cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.10804006
title: SignWriting Database

description: The SW database is composed of 7997 binary images divided into 103 classes, which were defined after a joint study with the Brazilian deaf community. For more details, please refer to [1,2]. Up to now, 30 people, deaf and non-deaf, contributed to the database. 

The SW Database may be used for non-commercial research provided you acknowledge the source of the image by citing the following paper in publications about your research:









D. Stiehl, L. S. Oliveira, C. Guimarães, A. S. Britto Jr, Towards a SignWriting Recognition System, International Conference on Document Analysis and Recognition (ICDAR 2015), Nancy, France, 2015.





Related papers







[1] C. Guimarães, J. F. Guardezi, and S. Fernandes. Sign language writing acquisition – technology for a writing system. In 47th Hawaii International Conference on System Science, pages 120–129. IEEE, 2014.

[2] C. Guimarães, S. Fernandes, J. F. Guardezi, and L. S. Oliveira. Deaf culture and sign language writing system: a database for a new approach to writing system recognition technology. In 47th Hawaii International Conference on System Science, pages 3368–3377, 2014.
DOI: 10.5281/zenodo.10419410
title: Tunable rebound of millimeter-sized rigid balls by magnetic actuation of elastomer-based surface microstructures

description: This is the data used to plot Figures 7-10 of our paper "Tunable rebound of millimeter-sized rigid balls by magnetic actuation of elastomer-based surface microstructures".
DOI: 10.5281/zenodo.10419411
title: Tunable rebound of millimeter-sized rigid balls by magnetic actuation of elastomer-based surface microstructures

description: This is the data used to plot Figures 7-10 of our paper "Tunable rebound of millimeter-sized rigid balls by magnetic actuation of elastomer-based surface microstructures".
DOI: 10.6084/m9.figshare.25379197
title: kuppe_visium_human_heart spatial

description: Data used in GitHub Actions of panpipes
DOI: 10.6084/m9.figshare.25379197.v1
title: kuppe_visium_human_heart spatial

description: Data used in GitHub Actions of panpipes
DOI: 10.6084/m9.figshare.25379275.v1
title: Supplementary Material for: Sight-threatening immune retinopathy developing secondary to durvalumab treatment of small-cell lung cancer: A case report

description: Introcution: Given the recent additions of immune checkpoint inhibitors (ICIs) to various cancer treatments, adverse effects, especially involving the eyes, have been on the rise. Here, we report an acute exacerbation of cancer-associated retinopathy (CAR) triggered by durvalumab treatment of small-cell lung cancer (SCLC).
 Case presentation: A 81-year-old Asian male complained of a scotoma in the left eye after durvalumab administration, to treat small-cell lung cancer (SCLC). Humphrey visual field examination revealed a C-shaped temporal scotoma. Spectralis domain optical coherence tomography (SD-OCT) revealed outer retinal layer atrophy and progressive loss of the ellipsoid zone in the atrophic peripapillary area. Fundus autofluorescence (AF) images evidenced a large C-shaped hypoautofluorescence with enhanced AF at the margin of the atrophic area, thus at the position of the scotoma. We prescribed subtenon triamcinolone injections under suspicion of CAR exacerbation, supported by positive Western blotting results for Rab6 and aldolase, and immunohistochemical staining of photoreceptor cells. The disrupted ellipsoid zone evident on OCT partially recovered and a visual field test showed that the scotoma had improved.
 Conclusion: ICI-triggered exacerbation of CAR should be considered in SCLC patients before ICI treatment commences; an optimal treatment should preserve functional vision.
DOI: 10.6084/m9.figshare.25379275
title: Supplementary Material for: Sight-threatening immune retinopathy developing secondary to durvalumab treatment of small-cell lung cancer: A case report

description: Introcution: Given the recent additions of immune checkpoint inhibitors (ICIs) to various cancer treatments, adverse effects, especially involving the eyes, have been on the rise. Here, we report an acute exacerbation of cancer-associated retinopathy (CAR) triggered by durvalumab treatment of small-cell lung cancer (SCLC).
 Case presentation: A 81-year-old Asian male complained of a scotoma in the left eye after durvalumab administration, to treat small-cell lung cancer (SCLC). Humphrey visual field examination revealed a C-shaped temporal scotoma. Spectralis domain optical coherence tomography (SD-OCT) revealed outer retinal layer atrophy and progressive loss of the ellipsoid zone in the atrophic peripapillary area. Fundus autofluorescence (AF) images evidenced a large C-shaped hypoautofluorescence with enhanced AF at the margin of the atrophic area, thus at the position of the scotoma. We prescribed subtenon triamcinolone injections under suspicion of CAR exacerbation, supported by positive Western blotting results for Rab6 and aldolase, and immunohistochemical staining of photoreceptor cells. The disrupted ellipsoid zone evident on OCT partially recovered and a visual field test showed that the scotoma had improved.
 Conclusion: ICI-triggered exacerbation of CAR should be considered in SCLC patients before ICI treatment commences; an optimal treatment should preserve functional vision.
DOI: 10.17638/datacat.liverpool.ac.uk/2622
title: Shaun the Sheep Immersive

description: A report produced by the University of Liverpool for Aardman (April 2023) that outlines the process and findings of the UKRI project "Shaun the Sheep: Immersive Experience" (2020-23).
DOI: 10.17638/datacat.liverpool.ac.uk/2614
title: Antibiotic prescribing practices in community and clinical settings during the COVID-19 pandemic in Nairobi, Kenya

description: The COVID-19 pandemic has significantly impacted healthcare systems, including antibiotic use practices. We aimed to present data on patterns of antibiotic dispensing and use in community and hospital settings respectively in Nairobi, Kenya during the pandemic.
We conducted interviews with 243 pharmacies in Nairobi using a standardised questionnaire from November to December 2021. The data collected included demographic characteristics, antibiotic customers, types of antibiotics sold, and antibiotic prescribing practices. Additionally, we retrospectively reviewed health records for 992 and 738 patients admitted in COVID-19 and general wards at two large inpatient hospitals between April 2020 and May 2021, and January 2019 to October 2021, respectively. Demographic, utilisation of laboratory services, treatment, clinical, and outcome data were collected using a modified Global WHO Point Prevalence Surveys (Global-PPS) tool.
Almost all pharmacies (91.4%) served customers suspected of having COVID-19 with a mean weekly number of 15.6 customers. All pharmacies dispensed antibiotics, mainly azithromycin and beta lactams to suspected COVID-19 infected customers. Amongst the hospitalised COVID-19 patients, 83.4% received at least one antibiotic at some point during their hospitalisation, which was significantly higher than the 53.8% general ward patients 53.8% (p&lt;0.001). Similarly, the average number of antibiotics administered to COVID-19 patients was higher than that of patients in the general ward (1.74 vs 0.9). Azithromycin and ceftriaxone were the most commonly used antibiotics in COVID-19 patients compared to ceftriaxone and metronidazole in the general wards. Only 2% of antibiotic prescriptions for COVID-19 patients were supported by microbiological investigations, which was consistent with the proportion of 6.8% among the general ward population.
Antibiotics were commonly prescribed to customers and patients suspected of having COVID-19 either in community pharmacies or in hospital, without a prescription or laboratory diagnosis. These findings emphasize the crucial role of antibiotic stewardship, particularly in community pharmacies, in the context of COVID-19.
DOI: 10.17894/ucph.ae55cc62-1993-418c-aeb1-e7c6ee808bb3
title: Data for Agronomic performance of novel biobased fertilizers Results from field trials at five European sites
DOI: 10.6084/m9.figshare.25379278
title: kuppe_visium_human_heart reference

description: Data used in GitHub Actions of panpipes
DOI: 10.6084/m9.figshare.25379278.v1
title: kuppe_visium_human_heart reference

description: Data used in GitHub Actions of panpipes
DOI: 10.5281/zenodo.10804023
title: SLR AI Ethics - Screening records (Phase 1 & 2)

description: These two spreadsheets detail the rigorous screening carried out by the four members of the research team during phase 1 and phase 2.
DOI: 10.5281/zenodo.10804024
title: SLR AI Ethics - Screening records (Phase 1 & 2)

description: These two spreadsheets detail the rigorous screening carried out by the four members of the research team during phase 1 and phase 2.
DOI: 10.21942/uva.25379245
title: Communication in the Digital Society Survey in the Netherlands

description: The data collected in this project arose from a collective survey initiated by the Communication in the Digital Society initiative, which involved approximately 15 ASCoR researchers with related research interests. It was aimed at understanding the use of and attitude towards digital communication technologies among the Dutch population, including topics of algorithms, search engines, social media, smart speakers, and surveillance, and how these relate to political, media and sociodemographic characteristics. Further information regarding the survey is available at https://osf.io/yu64r/.Our specific project used this larger survey and analysed<i> N</i> = 187 filtered self-reports of Dutch parents. <br><br><br><br><br>
DOI: 10.21942/uva.25379245.v1
title: Communication in the Digital Society Survey in the Netherlands

description: The data collected in this project arose from a collective survey initiated by the Communication in the Digital Society initiative, which involved approximately 15 ASCoR researchers with related research interests. It was aimed at understanding the use of and attitude towards digital communication technologies among the Dutch population, including topics of algorithms, search engines, social media, smart speakers, and surveillance, and how these relate to political, media and sociodemographic characteristics. Further information regarding the survey is available at https://osf.io/yu64r/.Our specific project used this larger survey and analysed<i> N</i> = 187 filtered self-reports of Dutch parents. <br><br><br><br><br>
DOI: 10.14473/csda/v4phn7/idy04f
title: OM_V1101.pdf

description: Ostatní materiály
DOI: 10.14473/csda/v4phn7/aqx1id
title: D_V1101.pdf

description: Dotazník
DOI: 10.14473/csda/v4phn7/obybvk
title: K_V1101.pdf

description: Karty
DOI: 10.14473/csda/v4phn7/zceg2y
title: Nesstar_NS_1101_II_DataFile.tab

description: Data
DOI: 10.14473/csda/v4phn7/s7drty
title: TI_V1101.pdf

description: Technická informace
DOI: 10.14473/csda/v4phn7/82irmf
title: PR01_V1101.pdf

description: Stranické preference a volební model v lednu 2011. Tisková zpráva CVVM.
DOI: 10.14473/csda/v4phn7/7rdwud
title: PR10_V1101.pdf

description: Názory obyvatel na zadlužení a přijatelnost půjček. Tisková zpráva CVVM
DOI: 10.14473/csda/v4phn7/5olpsf
title: PR07_V1101.pdf

description: Občané o životní úrovni svých domácností - leden 2011. Tisková zpráva CVVM.
DOI: 10.14473/csda/v4phn7/7o9x1i
title: PR03_V1101.pdf

description: Důvěra stranickým představitelům. Tisková zpráva CVVM.
DOI: 10.14473/csda/v4phn7/wyd5yd
title: PR09_V1101.pdf

description: Názory obyvatel na členství v NATO a na obranu ČR. Tisková zpráva CVVM.
DOI: 10.14473/csda/v4phn7/j8isrf
title: PR06_V1101.pdf

description: Občané o ústavních pravomocích prezidenta a způsobu jeho volby. Tisková zpráva CVVM.
DOI: 10.14473/csda/v4phn7/gphgdh
title: PR12_V1101.pdf

description: Občané o některých opatřeních v daňové a rozpočtové oblasti. Tisková zpráva CVVM.
DOI: 10.14473/csda/v4phn7/d3j89u
title: PR11_V1101.pdf

description: Důvěra ústavním institucím a spokojenost s politickou situací v lednu 2011. Tisková zpráva CVVM.
DOI: 10.14473/csda/v4phn7/qysqvw
title: PR08_V1101.pdf

description: NATO ve veřejném mínění. Tisková zpráva CVVM.
DOI: 10.14473/csda/v4phn7/b442u3
title: PR04_V1101.pdf

description: Hodnocení působení Václava Klause v prezidentském úřadě. Tisková zpráva CVVM.
DOI: 10.14473/csda/v4phn7/cm71sy
title: PR15_V1101.pdf

description: Finanční krize očima české veřejnosti – leden 2011. Tisková zpráva CVVM.
DOI: 10.14473/csda/v4phn7/lzbcke
title: PR14_V1101.pdf

description: Inflace a reálné příjmy domácnosti očima veřejnosti – leden 2011. Tisková zpráva CVVM.
DOI: 10.14473/csda/v4phn7/fn4rmj
title: PR05_V1101.pdf

description: Občané o hospodářské situaci ČR - leden 2011. Tisková zpráva CVVM.
DOI: 10.14473/csda/v4phn7/nqtm0b
title: PR13_V1101.pdf

description: Hodnocení ekonomické situace a materiálních životních podmínek v středoevropském srovnání – leden 2011. Tisková zpráva CVVM.
DOI: 10.14473/csda/v4phn7
title: Naše společnost 2011 - leden

description: Kontinuální měsíční výzkum provedl výzkumný tým CVVM Sociologického ústavu AV ČR v rámci pravidelného měsíčního výzkumného projektu. Jsou při něm zjišťovány postoje a názory občanů. Výzkum provedl výzkumný tým CVVM Sociologického ústavu AV ČR v rámci výzkumu. "Naše společnost 2012". Sběr dat provedla tazatelská síť CVVM.
DOI: 10.14473/csda/v4phn7/enriuh
title: PR02_V1101.pdf

description: Spokojenost se stavem v oblastech veřejného života a očekáváný vývoj v roce 2011. Tisková zpráva CVVM.
DOI: 10.6084/m9.figshare.25305496
title: PooledData_Final.xlsxProlonged exertion of self-control causes increased sleep-like frontal brain activity and changes in aggressivity and punishment.

description: In this project,  we demonstrate that exerting self-control for 45 minutes leads to the appearance of sleep-like activity in frontal brain areas implicated in impulse control regulation and to an increased propensity to make aggressive socially relevant choices in economic games.
DOI: 10.6084/m9.figshare.25305523
title: GoNoGo_likert_analysis.xlsxProlonged exertion of self-control causesincreased sleep-like frontal brain activity andchanges in aggressivity and punishment.

description: In this project, we demonstrate that exerting self-control for 45 minutes leads to the appearance of sleep-like activity in frontal brain areas implicated in impulse control regulation and to an increased propensity to make aggressive socially relevant choices in economic games.
DOI: 10.6084/m9.figshare.25305523.v2
title: GoNoGo_likert_analysis.xlsxProlonged exertion of self-control causesincreased sleep-like frontal brain activity andchanges in aggressivity and punishment.

description: In this project, we demonstrate that exerting self-control for 45 minutes leads to the appearance of sleep-like activity in frontal brain areas implicated in impulse control regulation and to an increased propensity to make aggressive socially relevant choices in economic games.
DOI: 10.6084/m9.figshare.25305496.v1
title: PooledData_Final.xlsxProlonged exertion of self-control causes increased sleep-like frontal brain activity and changes in aggressivity and punishment.

description: In this project,  we demonstrate that exerting self-control for 45 minutes leads to the appearance of sleep-like activity in frontal brain areas implicated in impulse control regulation and to an increased propensity to make aggressive socially relevant choices in economic games.
DOI: 10.6084/m9.figshare.25305523.v1
title: GoNoGo_likert_analysis.xlsxProlonged exertion of self-control causesincreased sleep-like frontal brain activity andchanges in aggressivity and punishment.

description: In this project, we demonstrate that exerting self-control for 45 minutes leads to the appearance of sleep-like activity in frontal brain areas implicated in impulse control regulation and to an increased propensity to make aggressive socially relevant choices in economic games.
DOI: 10.6084/m9.figshare.23800401
title: Code and Data to produced SDM :: Matters Arising

description: <b>Code and Data to produced SDM.</b><b>Title: </b><b>Misconception of model transferability precludes estimates of seagrass community reorganization in a changing climate</b><b>Matters Arising from: Daru & Rock Nature Plants https://doi.org/10.1038/s41477-023-01445-6 (2023)</b>
DOI: 10.6084/m9.figshare.23800401.v2
title: Code and Data to produced SDM :: Matters Arising

description: <b>Code and Data to produced SDM.</b><b>Title: </b><b>Misconception of model transferability precludes estimates of seagrass community reorganization in a changing climate</b><b>Matters Arising from: Daru & Rock Nature Plants https://doi.org/10.1038/s41477-023-01445-6 (2023)</b>
DOI: 10.5258/soton/d3008
title: Dataset in support of the Southampton doctoral thesis 'Development and optimisation of high throughput screening systems in mammalian cells'

description: Next Generation Sequencing Data generated during PhD research at University of Southampton. This data covers the SX5 screens of Hypoxic cells and the SFX4 screens in HCT116 and MTAP cells.
This data will be available 'on request' when the embargo expires 5/3/2027 https://library.soton.ac.uk/datarequest
DOI: 10.5281/zenodo.10475646
title: Replication Package for: International Comovement in the Global Production Network

description: This package contains the data and code necessary to reproduce the figures and tables in Huo, Levchenko and Pandalai-Nayar (forthcoming). "International Comovement in the Global Production Network," Review of Economic Studies. Detailed instructions are given about accessing the raw data, and running the code to generate output.
DOI: 10.5281/zenodo.10475647
title: Replication Package for: International Comovement in the Global Production Network

description: This package contains the data and code necessary to reproduce the figures and tables in Huo, Levchenko and Pandalai-Nayar (forthcoming). "International Comovement in the Global Production Network," Review of Economic Studies. Detailed instructions are given about accessing the raw data, and running the code to generate output.
DOI: 10.5281/zenodo.10608235
title: Dark Matter Halo Merger Trees
title: GENESIS L10_N2048

description: This dataset is generated from the Genesis suite of dark matter only N-body simulations (C. Power et al in prep). L10_N2048 is a periodic cubical simulation of side 10 h^-1 Mpc, with 2048^3 particles each of mass 1.0e4 h^-1 solar units. It is used as the initial condition for models presented in E. M. Ventura et al. (2024) S. Balu, along with input from C. Power ran the simulation using the SWIFT (Schaller et al. 2023) cosmological code, identified haloes using the six-dimensional phase-space halo-finder VELOCIraptor (Elahi et al. 2019a), and constructed the merger trees with TREEFROG (Elahi et al. 2019b). During the halo-finding, Friends-of-Friends group require a minimum of 32 particles and the subhaloes need atleast 20 particles. S. Balu converted the original files into the format required by Meraxes using codes developed by S. Mutch with help from Y. Qin and E. M. Ventura.

After decompressing, the dataset has the following structure.

├── a_list.txt (the scale factor at all 120 snapshots)
├── grids (average density and velocity)
│   ├── snap
│   ├── snap_0000.hdf5
│   ├── snap_0001.hdf5
│   ├── ...
│   ├── snap_0119.hdf5
└── trees
    ├── meraxes_augmented_stats.h5 (forest information)
    └── trees_trimmed.hdf5 (halo properties)
DOI: 10.5281/zenodo.10608236
title: Dark Matter Halo Merger Trees
title: GENESIS L10_N2048

description: This dataset is generated from the Genesis suite of dark matter only N-body simulations (C. Power et al in prep). L10_N2048 is a periodic cubical simulation of side 10 h^-1 Mpc, with 2048^3 particles each of mass 1.0e4 h^-1 solar units. It is used as the initial condition for models presented in E. M. Ventura et al. (2024) S. Balu, along with input from C. Power ran the simulation using the SWIFT (Schaller et al. 2023) cosmological code, identified haloes using the six-dimensional phase-space halo-finder VELOCIraptor (Elahi et al. 2019a), and constructed the merger trees with TREEFROG (Elahi et al. 2019b). During the halo-finding, Friends-of-Friends group require a minimum of 32 particles and the subhaloes need atleast 20 particles. S. Balu converted the original files into the format required by Meraxes using codes developed by S. Mutch with help from Y. Qin and E. M. Ventura.

After decompressing, the dataset has the following structure.

├── a_list.txt (the scale factor at all 120 snapshots)
├── grids (average density and velocity)
│   ├── snap
│   ├── snap_0000.hdf5
│   ├── snap_0001.hdf5
│   ├── ...
│   ├── snap_0119.hdf5
└── trees
    ├── meraxes_augmented_stats.h5 (forest information)
    └── trees_trimmed.hdf5 (halo properties)
DOI: 10.25403/upresearchdata.25323946
title: Advancing image modelling using level-sets : simulation, convergence, practical inference analysis

description: The supporting material includes figures and tables detailing the use of level-sets within image modelling in the thesis titled 'Enhancing spatial image analysis: modelling perspectives on the usefulness of level-sets'. Specifically the use of level-sets for noise removal in images, enhancing the existing Adaptive Median Smoother technique. Level-sets are then used to represent images as graphical models. These graphical model representation are then used to train model image of the fibrin networks of healthy and asthmatic patients to allow for inference to be drawn. Lastly, it is shown how level-sets can be used to improve a technique called D-RISE for improved explainability of deep learning models.
DOI: 10.25403/upresearchdata.25323946.v1
title: Advancing image modelling using level-sets : simulation, convergence, practical inference analysis

description: The supporting material includes figures and tables detailing the use of level-sets within image modelling in the thesis titled 'Enhancing spatial image analysis: modelling perspectives on the usefulness of level-sets'. Specifically the use of level-sets for noise removal in images, enhancing the existing Adaptive Median Smoother technique. Level-sets are then used to represent images as graphical models. These graphical model representation are then used to train model image of the fibrin networks of healthy and asthmatic patients to allow for inference to be drawn. Lastly, it is shown how level-sets can be used to improve a technique called D-RISE for improved explainability of deep learning models.
DOI: 10.6084/m9.figshare.25038423
title: An acceptance sampling plan for the odd exponential-logarithmic Fréchet distribution: applications to quality control data

description: This study focuses on implementing a group acceptance sampling plan (GASP) for simultaneous inspection of objects with complex lifespan patterns described by the odd exponential logarithmic (OEL) Fréchet distribution. The inspiration from the proposed model stems from the challenges posed by the objects that exhibited right-skewed, j-shaped, reversed j-shaped and nearly symmetric densities, along with decreasing and increasing hazard rates. A mathematical function is derived to identify key points in the distribution, crucial for designing the inspection process based on factors like testing duration and acceptable risk levels. Performance is assessed across various quality levels, with a simulation study providing insights into parameter changes. The results are clarified <i>via</i> visual representations. The minimum ratios of actual to expected lifespan at specific risk levels, utilizing real-world data to validate the approach are computed. Finally, a comparison is driven in the quest of highlighting the efficacy and versatility of the proposed acceptance sampling plan (ASP) under the inverse log-logistic and generalized exponential (GE) models.