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
Dataset results
438 results for “3D imaging”
3D-printed Bone Models in Addition to CT Imaging for Intra-articular Fracture Repair
ClinicalTrials.gov study NCT04748016. IPD Sharing: YES. Countries: 1. Publications: 18.
Evaluation of Vascular Pathology With 3D, Time-Resolved Phase Contrast Magnetic Resonance Imaging (MRI)
ClinicalTrials.gov study NCT00722904. IPD Sharing: Not stated. Countries: 1. Publications: 12.
Optimization of Fetal Biometry With 3D Ultrasound and Image Recognition
ClinicalTrials.gov study NCT03812471. IPD Sharing: NO. Countries: 1. Publications: 1.
3D Imaging: Prognostic Role in Pulmonary Arterial Hypertension
ClinicalTrials.gov study NCT02799979. IPD Sharing: YES. Countries: 1. Publications: 1.
3D Contrast Enhanced Acoustic Perfusion Imaging in Adult After Subarachnoid Hemorrhage
ClinicalTrials.gov study NCT06793839. IPD Sharing: NO. Countries: 1. Publications: 2.
Machine Learning and 3D Image-Based Modeling for Real-Time Body Weight and Body Composition Estimation During Emergency Medical Care: Study 2
ClinicalTrials.gov study NCT06646133. IPD Sharing: YES. Countries: 1. Publications: 6.
Pilot Study of Topographic Imaging of the Calf Muscle in Patients With PAD Using 3D Reconstruction of MSOT Images
ClinicalTrials.gov study NCT05110677. IPD Sharing: NO. Countries: 1. Publications: 3.
3D images of a turtle embryo
Open the record for dataset details and reuse information.
Data from: A new dimension in documenting new species: high-detail imaging for myriapod taxonomy and first 3D cybertype of a new millipede species (Diplopoda, Julida, Julidae)
Open the record for dataset details and reuse information.
Morphometric analysis of retinal ganglionic cells (3D confocal images) analyzed using filament tracer from Imaris software
Open the record for dataset details and reuse information.
fMRI/fPACT 3D image stacks and analysis codes for function
Open the record for dataset details and reuse information.
Original CT image stacks of five fossil petrosal bones from Siberia, 3D PDF files of reconstructed endocasts, blood vessels and innervation patterns, 3D PDF instruction file, STL files of the petrosals
Open the record for dataset details and reuse information.
Fig. 6.12 in Handbook of best practice and standards for 2D+ and 3D imaging of natural history collections
Fig. 6.12. Cost/efficiency ratio of digitisation for middle sized specimens. (CT is based on a rental service, while the others include the purchase of the equipment).
Fig. 6.11 in Handbook of best practice and standards for 2D+ and 3D imaging of natural history collections
Fig. 6.11. Comparison between the Focus Stacking Photogrammetry model (left) and the µCT model (right) of the Omorgus beetle. The models are very close, with the µCT model perhaps showing a little more detail. The µCT scan was made using a XRE UniTom at 60 kV and with a voxelsize of 29 µm. https://sketchfab.com/models/ad5fd157c5424c8fb793c1c282450d33
Fig. 6.9 in Handbook of best practice and standards for 2D+ and 3D imaging of natural history collections
Fig. 6.9. Omorgus beetle structured light scanning with MechScan (left) comparison to µCT scan (right). The main difference is the lack of artefacts due to the needle with the MechScan 3D model. But the MechScan model lacks almost the entire ventral area of the abdomen between the legs. https://sketchfab.com/models/9dc5082c8db14c92879947da927f07dc
Fig. 6.8 in Handbook of best practice and standards for 2D+ and 3D imaging of natural history collections
Fig. 6.8. Comparison between different treatments of the µCT model. Top and bottom left: µCT model without any treatment regarding removal of the artefacts https://sketchfab.com/models/169c2b29a1404e5cb5f6b6ea0928d075. Top and bottom in the middle: area affected by the metal artefact quickly cut out in GOM Inspect https://sketchfab.com/models/ f40a108e43ea44d78ca3d04ac41ad0a0; Top and bottom right: Carefully removed the needle through segmentation in Dragonfly 3.5. https://sketchfab.com/models/dc194a4e05da4f7ab787c8c7b028d2e7
Fig. 6.7. Bone retoucher digitised with photogrammetry using a in Handbook of best practice and standards for 2D+ and 3D imaging of natural history collections
Fig. 6.7. Bone retoucher digitised with photogrammetry using a zoom lens (Ptg 18–55), a fixed focal macro lens (Ptg 100), focus stacking photogrammetry (FS-Ptg 60), structured light (SL) and microCT (µCT).
Fig. 6.6 in Handbook of best practice and standards for 2D+ and 3D imaging of natural history collections
Fig. 6.6. Detailed view of the sea urchins digitised with different equipment. The goal was to digitise the small punctures on the surface as these aid in identifying the species of the sea urchin.
Fig. 5.2 in Handbook of best practice and standards for 2D+ and 3D imaging of natural history collections
Fig. 5.2. Micro-contrast enhancement and relighting in DxO OpticsPro 11. The original image is on the left, the post-processed picture on the right. The dark area in the middle is now sufficiently exposed, without losing the look and feel of the specimen.
Fig. 6.10 in Handbook of best practice and standards for 2D+ and 3D imaging of natural history collections
Fig. 6.10. Comparison of the Photogrammetry (left) vs µCT models (right) of the Omorgus beetle. The large difference between them is the less pronounced detail in the photogrammetry model. To fully see the detailed differences, check the models online: https://sketchfab.com/models/a1fb6b8289f74c428782f43d502e771e
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.