodological limitations in specimen preparation protocols which
    are incompatible with keeping large samples, such as the ECM, in their native
    state for subsequent imaging. Conventional electron microscopy (EM) techniques
    rely on fixation, dehydration, contrasting, and sectioning. This results in the
    alteration of a highly hydrated environment and the potential introduction of
    artifacts. Other structural biology techniques, such as nuclear magnetic resonance
    (NMR) spectroscopy and X-ray crystallography, allow high-resolution analysis of
    protein structures but only work on homogenous and purified samples, hence lacking
    contextual information. Currently, no approach exists for the ultrastructural
    and structural study of extracellular components under native conditions in a
    physiological, 3D environment. \r\nIn this thesis, I have developed a workflow
    that allows for the ultrastructural analysis of the ECM in near-native conditions
    at molecular resolution. The developments I introduced include implementing a
    novel specimen preparation workflow for cell-derived matrices (CDMs) to render
    them compatible with ion-beam milling and subsequent high-resolution cryo-electron
    tomography (ET). \r\nTo this end, I have established protocols to generate CDMs
    grown over several weeks on EM grids that are compatible with downstream cryo-EM
    sample preparation and imaging techniques. Characterization of these ECMs confirmed
    that they contain essential ECM components such as collagen I, collagen VI, and
    fibronectin I in high abundance and hence represent a bona fide biologically-relevant
    sample. I successfully optimized vitrification of these specimens by testing various
    vitrification techniques and cryoprotectants. \r\nIn order to obtain high-resolution
    molecular insights into the ultrastructure and organization of CDMs, I established
    cryo-focused ion beam scanning electron microscopy (FIBSEM) on these challenging
    and complex specimens. I explored different approaches for the creation of thin
    cryo-lamellae by FIB milling and succeeded in optimizing the cryo-lift-out technique,
    resulting in high-quality lamellae of approximately 200 nm thickness. \r\nHigh-resolution
    Cryo-ET of these lamellae revealed for the first time the architecture of native
    CDM in the context of matrix-secreting cells. This allowed for the in situ visualization
    of fibrillar matrix proteins such as collagen, laying the foundation for future
    structural and ultrastructural characterization of these proteins in their near-native
    environment. \r\nIn summary, in this thesis, I present a novel workflow that combines
    state-of-the-art cryo-EM specimen preparation and imaging technologies to permit
    characterization of the ECM, an important tissue component in higher organisms.
    This innovative and highly versatile workflow will enable addressing far-reaching
    questions on ECM architecture, composition, and reciprocal ECM-cell interactions."
acknowledged_ssus:
- _id: EM-Fac
- _id: LifeSc
- _id: Bio
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Bettina
  full_name: Zens, Bettina
  id: 45FD126C-F248-11E8-B48F-1D18A9856A87
  last_name: Zens
  orcid: 0000-0002-9561-1239
citation:
  ama: Zens B. Ultrastructural characterization of natively preserved extracellular
    matrix by cryo-electron tomography. 2023. doi:<a href="https://doi.org/10.15479/at:ista:12491">10.15479/at:ista:12491</a>
  apa: Zens, B. (2023). <i>Ultrastructural characterization of natively preserved
    extracellular matrix by cryo-electron tomography</i>. Institute of Science and
    Technology Austria. <a href="https://doi.org/10.15479/at:ista:12491">https://doi.org/10.15479/at:ista:12491</a>
  chicago: Zens, Bettina. “Ultrastructural Characterization of Natively Preserved
    Extracellular Matrix by Cryo-Electron Tomography.” Institute of Science and Technology
    Austria, 2023. <a href="https://doi.org/10.15479/at:ista:12491">https://doi.org/10.15479/at:ista:12491</a>.
  ieee: B. Zens, “Ultrastructural characterization of natively preserved extracellular
    matrix by cryo-electron tomography,” Institute of Science and Technology Austria,
    2023.
  ista: Zens B. 2023. Ultrastructural characterization of natively preserved extracellular
    matrix by cryo-electron tomography. Institute of Science and Technology Austria.
  mla: Zens, Bettina. <i>Ultrastructural Characterization of Natively Preserved Extracellular
    Matrix by Cryo-Electron Tomography</i>. Institute of Science and Technology Austria,
    2023, doi:<a href="https://doi.org/10.15479/at:ista:12491">10.15479/at:ista:12491</a>.
  short: B. Zens, Ultrastructural Characterization of Natively Preserved Extracellular
    Matrix by Cryo-Electron Tomography, Institute of Science and Technology Austria,
    2023.
corr_author: '1'
date_created: 2023-02-02T14:50:20Z
date_published: 2023-02-02T00:00:00Z
date_updated: 2026-04-07T13:49:23Z
day: '02'
ddc:
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degree_awarded: PhD
department:
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- _id: FlSc
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keyword:
- cryo-EM
- cryo-ET
- FIB milling
- method development
- FIBSEM
- extracellular matrix
- ECM
- cell-derived matrices
- CDMs
- cell culture
- high pressure freezing
- HPF
- structural biology
- tomography
- collagen
language:
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month: '02'
oa: 1
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  name: Integrated visual proteomics of reciprocal cell-extracellular matrix interactions
- _id: 059B463C-7A3F-11EA-A408-12923DDC885E
  name: "NÃ\x96-Fonds Preis fÃ¼r die Jungforscherin des Jahres am IST Austria"
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  issn:
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publication_status: published
publisher: Institute of Science and Technology Austria
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status: public
supervisor:
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  full_name: Schur, Florian KM
  id: 48AD8942-F248-11E8-B48F-1D18A9856A87
  last_name: Schur
  orcid: 0000-0003-4790-8078
title: Ultrastructural characterization of natively preserved extracellular matrix
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type: dissertation
user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd
year: '2023'
...
---
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abstract:
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  text: "Small synthetic discrete tomography problems.\r\nSizes are 32x32, 64z64 and
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  full_name: Swoboda, Paul
  id: 446560C6-F248-11E8-B48F-1D18A9856A87
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citation:
  ama: Swoboda P. Synthetic discrete tomography problems. 2016. doi:<a href="https://doi.org/10.15479/AT:ISTA:46">10.15479/AT:ISTA:46</a>
  apa: Swoboda, P. (2016). Synthetic discrete tomography problems. Institute of Science
    and Technology Austria. <a href="https://doi.org/10.15479/AT:ISTA:46">https://doi.org/10.15479/AT:ISTA:46</a>
  chicago: Swoboda, Paul. “Synthetic Discrete Tomography Problems.” Institute of Science
    and Technology Austria, 2016. <a href="https://doi.org/10.15479/AT:ISTA:46">https://doi.org/10.15479/AT:ISTA:46</a>.
  ieee: P. Swoboda, “Synthetic discrete tomography problems.” Institute of Science
    and Technology Austria, 2016.
  ista: Swoboda P. 2016. Synthetic discrete tomography problems, Institute of Science
    and Technology Austria, <a href="https://doi.org/10.15479/AT:ISTA:46">10.15479/AT:ISTA:46</a>.
  mla: Swoboda, Paul. <i>Synthetic Discrete Tomography Problems</i>. Institute of
    Science and Technology Austria, 2016, doi:<a href="https://doi.org/10.15479/AT:ISTA:46">10.15479/AT:ISTA:46</a>.
  short: P. Swoboda, (2016).
contributor:
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  first_name: Jan
  last_name: Kuske
datarep_id: '46'
date_created: 2018-12-12T12:31:31Z
date_published: 2016-09-20T00:00:00Z
date_updated: 2024-02-21T13:50:21Z
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ddc:
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department:
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doi: 10.15479/AT:ISTA:46
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file_date_updated: 2020-07-14T12:47:02Z
has_accepted_license: '1'
keyword:
- discrete tomography
license: https://creativecommons.org/publicdomain/zero/1.0/
month: '09'
oa: 1
oa_version: Published Version
publisher: Institute of Science and Technology Austria
status: public
title: Synthetic discrete tomography problems
tmp:
  image: /images/cc_0.png
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type: research_data
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
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...
