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.

438

datasets available to search

ShareScore release 0.9.0

Reset

Dataset results

438 results for “3D imaging”

Learn how ShareScore rates datasets ↗
zenodo28/100

Binary segmentation images for 3D segmentation model training

<p>Binary segmentation images for 3D segmentation model training</p>

opencc-by-4.0Aug 2021View details →
zenodo28/100

Outputs from new methods for 3D+time image segmentation and tracking

<p>Segmentation and tracking of 3D+time&nbsp;images of artificially generates spheres.&nbsp;<br> The file named _20_frames_of_moving_spheres.avi is a 20-frame&nbsp;video&nbsp;of artificially generated spheres moving in time, the file&nbsp;<br> named _resulf_of_20_frames_of_moving_spheres.avi has the result of 4D segmentation,&nbsp;using our new segmentation methods,&nbsp;of&nbsp; the spheres&nbsp;(colored blue) moving in time, and the file _tracking_of_artificial_data_in_20_frames.mp4 has the tracking of these spheres. Additionally, the file named&nbsp;_one_moving_sphere.avi&nbsp;is also a 20-frame&nbsp;video&nbsp;of an artificially generated sphere&nbsp;moving in time, the file named&nbsp;_segmentation_result_one_moving_sphere.avi&nbsp;has the result of 4D segmentation&nbsp;of&nbsp;the sphere&nbsp;(colored blue) moving in time, and&nbsp;the file named&nbsp;_segmentation_result_one_moving_sphere_with_some_missing_spheres.avi&nbsp;has the result of 4D segmentation&nbsp;of&nbsp;the sphere&nbsp;(colored blue) moving in time when frames 5, 10, and 15 are missing in the file _one_moving_sphere.avi.</p>

opencc-by-4.0Jul 2021View details →
zenodo28/100

Figure 26 from: Akkari N, Koon-Bong Cheung D, Enghoff H, Stoev P (2013) Revolving SEM images visualising 3D taxonomic characters: application to six species of the millipede genus Ommatoiulus Latzel, 1884, with description of seven new species and an interactive key to the Tunisian members of the genus (Diplopoda, Julida, Julidae). ZooKeys 328: 5-45. https://doi.org/10.3897/zookeys.328.5763

Figure 26 - Ommatoiulus khroumiriensis sp. n. paratype, left posterior gonopod. Interactive SEM image. [Morphbank # 831016–831034]

opencc-by-4.0Sep 2013View details →
zenodo28/100

Figures 20-25 from: Akkari N, Koon-Bong Cheung D, Enghoff H, Stoev P (2013) Revolving SEM images visualising 3D taxonomic characters: application to six species of the millipede genus Ommatoiulus Latzel, 1884, with description of seven new species and an interactive key to the Tunisian members of the genus (Diplopoda, Julida, Julidae). ZooKeys 328: 5-45. https://doi.org/10.3897/zookeys.328.5763

Figures 20-25 - Ommatoiulus khroumiriensis sp. n. paratypes, gonopod structures. 20 Right promerite, posterior view 21 Right posterior gonopod, mesal view 22 Right posterior gonopod, lateral view 23 Right posterior gonopod, meso-posterior view 24 Right posterior gonopod, anterior-mesal view 25 Right posterior gonopod,anterior view. Abbreviations: ap distal process of the promerite, ap2 lobed process, Co coxite, ds distal process of the solenomerite, F fovea, g seminal groove, hp3, hp4 distal processes of the solenomerite, i lateral incision of the promerite, mp blunt mesal process, M mesal ridge, Ms mesomerite, n notch of the solenomerite, pr triangular subapical process of the solenomerite, Px paracoxite, S solenomerite. Scale bar: 0.1 mm.

opencc-by-4.0Sep 2013View details →
zenodo28/100

Figure 13 from: Akkari N, Koon-Bong Cheung D, Enghoff H, Stoev P (2013) Revolving SEM images visualising 3D taxonomic characters: application to six species of the millipede genus Ommatoiulus Latzel, 1884, with description of seven new species and an interactive key to the Tunisian members of the genus (Diplopoda, Julida, Julidae). ZooKeys 328: 5-45. https://doi.org/10.3897/zookeys.328.5763

Figure 13 - Ommatoiulus crassinigripes sp. n. paratype,right posterior gonopod. Interactive rotating SEM image. [Morphbank # 831189–831207]

opencc-by-4.0Sep 2013View details →
zenodo28/100

Figure 19 from: Akkari N, Koon-Bong Cheung D, Enghoff H, Stoev P (2013) Revolving SEM images visualising 3D taxonomic characters: application to six species of the millipede genus Ommatoiulus Latzel, 1884, with description of seven new species and an interactive key to the Tunisian members of the genus (Diplopoda, Julida, Julidae). ZooKeys 328: 5-45. https://doi.org/10.3897/zookeys.328.5763

Figure 19 - Ommatoiulus kefi sp. n. holotype, right posterior gonopod. Interactive SEM image. [Morphbank # 831208-831227]

opencc-by-4.0Sep 2013View details →
zenodo28/100

Figures 7-12 from: Akkari N, Koon-Bong Cheung D, Enghoff H, Stoev P (2013) Revolving SEM images visualising 3D taxonomic characters: application to six species of the millipede genus Ommatoiulus Latzel, 1884, with description of seven new species and an interactive key to the Tunisian members of the genus (Diplopoda, Julida, Julidae). ZooKeys 328: 5-45. https://doi.org/10.3897/zookeys.328.5763

Figures 7-12 - Ommatoiulus crassinigripes sp. n. paratype,gonopod structures. 7 Left promerite, posterior view 8 Right posterior gonopod, lateral view 9 Right posterior gonopod, anterior view 10 Right posterior gonopod, mesal view 11 Right posterior gonopod, posterior view 12 Right posterior gonopod latero-posterior view.Abbreviations: ap distal process of the promerite, ap1 apical mesal process, Co coxite, ds distal process of the solenomerite, F fovea, g seminal groove, ho hook-shaped process, hp1, hp1 distal processes of the solenomerite, i lateral margin incision of the promerite, M mesal ridge, Ms mesomerite, mp distal blunt process of the mesal ridge, n notch of the solenomerite, pr triangular process of the solenomerite, Px paracoxite, S solenomerite, T remnant of telepodite. Scale bar: 0.1 mm

opencc-by-4.0Sep 2013View details →
zenodo28/100

Figure 42 from: Akkari N, Koon-Bong Cheung D, Enghoff H, Stoev P (2013) Revolving SEM images visualising 3D taxonomic characters: application to six species of the millipede genus Ommatoiulus Latzel, 1884, with description of seven new species and an interactive key to the Tunisian members of the genus (Diplopoda, Julida, Julidae). ZooKeys 328: 5-45. https://doi.org/10.3897/zookeys.328.5763

Figure 42 - Ommatoiulus crassinigripes sp. n., Ommatoiulus khroumiriensis sp. n. and Ommatoiulus punicus. Scatter diagram illustrating size of adult males expressed as maximum vertical body diameter (mm) vs number of podous rings in different developmental stadia (8–11RO).

opencc-by-4.0Sep 2013View details →
zenodo28/100

Figure 40 from: Akkari N, Koon-Bong Cheung D, Enghoff H, Stoev P (2013) Revolving SEM images visualising 3D taxonomic characters: application to six species of the millipede genus Ommatoiulus Latzel, 1884, with description of seven new species and an interactive key to the Tunisian members of the genus (Diplopoda, Julida, Julidae). ZooKeys 328: 5-45. https://doi.org/10.3897/zookeys.328.5763

Figure 40 - Ommatoiulus chambiensis and Ommatoiulus xerophilus spp. n.Scatter diagram illustrating size of adult males expressed as maximum vertical body diameter (mm) vs number of podous rings in different developmental stadia (8–11RO).

opencc-by-4.0Sep 2013View details →
zenodo28/100

Figure 41 from: Akkari N, Koon-Bong Cheung D, Enghoff H, Stoev P (2013) Revolving SEM images visualising 3D taxonomic characters: application to six species of the millipede genus Ommatoiulus Latzel, 1884, with description of seven new species and an interactive key to the Tunisian members of the genus (Diplopoda, Julida, Julidae). ZooKeys 328: 5-45. https://doi.org/10.3897/zookeys.328.5763

Figure 41 - Ommatoiulus punicus,specimen from Jebel Rsas, NE Tunisia, right posterior gonopod. Interactive SEM image. [Morphbank # 831228–831245]

opencc-by-4.0Sep 2013View details →
zenodo28/100

Figure 35 from: Akkari N, Koon-Bong Cheung D, Enghoff H, Stoev P (2013) Revolving SEM images visualising 3D taxonomic characters: application to six species of the millipede genus Ommatoiulus Latzel, 1884, with description of seven new species and an interactive key to the Tunisian members of the genus (Diplopoda, Julida, Julidae). ZooKeys 328: 5-45. https://doi.org/10.3897/zookeys.328.5763

Figure 35 - Ommatoiulus xerophilus sp. n. paratype, right posterior gonopod. Interactive SEM image. [Morphbank # 831246–831263]

opencc-by-4.0Sep 2013View details →
zenodo28/100

Figures 36-39 from: Akkari N, Koon-Bong Cheung D, Enghoff H, Stoev P (2013) Revolving SEM images visualising 3D taxonomic characters: application to six species of the millipede genus Ommatoiulus Latzel, 1884, with description of seven new species and an interactive key to the Tunisian members of the genus (Diplopoda, Julida, Julidae). ZooKeys 328: 5-45. https://doi.org/10.3897/zookeys.328.5763

Figures 36-39 - Ommatoiulus zaghouani sp. n. holotype, gonopod structures. 36 Left promerite, posterior view 37 Left posterior gonopod, mesal view 38 Left posterior gonopods, anterior view 39 Left posterior gonopods, postero-lateral view. Abbreviations: bp1, bp2: small bumps on the apical lateral process, Co coxite, ds distal process of the solenomerite, F fovea, fl folded lamella, g seminal groove, M mesal ridge, Ms mesomerite, i lateral incision on the promerite, Px paracoxite, rp apical mesal process of the promerite, S solenomerite, se serrated process, tp: triangular distal process. Scale bar: 0.1 mm.

opencc-by-4.0Sep 2013View details →
zenodo28/100

Figures 31-34 from: Akkari N, Koon-Bong Cheung D, Enghoff H, Stoev P (2013) Revolving SEM images visualising 3D taxonomic characters: application to six species of the millipede genus Ommatoiulus Latzel, 1884, with description of seven new species and an interactive key to the Tunisian members of the genus (Diplopoda, Julida, Julidae). ZooKeys 328: 5-45. https://doi.org/10.3897/zookeys.328.5763

Figures 31-34 - Ommatoiulus xerophilus sp. n. paratype,gonopod structures. 31 Left gonopod, mesal view 32 Rightpromerite, posterior view 33 Rightposterior gonopod, mesal view 34 Rightposterior gonopod, latero-posterior view. Abbreviations: ap distal process of the promerite, Co coxite, ds distal process of the solenomerite, F fovea, g seminal groove, M mesal ridge, Ms mesomerite, P promerite, Px paracoxite, S solenomerite, se serrations, wl wrinkled lamella. Scale bar: 0.1 mm.

opencc-by-4.0Sep 2013View details →
zenodo28/100

Figure 6 from: Akkari N, Koon-Bong Cheung D, Enghoff H, Stoev P (2013) Revolving SEM images visualising 3D taxonomic characters: application to six species of the millipede genus Ommatoiulus Latzel, 1884, with description of seven new species and an interactive key to the Tunisian members of the genus (Diplopoda, Julida, Julidae). ZooKeys 328: 5-45. https://doi.org/10.3897/zookeys.328.5763

Figure 6 - Ommatoiulus chambiensis sp. n. paratype,right posterior gonopod. Interactive rotating SEM image. [Morphbank # 831160–831177, 831188]

opencc-by-4.0Sep 2013View details →
zenodo28/100

Figures 14-18 from: Akkari N, Koon-Bong Cheung D, Enghoff H, Stoev P (2013) Revolving SEM images visualising 3D taxonomic characters: application to six species of the millipede genus Ommatoiulus Latzel, 1884, with description of seven new species and an interactive key to the Tunisian members of the genus (Diplopoda, Julida, Julidae). ZooKeys 328: 5-45. https://doi.org/10.3897/zookeys.328.5763

Figures 14-18 - Ommatoiulus kefi sp. n. holotype, gonopod structures. 14 Left promerite, posterior view 15 Left posterior gonopod, posterior view 16 Right posterior gonopod, anterior view 17 Right posterior gonopod, mesal view 18 Right posterior gonopod, mesal view. Abbreviations: al apical lobe of the promerite, al1 apical folded lamella of the solenomerite, Co coxite, ds distal process of the solenomerite, F fovea, g seminal groove, lb lateral lobe, m1, m2 apical processes of the mesomerite, M mesal ridge, me median lobe, Ms mesomerite, n notch of the solenomerite, pr triangular process of the solenomerite, Px paracoxite, S solenomerite, T telopodite. Scale bar: 0.1 mm

opencc-by-4.0Sep 2013View details →
zenodo28/100

Figures 27-30 from: Akkari N, Koon-Bong Cheung D, Enghoff H, Stoev P (2013) Revolving SEM images visualising 3D taxonomic characters: application to six species of the millipede genus Ommatoiulus Latzel, 1884, with description of seven new species and an interactive key to the Tunisian members of the genus (Diplopoda, Julida, Julidae). ZooKeys 328: 5-45. https://doi.org/10.3897/zookeys.328.5763

Figures 27-30 - Ommatoiulus xenos sp. n. holotype,gonopod structures. 27 Right promerite, posterior view 28 Right posterior gonopod, mesal view 29 Right posterior gonopod, antero-lateral view 30 Right posterior gonopod, posterior view. Abbreviations: Co coxite, ds distal process of the solenomerite, F fovea, fl folded lamella, g seminal groove, i lateral incision of the promerite, M mesal ridge, mp distal process, Ms mesomerite, pr blunt process of the solenomerite, Px paracoxite, S solenomerite. Scale bar: 0.1 mm.

opencc-by-4.0Sep 2013View details →
zenodo28/100

Figures 1-5 from: Akkari N, Koon-Bong Cheung D, Enghoff H, Stoev P (2013) Revolving SEM images visualising 3D taxonomic characters: application to six species of the millipede genus Ommatoiulus Latzel, 1884, with description of seven new species and an interactive key to the Tunisian members of the genus (Diplopoda, Julida, Julidae). ZooKeys 328: 5-45. https://doi.org/10.3897/zookeys.328.5763

Figures 1-5 - Ommatoiulus chambiensis sp. n. paratype,gonopod structures. 1 Right gonopod, mesal view 2 Left promerite, posterior view 3 Left posterior gonopod, mesal view 4 Right posterior gonopod, anterior view 5 Right posterior gonopod, posterior view. Abbreviations: ap apical process, ds distal process of the solenomerite, F fovea, g seminal groove, i incision on lateral margin of the promerite, lp lateral apical process of promerite, M mesal ridge, Ms mesomerite, P promerite, pr triangular process of the solenomerite, Px paracoxite, S solenomerite, se serrations, sp spikes, T remnant of telopodite, wl wrinkled lamella. Scale bar: 0.1 mm.

opencc-by-4.0Sep 2013View details →
zenodo28/100

Dataset with results of "Joint 2D to 3D image registration workflow for comparing multiple slice photographs and CT scans of apple fruit with internal disorders"

<p><strong>Summary</strong></p> <p>This dataset contains all results from the paper "Joint 2D to 3D image registration workflow for comparing multiple slice photographs and CT scans of apple fruit with internal disorders". Most notably, this dataset contains the corresponding CT slices for slice photographs of 1347 'Kanzi' apples. This dataset also contains data of the results section, metadata required to make the registration code run, and segmentation masks of the apple slice photographs. The "raw" data that was used to produce these results can be found in another Zenodo dataset: <a href="../record/8167285">https://zenodo.org/record/8167285</a>.</p> <p><br><strong>Description</strong></p> <ul> <li><strong>registered ct photo side-by-side view.zip </strong>is the easiest way to explore the registered CT photo image pairs. For every apple slice it contains a .png image consisting of the slice photo, registered CT slice and a combined view (photo=green, CT=purple) side-by-side. The resolution was reduced to reduce the file size.</li> <li><strong>registered ct slices.zip </strong>contains the full resolution CT slices as .tiff files. The matching slice photos can be found in <strong>slice_photos_crop.zip</strong> in <a href="../record/8167285">https://zenodo.org/record/8167285</a>.</li> <li><strong>photo metadata.zip </strong>contains all metadata files required to run the code on <a href="https://github.com/D1rk123/apple_photo_ct_workflow">https://github.com/D1rk123/apple_photo_ct_workflow</a>.</li> <li><strong>results.zip</strong> contains the IPCED annotations and per apple metrics that were used to calculate all the average metrics and tables in the results section of the paper.</li> <li><strong>subset experiment registered annotation slice.zip </strong>contains the full resolution CT slices of the annotation slice in the subset experiment as .tiff files.</li> <li><strong>segmentation masks.zip </strong>contains slice photo segmentation masks as .png images. There are subfolders for the training set, the test set and the masks used for the workflow in the paper.</li> </ul> <p><br><strong>Research group</strong><br>This dataset was produced by the Computational Imaging group at Centrum Wiskunde &amp; Informatica (CI-CWI) in Amsterdam, The Netherlands: <a href="https://www.cwi.nl/research/groups/computational-imaging">https://www.cwi.nl/research/groups/computational-imaging</a></p> <p><strong>Contact details</strong><br>dirk [dot] schut [at] cwi [dot] nl</p> <p><strong>Acknowledgments</strong><br>This work was funded by the Dutch Research Council (NWO) through the UTOPIA project (ENWSS.2018.003).</p>

openDec 2022View details →
ClinicalTrials.gov28/100

Patient-Assisted Compression in 3D - Impact on Image Quality and Workflow

ClinicalTrials.gov study NCT03456427. IPD Sharing: Not stated. Countries: 1. Publications: 0.

restrictedIPD-UNDECIDEDFeb 2026View details →
ClinicalTrials.gov28/100

Applicability of 3D Printing and 3D Digital Image Reconstruction in the Planning of Complex Liver Surgery (LIV3DPRINT).

ClinicalTrials.gov study NCT03416387. IPD Sharing: YES. Countries: 1. Publications: 0.

controlledIPD-YESFeb 2026View 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.