Skip to main content
Powered by ShareScore

Find research datasets worth reusing

Search datasets from major research repositories and use ShareScore to quickly assess how well each record supports discovery, access, and reuse.

12,393

datasets available to search

ShareScore release 0.9.0

Reset

Dataset results

12,393 results for “materiality”

Learn how ShareScore rates datasets ↗
zenodo32/100

Supplementary material 2 from: Mosyakin SL, de Lange PJ (2018) Anemonastrum tenuicaule and A. antucense (Ranunculaceae), new combinations for a New Zealand endemic species and its South American relative. PhytoKeys 99: 107-124. https://doi.org/10.3897/phytokeys.99.26489

Supplementary material 2 from: Mosyakin SL, de Lange PJ (2018) Anemonastrum tenuicaule and A. antucense (Ranunculaceae), new combinations for a New Zealand endemic species and its South American relative. PhytoKeys 99: 107-124. https://doi.org/10.3897/phytokeys.99.26489

opencc-by-4.0May 2018View details →
zenodo32/100

Supplementary material 1 from: Kotov S, Gontova T, Kononenko N, Chernyavski E, Chikitkina V (2022) Phytochemical analysis and anti-allergic activity of a combined herbal medicine based on bur-marigold, calendula and hawthorn. Pharmacia 69(1): 237-247. https://doi.org/10.3897/pharmacia.69.e77624

HPLC results for dry extracts of the bur-marigold herb, calendula flowers, hawthorn leafand flowers and combined extract

opencc-zeroMar 2022View details →
zenodo32/100

Validating x-ray line-profile defect analysis using atomistic models of deformed material

<p>Data and analysis (scripts and Jupyter notebooks) associated with publications:</p> <p>Validating x-ray line-profile defect analysis using atomistic models of deformed material (submitted to Physical Review Materials)</p> <p>Validation of x-ray line-profile analysis of extended defects in deformed crystals (submitted to Physical Review Letters)</p> <p>Preprints of these papers are included here</p>

opencc-by-4.0Mar 2022View details →
zenodo32/100

Supplementary materials of the paper Identifying benchmark units for research management and evaluation

<p>Supplementary materials&nbsp;of the paper Identifying benchmark units for research management and evaluation</p> <p>Supplementary1 Rsearch topics of Hero-m and SciLifeLab</p> <p>Supplementary2 Topics of benchmarks</p> <p>Supplementary3 Measures of connectivity</p>

opencc-by-4.0Mar 2022View details →
dryad32/100

Supplemental material for: Clinical and neuroimaging outcomes of direct endovascular thrombectomy vs. bridging therapy in large vessel occlusion patients: a secondary analysis of SELECT cohort study

<p><b>Objective:</b> To evaluate the comparative safety and efficacy of direct endovascular thrombectomy(dEVT) compared to bridging therapy(BT:IV-tPA+EVT) and assess if BT potential benefit relates to stroke severity, size and initial presentation to EVT vs. non-EVT center.</p> <p><b>Methods:</b> In a prospective multicenter cohort-study of imaging selection for endovascular thrombectomy[SELECT], anterior-circulation large vessel occlusion (LVO) patients presenting to EVT-capable centers within 4.5hours from last-known-well were stratified into BT vs. dEVT.<b><i> </i></b>The primary outcome was 90-day functional independence[modified Rankin Scale(mRS)=0-2]. Secondary outcomes included a shift across 90-day mRS grades, mortality, symptomatic intracranial hemorrhage. We also performed subgroup-analyses according to initial presentation to EVT-capable center (direct versus transfer), stroke severity and baseline infarct core volume.</p> <p><b>Results:</b> We identified 226 LVOs (54%:men, mean age:65.6±14.6years, median NIHSS-score: 17, 28% received dEVT). Median time from arrival to groin-puncture did not differ in BT-patients when presenting directly[dEVT:1.43 (IQR=1.13-1.90) hours vs. BT:1.58(IQR=1.27-2.02)hours,p=0.40] or transferred to EVT-capable centers[dEVT:1.17 (IQR: 0.90-1.48) hours vs. BT:1.27 (IQR: 0.97-1.87) hours,p=0.24]. BT was associated with higher odds of 90-day functional independence (57% vs. 44%,aOR=2.02,95%CI:1.01-4.03,p=0.046) and functional improvement (adjusted cOR=2.06,95%CI:1.18-3.60,p=0.011), and lower likelihood of 90-day mortality (11% vs. 23%,aOR: 0.20,95%CI:0.07-0.58,p=0.003). No differences in any other outcomes were detected. In subgroup-analyses, BT patients with baseline NIHSS-scores&lt;15 had higher functional independence likelihood compared to dEVT (aOR=4.87,95%CI:1.56-15.18,p=0.006); this association was not evident for patients with NIHSS-scores≥15 (aOR=1.05,95%CI:0.40-2.74,p=0.92). Similarly, functional outcomes improvements with BT were detected in patients with core volume strata (Ischemic core &lt;50cc: aOR: 2.10, 95% CI:1.02-4.33, p=0.044 vs ischemic core ≥50cc: aOR: 0.41,95% CI:0.01-16.02,p=0.64) and transfer status (transferred: aOR: 2.21,95% CI:0.93-9.65,p=0.29 vs direct to EVT center: aOR:1.84,95%CI:0.80-4.23,p=0.15). </p> <p><b>Conclusions:</b> Bridging therapy appears to be associated with better clinical outcomes, especially with milder NIHSS-scores, smaller presentation core volumes and those who were "dripped and shipped".</p> <p><b>Classification of Evidence: </b>This study provides Class III evidence that for patients with ischemic stroke from anterior-circulation LVO within 4.5 hours from last-known-well, bridging therapy compared to direct endovascular thrombectomy leads to better 90-day functional outcomes.</p>

opencc-zeroMar 2022View details →
zenodo32/100

Codes and results for self-learning entropic population annealing for interpretable materials design

<p>Codes that can reproduce the results in&nbsp;the paper entitled &quot;self-learning entropic population annealing for interpretable materials design&quot;. Results, when the number of particles is 50, are included.</p>

opencc-by-4.0Mar 2022View details →
zenodo32/100

Andrew Hunt Dissertation Supplemental Materials

<p>Supplementary files referenced in&nbsp;my dissertation.</p>

opencc-by-4.0Mar 2022View details →
zenodo32/100

High-Utility Anonymization of Event Logs for Process Mining: Supplementary Material

<p>In this document, &nbsp;we list the selected event logs, their characteristics, and their descriptive statistics. Also, attached to this document the anonymized event logs.</p>

opencc-by-4.0Mar 2022View details →
dryad32/100

Supplemental material: Astrocyte biomarkers in Alzheimer's disease: a systematic review and meta-analysis

<p><span><span><span><span><span><span><span><span><span><span><span><b>Objective:</b> To perform a systematic review and meta-analysis to determine whether fluid and imaging astrocyte biomarkers are altered in Alzheimer's disease (AD).</span></span></span></span></span></span></span></span></span></span></span></p> <p><span><span><span><span><span><span><span><span><span><span><span><b>Methods:</b> PubMed and Web of Science databases were searched for articles reporting fluid or imaging astrocyte biomarkers in AD. Pooled effect sizes were determined with mean differences (SMD) using the Hedge's G method with random-effects to determine biomarker performance. Adapted questions from QUADAS-2 were applied for quality assessment. A protocol for this study has been previously registered in PROSPERO (registration number: CRD42020192304).</span></span></span></span></span></span></span></span></span></span></span></p> <p><span><span><span><span><span><span><span><span><span><span><span><b>Results:</b> The initial search identified 1,425 articles. After exclusion criteria were applied, 33 articles (a total of 3,204 individuals) measuring levels of GFAP, S100B, YKL-40 and AQP4 in the blood and cerebrospinal fluid (CSF), as well as MAO-B, indexed by positron emission tomography <sup>11</sup>C-deuterium-L-deprenyl ([<sup>11</sup>C]-DED), were included. GFAP (SMD = 0.94; 95% CI = 0.71-1.18) and YKL-40 (SMD = 0.76; CI 95% = 0.63-0.89) levels in the CSF, S100B levels in the blood (SMD = 2.91; CI 95% = 1.01-4.8) were found significantly increased in AD patients. </span></span></span></span></span></span></span></span></span></span></span></p> <p><span><span><span><span><span><span><span><span><span><span><span><b>Conclusions:</b> Despite significant progress, applications of astrocyte biomarkers in AD remain in their early days. The meta-analysis demonstrated that astrocyte biomarkers are consistently altered in AD and supports further investigation for their inclusion in the AD clinical research framework for observational and interventional studies.</span></span></span></span></span></span></span></span></span></span></span></p>

opencc-zeroMar 2022View details →
zenodo32/100

Supplementary material for "Modeling styles in conceptual data modeling: Reflecting observations in a series of multimodal studies'"

<p>This material supplements the following conference publication:</p> <p>Rosenthal, K., Wagner, S., Strecker, S. (2022) Modeling styles in conceptual data modeling: Reflecting observations in a series of multimodal studies</p>

opencc-by-4.0Mar 2022View details →
zenodo32/100

Supplementary material 1 from: Fernandes N, Ferreira EM, Pita R, Mira A, Santos SM (2022) The effect of habitat reduction by roads on space use and movement patterns of an endangered species, the Cabrera vole Microtus cabrerae. In: Santos S, Grilo C, Shilling F, Bhardwaj M, Papp CR (Eds) Linear Infrastructure Networks with Ecological Solutions. Nature Conservation 47: 177-196. https://doi.org/10.3897/natureconservation.47.71864

The effect of habitat encroachment by roads on space use and movement patterns of an endangered vole

opencc-zeroMar 2022View details →
zenodo32/100

FIGURE 31 in The type material of spider wasps (Hymenoptera, Pompilidae) deposited in the Federal Scientific Center of the East Asia Terrestrial Biodiversity, Russian Academy of Sciences, Vladivostok, Russia

FIGURE 31. Telostholus rinjani Loktionov &amp; Lelej, 2019, ♀, holotype. A. Labels. B. Habitus, lateral view. C. Head, lateral view. D. Head, dorsal view. E. Head, frontal view. Scale bar: 1.0 mm for B; 0.2 mm for C, D, E. All from Loktionov &amp; Lelej 2019.

opennotspecifiedMar 2022View details →
zenodo32/100

FIGURE 30 in The type material of spider wasps (Hymenoptera, Pompilidae) deposited in the Federal Scientific Center of the East Asia Terrestrial Biodiversity, Russian Academy of Sciences, Vladivostok, Russia

FIGURE 30. Dipogon (Stigmatodipogon) khinganicus (Kochetkov &amp; Loktionov, 2019), ♀, holotype. A. Labels. B. Habitus, dorsal view. C. Head, lateral view. D. Head, dorsal view. E. Head, frontal view. Scale bar: 1.0 mm for B; 0.2 mm for C, D; 0.1 mm for E. All from Kochetkov &amp; Loktionov 2019.

opennotspecifiedMar 2022View details →
zenodo32/100

FIGURE 27 in The type material of spider wasps (Hymenoptera, Pompilidae) deposited in the Federal Scientific Center of the East Asia Terrestrial Biodiversity, Russian Academy of Sciences, Vladivostok, Russia

FIGURE 27. Priocnemis sugonjaevi Lelej &amp; Loktionov, 2015, ♂, holotype. A. Labels. B. Habitus, dorsal view. C. Head, lateral view. D. Head, dorsal view. E. Head, frontal view. F. Hypopygium and sternum 7, ventral view. G. Genitalia, ventral view. Scale bar: 1.0 mm for B; 0.2 mm for C, D, E, F, G. F, G from Loktionov et al. 2015.

opennotspecifiedMar 2022View details →
zenodo32/100

FIGURE 22 in The type material of spider wasps (Hymenoptera, Pompilidae) deposited in the Federal Scientific Center of the East Asia Terrestrial Biodiversity, Russian Academy of Sciences, Vladivostok, Russia

FIGURE 22. Deuteragenia lehri Loktionov &amp; Lelej, 2014, ♀, holotype. A. Labels. B. Habitus, lateral view. C. Head, lateral view. D. Head, dorsal view. E. Head, frontal view. Scale bar: 1.0 mm for B; 0.2 mm for C, D, E.

opennotspecifiedMar 2022View details →
zenodo32/100

FIGURE 19 in The type material of spider wasps (Hymenoptera, Pompilidae) deposited in the Federal Scientific Center of the East Asia Terrestrial Biodiversity, Russian Academy of Sciences, Vladivostok, Russia

FIGURE 19. Arachnospila zonsteini Loktionov &amp; Lelej, 2011, ♂, holotype. A. Labels. B. Habitus, lateral view. C. Head, dorsal view. D. Head, lateral view. E. Head, frontal view. F. Hypopygium and sternum 7, ventral view. G. Hypopygium, lateral view. H. Genitalia, ventral view. Scale bar: 1.0 mm for B; 0.5 mm for F, G, H; 0.2 mm for C, D, E. F, H, G from Loktionov &amp; Lelej 2011.

opennotspecifiedMar 2022View details →
zenodo32/100

FIGURE 17 in The type material of spider wasps (Hymenoptera, Pompilidae) deposited in the Federal Scientific Center of the East Asia Terrestrial Biodiversity, Russian Academy of Sciences, Vladivostok, Russia

FIGURE 17. Arachnospila tobiasi Loktionov &amp; Lelej, 2011, ♂, holotype. A. Labels. B. Habitus, lateral view. C. Head, dorsal view. D. Head, lateral view. E. Head, frontal view. F. Hypopygium and sternum 7, ventral view. G. Hypopygium, lateral view. H. Genitalia, ventral view. Scale bar: 1.0 mm for B; 0.5 mm for F, G, H; 0.2 mm for C, D, E. F, H, G from Loktionov &amp; Lelej 2011.

opennotspecifiedMar 2022View details →
zenodo32/100

FIGURE 12 in The type material of spider wasps (Hymenoptera, Pompilidae) deposited in the Federal Scientific Center of the East Asia Terrestrial Biodiversity, Russian Academy of Sciences, Vladivostok, Russia

FIGURE 12. Arachnospila moczari Loktionov &amp; Lelej, 2015, ♂, holotype. A. Labels. B. Habitus, lateral view. C. Head, dorsal view. D. Head, lateral view. E. Head, frontal view. F. Hypopygium and sternum 7, ventral view. G. Hypopygium and sternum 7, lateral view. H. Genitalia, ventral view. Scale bar: 1.0 mm for B; 0.5 mm for F, G, H; 0.2 mm for C, D, E. F, H, G from Loktionov &amp; Lelej 2015.

opennotspecifiedMar 2022View details →
zenodo32/100

FIGURE 23. Episyron kurilense Lelej, 1990 in The type material of spider wasps (Hymenoptera, Pompilidae) deposited in the Federal Scientific Center of the East Asia Terrestrial Biodiversity, Russian Academy of Sciences, Vladivostok, Russia

FIGURE 23. Episyron kurilense Lelej, 1990, ♀, holotype. A. Labels. B. Habitus, lateral view. C. Head, lateral view. D. Head, dorsal view. E. Head, frontal view. Scale bar: 1.0 mm for B; 0.2 mm for C, D, E.

opennotspecifiedMar 2022View details →
zenodo32/100

FIGURE 26. Poecilagenia shimizui Lelej, 2000 in The type material of spider wasps (Hymenoptera, Pompilidae) deposited in the Federal Scientific Center of the East Asia Terrestrial Biodiversity, Russian Academy of Sciences, Vladivostok, Russia

FIGURE 26. Poecilagenia shimizui Lelej, 2000, ♂, holotype. A. Labels. B. Habitus, lateral view. C. Head, lateral view. D. Head, dorsal view. E. Head, frontal view. F. Hypopygium and sternum 7, ventral view. G. Genitalia, ventral view. Scale bar: 1.0 mm for B; 0.2 mm for C, D, E; 0.1 mm for F, G.

opennotspecifiedMar 2022View details →

ScienceDex guides

Understand access before you commit

These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.

Compare curated datasets

Allen Brain Atlas

Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.

allen-brain-atlas
neuroscienceopenDocumentation, web resources, and API references are available online.
Last verified 2026-04-30Open record

Annotated Behaviour and Observability Dataset (ABODe)

ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.

abode-home-cage
behavioral-neuroscienceopenThe DataShare record exposes download links for annotations, documentation, license text, and the zipped per-snippet data directory.
Last verified 2026-04-30Open record

DANDI Archive for NWB datasets

DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.

dandi-nwb
electrophysiologyopenPublished Dandiset metadata and archive endpoints are available through the production DANDI API.
Last verified 2026-04-30Open record

International Brain Laboratory public data

The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.

ibl
behavioral-neuroscienceopenPublic sessions can be searched and loaded from the IBL public data server through ONE.
Last verified 2026-04-29Open record

OpenNeuro

OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.

openneuro
neuroscienceopenPublished datasets are available on demand over the internet.
Last verified 2026-04-29Open record

ScienceDex for faculty

Your academic CV and NIH biosketch

Make your CV in your school's format and your NIH biosketch from it, then download both as Word files.