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Dataset results
29 results for “Image registration”
A foundation model for enhancing magnetic resonance images and downstream segmentation, registration and diagnostic tasks
<p>Training and testing samples used for BME-X model: testing_data.hdf5, training_data.hdf5</p> <p>Templates for histogram matching before model testing: Template_T?_*.???</p> <p>Testing image: test_24m.???</p>
High Dose Re-Irradiation Utilizing Advanced Deformable Image Registration (DIR) and Individualized Organ At Risk (OAR) Dose Calculations With Organ Specific Toxicity Analysis
ClinicalTrials.gov study NCT05301101. IPD Sharing: NO. Countries: 1. Publications: 0.
In Vivo Evaluation of Image Registration Techniques During Endovascular Repair
ClinicalTrials.gov study NCT03116880. IPD Sharing: UNDECIDED. Countries: 1. Publications: 0.
Prospective Assessment of Image Registration for the Diagnosis of Prostate Cancer
ClinicalTrials.gov study NCT02425228. IPD Sharing: Not stated. Countries: 1. Publications: 0.
Multimodal Image Registration for Helping Laparoscopic Liver Surgery Guidance
ClinicalTrials.gov study NCT06044909. IPD Sharing: NO. Countries: 1. Publications: 0.
Deformable Image Registration for Breast Adaptive Tomotherapy
ClinicalTrials.gov study NCT05383144. IPD Sharing: Not stated. Countries: 1. Publications: 0.
Assessing Deformable Image Registration in the Lung Using Hyperpolarized-gas MRI
ClinicalTrials.gov study NCT02995590. IPD Sharing: NO. Countries: 1. Publications: 0.
Automatic Versus Semiautomatic Registration of Digital Dental Cast to Cone Beam Computed Tomography Image
ClinicalTrials.gov study NCT04563117. IPD Sharing: Not stated. Countries: 0. Publications: 0.
H2OPM Image Registration Dataset
<p>The H2OPM Image Registration Dataset is a dataset for the evaluation of (groupwise) registration methods. It consists of 8 reference ortho-photo maps (OPMs) of urban and non-urban areas in Austria. For each reference image, 3-11 historical aerial images captured between May 1943 and May 1945 are available, leading to a total of 42 image pairs. In order to evaluate the registration accuracy, manually selected ground truth correspondences between the historical images and the OPM are provided.</p> <p>Technical Details</p> <p>All images have been scale-normalized to a spatial resolution of 1m . However, for the historical images scale information could only approximated, the actual scale of the images might be actually off up to 30%.</p> <p>Reference OPM images are named “ref_i.png” (i=reference image number, 1..8).<br> Corresponding historical images are named “image_i_j.png” (j=historical image number). For example, “image_2_4.png” is the fourth out of five historical images that could be registered to reference image “ref_2.png”.</p> <p>Ground truth control points are given in the text files “CP_i_j.txt”. Each row of the text file describes one control point pair with values x1,y1,x2,y2. The origin of the coordinate system is the top left of the image, x-axis points right, y-axis points down.</p> <p>The dataset is used for evaluation in the following paper:</p> <p><strong>Zambanini S. </strong>“<a href="https://doi.org/10.1016/j.patcog.2019.01.024">Feature-based groupwise registration of historical aerial images to present-day ortho-photo maps</a>“, <em>Pattern Recognition</em>, 90:66-77, June 2019. (<a href="https://arxiv.org/abs/1811.09081">arXiv</a>)</p> <p>Please cite this paper when publishing results on the dataset.</p>
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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.