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.
8,038
datasets available to search
ShareScore release 0.9.0
Dataset results
8,038 results for “validation.”
Major datasets employed for the training and validation of RTMscore
<p>Major datasets employed for the training and validation of RTMscore.</p>
Single-cell transcriptomics defines an improved, validated monoculture protocol for differentiation of human iPSCs to microglia
<p><a href="https://www.biorxiv.org/content/10.1101/2022.08.02.502447v1">https://www.biorxiv.org/content/10.1101/2022.08.02.502447v1</a></p>
Target Selection and Validation of DESI Luminous Red Galaxies
<p>The zipped files contain data points in figures in the paper.</p>
Quantifying the use of space in Clock Drawing Test: validity in hemispatial neglect
<p>Dataset of the work entitled "Quantifying the use of space in Clock Drawing Test: validity in hemispatial neglect" by Diana L., Rusconi M.L., Aiello E.N., Bolognini N., Monti A., Corbo M., & Sozzi M. </p> <p>These data cannot be made publicly available because they include sensitive information, but can be made available to interested researchers upon reasonable request. Please, forward your request to Dr. Lorenzo Diana (l.diana@auxologico.it).</p> <p> </p>
Translation, cultural adaptation, and validation of Developmental Coordination Disorder Questionnaire to European Portuguese
<p>This project corresponds to the data generated throughout the translation, cultural adaptation, and validation process of 'The Developmental Coordination Disorder Questionnaire' to European Portuguese from English.</p> <p>This questionnaire was developed to collect parents' perceptions of motor coordination performance in children aged between 5 and 15 years old. It is intended to be completed by parents or caregivers and can be utilized in educational, clinical, therapeutic, or research contexts.</p> <p>The data will be presented in three different parts, each corresponding to a specific phase: translation process, pilot study, and validation.</p> <p>The methodological steps followed are those recommended by Brenda Wilson, the author of the original questionnaire, who has provided written authorization for this research project.</p>
RNA structural models used to train, test and validate lociPARSE
Open the record for dataset details and reuse information.
FIGURE 11. Caparinia ictonyctis Lawrence, 1955, female. A in Validation of the status of a species with high CO1 and low nuclear genetic divergences: the scab mite Caparinia ictonyctis stat. res. (Acariformes: Psoroptidae) parasitizing the African hedgehog Atelerix albiventris
FIGURE 11. Caparinia ictonyctis Lawrence, 1955, female. A—dorsal view; B—ventral view; C—tarsus and tibia III in ventral view, D—leg IV in ventral view. Scale bars: 100 µm = A, B; 50 µm = C, D.
FIGURE 10. Caparinia ictonyctis Lawrence, 1955, male. A—tarsus I in Validation of the status of a species with high CO1 and low nuclear genetic divergences: the scab mite Caparinia ictonyctis stat. res. (Acariformes: Psoroptidae) parasitizing the African hedgehog Atelerix albiventris
FIGURE 10. Caparinia ictonyctis Lawrence, 1955, male. A—tarsus I in dorsal view; B—same in ventral view; C—tarsus II in dorsal view, D—same in ventral view; E—tarsus III in ventral view; F—tarsus IV in ventral view.
FIGURE 8. Caparinia ictonyctis Lawrence, 1955, tritonymph. A—leg I in Validation of the status of a species with high CO1 and low nuclear genetic divergences: the scab mite Caparinia ictonyctis stat. res. (Acariformes: Psoroptidae) parasitizing the African hedgehog Atelerix albiventris
FIGURE 8. Caparinia ictonyctis Lawrence, 1955, tritonymph. A—leg I in ventral view; B—tarss, tibia, and genu I in dorsal view; C—leg II in ventral view, D—tarsus, tibia, and genu II in dorsal view; E—leg III in ventral view; F—leg IV in ventral view.
FIGURE 1 in Validation of the status of a species with high CO1 and low nuclear genetic divergences: the scab mite Caparinia ictonyctis stat. res. (Acariformes: Psoroptidae) parasitizing the African hedgehog Atelerix albiventris
FIGURE 1. SEM images of male of Caparinia ictonyctis stat. res. A—Dorsal view; B—Gnathosoma, dorsal view; C— Supracoxal organ; D—Tarsus I, dorsal view; E—Posterior opisthosoma, dorsal view; F—Same, ventral view.
FIGURE 14 in Validity of Lepadichthys misakius (Tanaka 1908) and redescription of Lepadichthys frenatus Waite 1904 (Gobiesocidae: Diademichthyinae)
FIGURE 14. Relationships of (A) head length, (B) snout length, (C) pre-disc length and (D) orbit diameter (as % of standard length) to standard length (mm) in Lepadichthys frenatus (blue circles) and L. misakius (red triangles). Arrowheads indicate type specimens. L, lectotype; P, paralectotype; H, holotype.
FIGURE 7 in Validity of Lepadichthys misakius (Tanaka 1908) and redescription of Lepadichthys frenatus Waite 1904 (Gobiesocidae: Diademichthyinae)
FIGURE 7. Distributional map of Lepadichthys frenatus (blue circles) and L. misakius (red triangles). (A), map of the western Pacific Ocean; (B), map of Japanese waters. Closed and open symbols indicate records based on specimens examined in this study and published literature or photographs, respectively. Arrowheads indicate type locality.
FIGURE 7 in The state of the art of Chromadoridae (Nematoda, Chromadorida): a historical review, diagnoses and comments about valid and dubious genera and a list of valid species
FIGURE 7. Bayesian tree inferred by 28S sequences. The species are coloured based on current classification: *Species currently classified in a subfamily different from that which was grouped by Bayesian analysis. The posterior probabilities are given on each node. The scale represents substitutions per site.
FIGURE 3 in The state of the art of Chromadoridae (Nematoda, Chromadorida): a historical review, diagnoses and comments about valid and dubious genera and a list of valid species
FIGURE 3. Schematic representation of Euchromadorinae genera. The drawings aim to show head with buccal cavity and amphideal fovea, cuticle ornamentation (general pattern or C1 to C3: variation from anterior to posterior region of the body) and copulatory apparatus. In all drawings the right side is the dorsal side of the nematode.
FIGURE 1 in The state of the art of Chromadoridae (Nematoda, Chromadorida): a historical review, diagnoses and comments about valid and dubious genera and a list of valid species
FIGURE 1. Schematic representation of Chromadorinae genera. The drawings aim to show head with buccal cavity and amphideal fovea, and cuticle ornamentation (general pattern or C1 at anterior body level and C2 at posterior body level). In all drawings the right side is the dorsal side of the nematode.
FIGURE 4 in The state of the art of Chromadoridae (Nematoda, Chromadorida): a historical review, diagnoses and comments about valid and dubious genera and a list of valid species
FIGURE 4. Schematic representation of Harpagonchinae and Spilipherinae genera. The drawings aim to show head with buccal cavity and amphideal fovea and cuticle ornamentation (general pattern). For Harpagonchus, Harpagonchoides and Acantholaimus the copulatory apparatus is also presented. In all drawings the right side is the dorsal side of the nematode.
A Validated Set of Smells in Model-View-Controller Architectures: ICSME 2016 appendix
<p>Appendix of our ICSME 2016 paper.</p>
Fig. 4 Hydraena species aedeagi. A–B Hydraena reflexa Rey, Monte d in The colonisation of the Tyrrhenian Islands by Hydraena water beetles, with Hydraena reflexa Rey, 1884 reinstated as a valid species endemic to Corsica and Sardinia (Coleoptera, Hydraenidae)
Fig. 4 Hydraena species aedeagi. A–B Hydraena reflexa Rey, Monte d'Oro, Corsica; C–E Hydraena pygmaea Waterhouse; C Rio de las Hoyas, Albacete, Spain; D stream above Bacevo, Rila Mts., Bulgaria; E Ruddycleave Water, South Devon, UK. Scale bar = 100 μm
Fig. 3 Hydraena species habitus. A–B Hydraena reflexa Rey, Monte d in The colonisation of the Tyrrhenian Islands by Hydraena water beetles, with Hydraena reflexa Rey, 1884 reinstated as a valid species endemic to Corsica and Sardinia (Coleoptera, Hydraenidae)
Fig. 3 Hydraena species habitus. A–B Hydraena reflexa Rey, Monte d'Oro, Corsica; C–D Hydraena pygmaea Waterhouse, Ruddycleave Water, South Devon, UK. A & C males; B & D females. Scale bar = 1.0 mm
FIGURE 47 in Tolypella mongolica (Charophyceae, Characeae): A new dioecious charophyte species from the center of Eurasia and implications for charophyte taxonomy, including the validation of T. porteri and the new combination for T. jwalae
FIGURE 47. ML phylogenetic tree of Characeae (model TIM3+I+G) showing the position of the new species based on rbcL sequence data (46 sequences, 1354 aligned positions). Supports [(BP)> 50% and (PP)> 0.95: ML/BI] are provided above/below the branches. Branches received 100% BP and 1.00 PP support, and the newly obtained sequences of Tolypella mongolica sp. nov. are shown in bold. Sequences of the different species carrying one genotype are marked with grey. Tolypella sections are based on Wood & Imahori (1965). Prepared by V.Yu. Nikulin.
ScienceDex guides
Understand access before you commit
These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research 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.
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.
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.
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.
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.