cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.4744917
title: Simulation data products for "The global structure of magnetic fields and gas in simulated Milky Way galaxies"

description: This contains the simulation data products used in the publication "The global structure of magnetic fields and gas in simulated Milky Way galaxies." Two simulation snapshots at different simulated times (t ~ 556 Myr and t ~ 976 Myr) are included from the magnetohydrodynamic (MHD) simulation, and one simulation snapshot from the hydrodynamic simulation (t ~ 976 Myr) is included in Gadget-2/GIZMO HDF5 format, along with processed data products from each of the simulation snapshots in NPZ (NumPy array archive) format and visualizations of the processed data products as images in PNG format. The datasets and attributes within the HDF5 simulation snapshot files are described in the GIZMO User's Guide and may be analyzed with, e.g., yt or gadgetviewer.
description: This research was supported by the Australian Research Council through its Discovery Projects and Future Fellowship Funding Schemes, awards DP190101258 and FT180100375. This research was undertaken with the assistance of resources and services from the National Computational Infrastructure (NCI), which is supported by the Australian Government.
DOI: 10.1285/i20705948v12n4p720
title: The role of employability in students during academic experience: a preliminary study through PLS-PM technique

description: In the current socio-economic scenario, affected by constant changes inthe labor market, employability found greater echo. Universities frequently adopt strategies aimed at improving the employability and usefulness of theareas of competence, motivation and interests of young graduates and workers. In this study a preliminary research was conducted on a sample of 84 university students who attended a consulting service at the University of Salento, the Career Service Office. The average age of the sample was 26.74 years (DS = 4.95), 63% women, 71.4% unemployed. The tool used was a questionnaire-interview. The aim of this research was to assess the role of employability and its influence on personal variables and active work behaviours, as job searching activities. Analyses were conducted through PLS-PM technique, a non-parametrical SEM modeling, and demonstrated that employability affects job search and personal efficacy, while personal efficacy had a non signicant relation with job search behaviours.
DOI: 10.6084/m9.figshare.24547312.v1
title: Supplementary Material for: Sensitivity and Accuracy of Doppler Ultrasound compared to CT Angiography for the Diagnosis of Carotid Webs: Systematic Review

description: Introduction: Carotid webs (CaW) are increasingly recognized as a cause of cryptogenic acute ischemic stroke (AIS). Due to the risk of recurrent ischemic stroke associated with CaW, it is important to identify them. Although several studies report digital subtraction angiography (DSA) and computerized tomography angiography (CTA) to be better at diagnosing CaW than Doppler ultrasound (DUS), it remains to be defined which is the best radiological method to diagnose CaW. Our aim was to evaluate sensitivity and accuracy of DUS compared to CTA for CaW diagnosis. Methods: We searched PUBMED and EMBASE databases from inception through August 2022. We included studies with patients with CaW diagnosed by DUS and/or CTA, in which both methods were used in each patient. Demographic characteristics, diagnostic reports of each method and histology reports were collected. Descriptive analysis and sensitivity and accuracy estimates were made to evaluate DUS compared to CTA. Results: We included 27 articles in the systematic review (121 patients with CaW). DUS identified 94 patients with CaW and CTA 116 patients. DUS missed diagnosis in 22.3% (27 patients) and CTA did not identified CaW detected by DUS in 4.13% (5 patients). Accuracy rate between DUS and CTA was 73.6% (95% CI 64.8 to 81.2%). Sensitivity of DUS to diagnose CaW compared to CTA was 76.7% (95% CI 68.0 to 84.1%). Most common misdiagnosis with DUS were normal exam (44.4%), atherosclerosis (22.2%) and dissection (22.2%). Conclusion: The sensitivity and accuracy of DUS to diagnosis of CaW were moderate. It might detect CaW in some cases in which it was not identified by CTA. Increase recognition of CaW and specific ultrasound protocols may enhance diagnosis of CaW by DUS.
DOI: 10.34740/kaggle/dsv/7072333
title: LUFlow Network Intrusion Detection Data Set
DOI: 10.25934/pr00001994.0
title: Data Package for study.

description: Vivli is an independent, non-profit organization that has developed a global data-sharing and analytics platform to serve all elements of the international research community. Our mission is to promote, coordinate, and facilitate scientific sharing and reuse of clinical research data through the creation and implementation of a sustainable global data-sharing enterprise. The Vivli platform includes an independent data repository, in-depth search engine and a cloud-based, secure analytics platform.
DOI: 10.25934/pr00002363.0
title: Data Package for study.

description: Vivli is an independent, non-profit organization that has developed a global data-sharing and analytics platform to serve all elements of the international research community. Our mission is to promote, coordinate, and facilitate scientific sharing and reuse of clinical research data through the creation and implementation of a sustainable global data-sharing enterprise. The Vivli platform includes an independent data repository, in-depth search engine and a cloud-based, secure analytics platform.
DOI: 10.6084/m9.figshare.24647943
title: Supplementary of ivermectin plasma and whole blood method

description: <b>Supplementary material: </b><b>Determination of ivermectin in plasma and whole blood using LC-MS/MS</b>
DOI: 10.34740/kaggle/dsv/7072406
title: Egypt Gold Prices | Daily Updated
DOI: 10.17632/btbjtn2ff5.1
title: Structural and functional insights into the enzymatic plasticity of the SARS-CoV-2 NiRAN Domain

description: These data are raw images of SDS-PAGE gels showing the RNAylation or deRNAylation of SARS-CoV-2 nsp9.
DOI: 10.6084/m9.figshare.19074476
title: <b>Weibo Topic Data of the </b><b>M5.7</b><b> Yibin Earthquake</b>

description: <b>Disclaimer: This data is only for academic research and is not intended for commercial or other purposes.</b><b> </b><b>If you want to cite this data, please apply to the author for approval first.</b>Through the topic crawler on Weibo, I crawled the topic data of the earthquake with a magnitude of 5.7 in Yibin, China, to visualize the earthquake network public opinion, and further study the dissemination and influencing factors of the earthquake network public opinion. I declare that the data is only for academic research and not for commercial use, thank you for your understanding!
DOI: 10.25934/pr00002365.0
title: Data Package for study.

description: Vivli is an independent, non-profit organization that has developed a global data-sharing and analytics platform to serve all elements of the international research community. Our mission is to promote, coordinate, and facilitate scientific sharing and reuse of clinical research data through the creation and implementation of a sustainable global data-sharing enterprise. The Vivli platform includes an independent data repository, in-depth search engine and a cloud-based, secure analytics platform.
DOI: 10.6084/m9.figshare.24647850
title: 既有建筑热缓冲空间优化设计研究——以合肥某写字楼为例

description: 本文以合肥市一栋老旧办公楼为研究对象，通过实地实测和模拟，探讨了不同缓冲空间对室内风热环境的影响。采用正角线试验方法对建筑缓冲空间变量进行评价和比较，以确定影响室内环境的因素。研究发现，改变缓冲空间大小可以有效改善建筑空间的风热环境，为建筑节能减排和绿色改造提供理论依据和参考。
DOI: 10.6084/m9.figshare.24647850.v1
title: 既有建筑热缓冲空间优化设计研究——以合肥某写字楼为例

description: 本文以合肥市一栋老旧办公楼为研究对象，通过实地实测和模拟，探讨了不同缓冲空间对室内风热环境的影响。采用正角线试验方法对建筑缓冲空间变量进行评价和比较，以确定影响室内环境的因素。研究发现，改变缓冲空间大小可以有效改善建筑空间的风热环境，为建筑节能减排和绿色改造提供理论依据和参考。
DOI: 10.6084/m9.figshare.22815770.v2
title: Classification, Challenges, and Automated Approaches to Handle Non-Functional Requirements in ML-Enabled Systems: A Systematic Literature Review

description: This item contains the replication package related to the paper " Classification, Challenges, and Automated Approaches to Handle Non-Functional Requirements in ML-Enabled Systems: A Systematic Literature Review" includes the results of the various step of our study and plots
DOI: 10.5281/zenodo.10156860
title: MuSHRoom: Multi-Sensor Hybrid Room Dataset for Joint 3D Reconstruction and Novel View Synthesis (Mesh)

description: Metaverse technologies demand accurate, real-time, and immersive modeling on consumer-grade hardware for both non-human perception (e.g., drone/robot/autonomous car navigation) and immersive technologies like AR/VR, requiring both structural accuracy and photorealism. However, there exists a knowledge gap in how to apply geometric reconstruction and photorealism modeling (novel view synthesis) in a unified framework.
To address this gap and promote the development of robust and immersive modeling and rendering with consumer-grade devices, first, we propose a real-world Multi-Sensor Hybrid Room Dataset (MuSHRoom). Our dataset presents exciting challenges and requires state-of-the-art methods to be cost-effective, robust to noisy data and devices, and can jointly learn 3D reconstruction and novel view synthesis, instead of treating them as separate tasks, making them ideal for real-world applications. Second, we benchmark several famous pipelines on our dataset for joint 3D mesh reconstruction and novel view synthesis. Finally, in order to further improve the overall performance, we propose a new method that achieves a good trade-off between the two tasks. Our dataset and benchmark show great potential in promoting the improvements for fusing 3D reconstruction and high-quality rendering in a robust and computationally efficient end-to-end fashion.
DOI: 10.5281/zenodo.10156859
title: MuSHRoom: Multi-Sensor Hybrid Room Dataset for Joint 3D Reconstruction and Novel View Synthesis (Mesh)

description: Metaverse technologies demand accurate, real-time, and immersive modeling on consumer-grade hardware for both non-human perception (e.g., drone/robot/autonomous car navigation) and immersive technologies like AR/VR, requiring both structural accuracy and photorealism. However, there exists a knowledge gap in how to apply geometric reconstruction and photorealism modeling (novel view synthesis) in a unified framework.
To address this gap and promote the development of robust and immersive modeling and rendering with consumer-grade devices, first, we propose a real-world Multi-Sensor Hybrid Room Dataset (MuSHRoom). Our dataset presents exciting challenges and requires state-of-the-art methods to be cost-effective, robust to noisy data and devices, and can jointly learn 3D reconstruction and novel view synthesis, instead of treating them as separate tasks, making them ideal for real-world applications. Second, we benchmark several famous pipelines on our dataset for joint 3D mesh reconstruction and novel view synthesis. Finally, in order to further improve the overall performance, we propose a new method that achieves a good trade-off between the two tasks. Our dataset and benchmark show great potential in promoting the improvements for fusing 3D reconstruction and high-quality rendering in a robust and computationally efficient end-to-end fashion.
DOI: 10.5281/zenodo.10212586
title: 19ENG08.Measurement_efficiency1.PTB.CWD.v1.20231106

description: Representative dataset of measurement and calibration data of a 2.75 MW nacelle performed at CWD with the aim of traceable efficiency determination.
description: The project 19ENG08 – WindEFCY has received funding from the EMPIR programme co-financed by the Participating States and from the European Union's Horizon 2020 research and innovation programme.
DOI: 10.5281/zenodo.10212585
title: 19ENG08.Measurement_efficiency1.PTB.CWD.v1.20231106

description: Representative dataset of measurement and calibration data of a 2.75 MW nacelle performed at CWD with the aim of traceable efficiency determination.
description: The project 19ENG08 – WindEFCY has received funding from the EMPIR programme co-financed by the Participating States and from the European Union's Horizon 2020 research and innovation programme.
DOI: 10.5258/soton/d2871
title: Dataset supporting the University of Southampton Doctoral Thesis "Countermeasures for cache contention-based attacks based on randomisation remapping"

description: This dataset is supporting the University of Southampton Doctoral Thesis "Countermeasures for cache contention-based attacks based on randomisation remapping". The data contains the modified gem5 simulator and the security simulations: profiling_sim is the profiling simulation files including both the simulations results to the CEASER-SH cache and the DY cache. Other files are the modified files from the gem5 simulator. (You can find the same folders in the original gem5 simulator). The data is accessible via CC BY license.
DOI: 10.17909/8ref-ye65
title: SY Cha MIRI-MRS GTO Observations
DOI: 10.5281/zenodo.10212752
title: Conservation Ethnographies

description: This dataset comprises PhD theses, jounral articles, books and reports that are about organsational ethnographies conducted with and on conservation organisations.
Ethnography based conservation organisation literature csv. contains 211 studies which were found through a systematic scoping study as part of research that is published in Methods Ecology and Evoloution. The dataset contains articles, books, journals and reports which are related to ethnography and conservation organisations and institutions.
The Methodology orientated studies, comprises 26 entries and are the shortlisted studies that met our inclusion criteria as per the published article in Methods Ecology and Evoloution.
DOI: 10.5281/zenodo.10212753
title: Conservation Ethnographies

description: This dataset comprises PhD theses, jounral articles, books and reports that are about organsational ethnographies conducted with and on conservation organisations.
Ethnography based conservation organisation literature csv. contains 211 studies which were found through a systematic scoping study as part of research that is published in Methods Ecology and Evoloution. The dataset contains articles, books, journals and reports which are related to ethnography and conservation organisations and institutions.
The Methodology orientated studies, comprises 26 entries and are the shortlisted studies that met our inclusion criteria as per the published article in Methods Ecology and Evoloution.
DOI: 10.14459/2023mp1723389
title: Packed to the Brim: Analyzing Highly Responsive Prefixes on the Internet - Dataset

description: This dataset contains the evaluation data used as part of our paper “Packed to the Brim: Analyzing Highly Responsive Prefixes on the Internet”. It includes the port scan data collected during our measurement campaigns. Please refer to https://hrp-stats.github.io for more information on how we used it and how to reproduce our results. We will also publish continuous HRP datasets for port 80 and 443 on the website.
DOI: 10.5281/zenodo.10209490
title: SURFEX-MEGAN model outputs

description: The provided data represent the output of the different simulations performed in the submitted GMD paper "Evaluation of isoprene emissions from the coupled model SURFEX-MEGAN2.1"
description: FLUX2019ERA5_annual.nc represents the annual isoprene mean of the reference simulation. The other files represent the output of S1, S2 and S3 sensitivity simulations.
DOI: 10.5281/zenodo.10209491
title: SURFEX-MEGAN model outputs

description: The provided data represent the output of the different simulations performed in the submitted GMD paper "Evaluation of isoprene emissions from the coupled model SURFEX-MEGAN2.1"
description: FLUX2019ERA5_annual.nc represents the annual isoprene mean of the reference simulation. The other files represent the output of S1, S2 and S3 sensitivity simulations.
DOI: 10.6084/m9.figshare.21793012.v1
title: Dexamethasone versus prednisone/prednisolone in the management of pediatric patients with acute asthmatic exacerbations: a systematic review and meta-analysis

description: Acute asthmatic exacerbation is a common condition for pediatric emergency visits. Recently, dexamethasone has increasingly been used as an alternative to prednisone. This study aimed to evaluate the safety and efficacy of dexamethasone (DEX) against prednisone/prednisolone (PRED) in managing pediatric patients with acute asthmatic exacerbation. Cochrane, Embase, PubMed, Scopus, and Web of Science were searched for articles from their inception to August 2022 by two independent reviewers using the Preferred Reporting Items for Systematic Reviews and Meta-analysis (PRISMA) system. The review was registered prospectively with PROSPERO (CRD42022353462). From 316 studies screened, seventeen studies met the eligibility criteria, with 5967 pediatric patients experiencing an asthma exacerbation requiring treatment with either DEX (<i>n</i> = 2865) or PRED (<i>n</i> = 3102). Baseline patient characteristics (age, sex, PRAM (pediatric respiratory assessment measure), previous corticosteroid and beta-agonist inhaler) were comparable between groups. After treatment administration, the DEX group had fewer vomiting incidents (OR = 0.24, 95% CI: 0.11, 0.51, I<sup>2</sup> = 58%) and reduced noncompliance events (OR = 0.12, 95% CI: 0.04, 0.34, I<sup>2</sup> = 0%) when compared to the PRED group. Regarding emergency-department (ED)-related outcomes, there were no differences in hospital admission rates (OR = 0.83, 95% CI: 0.58, 1.19, I<sup>2</sup> = 15%), time spent in the ED (MD= −0.11 h, 95% CI: −0.52; 0.30, I<sup>2</sup> = 82%) or relapse occurrences (OR = 0.67, 95% CI: 0.30, 1.49, I<sup>2</sup> = 52%) between both groups. Although there were no differences between the DEX and PRED groups in terms of hospital admission rates, time spent in the ED or relapse events, pediatric patients receiving DEX experienced lower noncompliance and vomiting rates.
DOI: 10.6084/m9.figshare.21793012
title: Dexamethasone versus prednisone/prednisolone in the management of pediatric patients with acute asthmatic exacerbations: a systematic review and meta-analysis

description: Acute asthmatic exacerbation is a common condition for pediatric emergency visits. Recently, dexamethasone has increasingly been used as an alternative to prednisone. This study aimed to evaluate the safety and efficacy of dexamethasone (DEX) against prednisone/prednisolone (PRED) in managing pediatric patients with acute asthmatic exacerbation. Cochrane, Embase, PubMed, Scopus, and Web of Science were searched for articles from their inception to August 2022 by two independent reviewers using the Preferred Reporting Items for Systematic Reviews and Meta-analysis (PRISMA) system. The review was registered prospectively with PROSPERO (CRD42022353462). From 316 studies screened, seventeen studies met the eligibility criteria, with 5967 pediatric patients experiencing an asthma exacerbation requiring treatment with either DEX (<i>n</i> = 2865) or PRED (<i>n</i> = 3102). Baseline patient characteristics (age, sex, PRAM (pediatric respiratory assessment measure), previous corticosteroid and beta-agonist inhaler) were comparable between groups. After treatment administration, the DEX group had fewer vomiting incidents (OR = 0.24, 95% CI: 0.11, 0.51, I<sup>2</sup> = 58%) and reduced noncompliance events (OR = 0.12, 95% CI: 0.04, 0.34, I<sup>2</sup> = 0%) when compared to the PRED group. Regarding emergency-department (ED)-related outcomes, there were no differences in hospital admission rates (OR = 0.83, 95% CI: 0.58, 1.19, I<sup>2</sup> = 15%), time spent in the ED (MD= −0.11 h, 95% CI: −0.52; 0.30, I<sup>2</sup> = 82%) or relapse occurrences (OR = 0.67, 95% CI: 0.30, 1.49, I<sup>2</sup> = 52%) between both groups. Although there were no differences between the DEX and PRED groups in terms of hospital admission rates, time spent in the ED or relapse events, pediatric patients receiving DEX experienced lower noncompliance and vomiting rates.
DOI: 10.6084/m9.figshare.22010051
title: Primary health care utilization and hospital readmission in children with asthma: a multi-site linked data cohort study

description: To (1) describe primary health care utilization and (2) estimate the effect of primary care early follow-up, continuity, regularity, frequency, and long consultations on asthma hospital readmission, including secondary outcomes of emergency (ED) presentations, asthma preventer adherence, and use of rescue oral corticosteroids within 12 months. An Australian multi-site cohort study of 767 children aged 3–18 years admitted with asthma between 2017 and 2018, followed up for at least 12 months with outcome and primary care exposure data obtained through linked administrative datasets. We estimated the effect of primary care utilization through a modified Poisson regression adjusting for child age, asthma severity, socioeconomic status and self-reported GP characteristics. The median number of general practitioner (GP) consultations, unique GPs and clinics visited was 9, 5, and 4, respectively. GP care was irregular and lacked continuity, only 152 (19.8%) children visited their usual GP on more than 60% of occasions. After adjusting for confounders, there was overall weak indication of effects due to any of the exposures. Increased frequency of GP visits was associated with reduced readmissions (4–14 visits associated with risk ratio of 0.71, 95% CI 0.50–1.00, <i>p</i> = 0.05) and ED presentations (&gt;14 visits associated risk ratio 0.62, 95% CI 0.42–0.91, <i>p</i> = 0.02). Our study demonstrates that primary care use by children with asthma is often irregular and lacking in continuity. This highlights the importance of improving accessibility, consistency in care, and streamlining discharge communication from acute health services.
DOI: 10.6084/m9.figshare.22010051.v1
title: Primary health care utilization and hospital readmission in children with asthma: a multi-site linked data cohort study

description: To (1) describe primary health care utilization and (2) estimate the effect of primary care early follow-up, continuity, regularity, frequency, and long consultations on asthma hospital readmission, including secondary outcomes of emergency (ED) presentations, asthma preventer adherence, and use of rescue oral corticosteroids within 12 months. An Australian multi-site cohort study of 767 children aged 3–18 years admitted with asthma between 2017 and 2018, followed up for at least 12 months with outcome and primary care exposure data obtained through linked administrative datasets. We estimated the effect of primary care utilization through a modified Poisson regression adjusting for child age, asthma severity, socioeconomic status and self-reported GP characteristics. The median number of general practitioner (GP) consultations, unique GPs and clinics visited was 9, 5, and 4, respectively. GP care was irregular and lacked continuity, only 152 (19.8%) children visited their usual GP on more than 60% of occasions. After adjusting for confounders, there was overall weak indication of effects due to any of the exposures. Increased frequency of GP visits was associated with reduced readmissions (4–14 visits associated with risk ratio of 0.71, 95% CI 0.50–1.00, <i>p</i> = 0.05) and ED presentations (&gt;14 visits associated risk ratio 0.62, 95% CI 0.42–0.91, <i>p</i> = 0.02). Our study demonstrates that primary care use by children with asthma is often irregular and lacking in continuity. This highlights the importance of improving accessibility, consistency in care, and streamlining discharge communication from acute health services.