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368 results for “imaging system”

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zenodo32/100

Citrus Tree Root System Image Dataset: Effects of Propagation Methods on Root Architecture

<p>This dataset is composed of images from two different citrus rootstock trials designated "Field Trial 1" and "Field Trial 2". Each field trial was planted with trees of <em>Citrus sinensis</em> cv. 'Valencia' grafted onto 4 different, commercially available USDA citrus rootstocks: US-812, US-897, US-942, US-1516. The trees were excavated two years after planting, cleaned, dried, and imaged in two ways. First, the root systems were imaged radially as though you are looking down through the trunk of the tree with the roots radiating outward in all direction. Secondly, the root systems were imaged vertically in six different positions such that each image was a side view of the root system from a different angle. Additionally, the binary masks of the vertical root systems were included in each .tar file.</p> <p>All images were acquired with a Canon EOS Rebel T6 against a professional photography blue screen. A mapping of the image names to the experimental trial information is included in each .tar file, and a series of scaled images were taken before and after root system imaging to calculate the pixel to centimeter conversion for absolute measurements.</p> <p>This dataset is currently in beta as it may change at some point in the future, therefore until that time, this record will be set to restricted.</p>

restrictedcc-by-4.0Sep 2024View details →
zenodo32/100

Cosegmentation for Plant Phenotyping (CosegPP) Data Repository Collected Via a High-Throughput Imaging System

<p>CosegPP is a data repository that contains four datasets for plant phenotyping. Each dataset contains:&nbsp;</p> <ol> <li>two species physically different for challenging segmentation. Buckwheat is a thin plant with a variety sizes of leaves and Sunflower is a bushy plant that contains flowering;</li> <li>the most commonly used induced environments in plant phenotyping such as a control and drought-induced;&nbsp;</li> <li>a temporal resolution that begins with the plants vegetative stage and ends with the plant fully matured;</li> <li>modalities (infrared, visible, near infrared) that are commonly used in plant phenotyping analysis; and&nbsp;</li> <li>multiple perspectives that are becoming widely acquired in plant phenotyping analysis due to its potential for three dimensional analysis.</li> </ol> <p>We thank Vincent Stoeger for acquiring the dataset using LemnaTec at the University of Nebraska-Lincoln.</p> <p>If you use this dataset, please cite this paper:</p> <p>Qui&ntilde;ones R, Munoz-Arriola F, Choudhury SD, Samal A (2021) Multi-feature data repository development and analytics for image cosegmentation in high-throughput plant phenotyping. PLoS ONE 16(9): e0257001.&nbsp;<a href="https://doi.org/10.1371/journal.pone.0257001">https://doi.org/10.1371/journal.pone.0257001</a></p>

opencc-by-4.0Jul 2021View details →
zenodo32/100

IAVRS - INTERNATIONAL AFFECTIVE VIRTUAL REALITY SYSTEM: database of validated 360° images

<p>IAVRS database contains 46 360&deg; images validated for emotion emotion validation.&nbsp;</p>

opencc-by-4.0May 2023View details →
zenodo32/100

Tocchini and Mango_An adapted MS2-MCP system to visualize endogenous cytoplasmic mRNA with live imaging in Caenorhabditis elegans_Table S1_Raw data

<p><strong>Table S1. Raw data.</strong> List of quantitation of GFP intensities of heads (<em>spc-1</em>) or pharynges (<em>dlg-1</em>) in the different figures.</p>

opencc-by-4.0Jun 2023View details →
zenodo32/100

Dataset: Bridging Time-series Image Phenotyping and Functional-Structural Plant Modeling to Predict Adventitious Root System Architecture

<p>Dataset for&nbsp;Bridging Time-series Image Phenotyping and Functional-Structural Plant Modeling to Predict Adventitious Root System Architecture manuscript submitted to Plant Phenomics. The dataset contains raw and processed root architecture images, RhizoVision trait outputs, and the associated R scripts for statistical analysis and model parameterization.</p>

opencc-by-4.0Jun 2023View details →
ClinicalTrials.gov32/100

Computer-assisted Diagnosis System Based on Linked Colour Imaging

ClinicalTrials.gov study NCT03359343. IPD Sharing: UNDECIDED. Countries: 1. Publications: 3.

restrictedIPD-UNDECIDEDFeb 2026View details →
ClinicalTrials.gov32/100

Technical Development of Cardiovascular Magnetic Resonance Imaging (CMR) Using a Low Specific Absorption Rate (SAR) Scanner System

ClinicalTrials.gov study NCT03331380. IPD Sharing: Not stated. Countries: 1. Publications: 4.

restrictedIPD-UNDECIDEDFeb 2026View details →
ClinicalTrials.gov32/100

Clinical Application of Automated Interpretation System for Chest X-Ray Images Based on Multimodal Large Models

ClinicalTrials.gov study NCT07117266. IPD Sharing: UNDECIDED. Countries: 1. Publications: 3.

restrictedIPD-UNDECIDEDFeb 2026View details →
ClinicalTrials.gov32/100

Assessment of Physiological Parameters Measurements (Heart Rate, Respiratory Rate, and Oxygen Saturation) by Standard Acquisition System Compared Remote Photoplethysmography Imaging System l

ClinicalTrials.gov study NCT04660318. IPD Sharing: Not stated. Countries: 1. Publications: 1.

restrictedIPD-UNDECIDEDFeb 2026View details →
ClinicalTrials.gov32/100

Adjunctive Efficacy Study Of The SoftScan® Optical Breast Imaging System

ClinicalTrials.gov study NCT00267449. IPD Sharing: Not stated. Countries: 2. Publications: 1.

restrictedIPD-UNDECIDEDFeb 2026View details →
ClinicalTrials.gov32/100

Performance of EOS Imaging System in the Assessment of Spondyloarthritis Structural Changes Compared With Standard Radiography

ClinicalTrials.gov study NCT03863756. IPD Sharing: UNDECIDED. Countries: 1. Publications: 1.

restrictedIPD-UNDECIDEDFeb 2026View details →
ClinicalTrials.gov32/100

Vesical Imaging-Reporting and Data System (VI-RADS) Followed by Photodynamic Trans-urethral Resection of Bladder Tumours (PDD-TURBT) to Avoid Secondary Resections (Re-TURBT) in Non-Muscle Invasive Bla

ClinicalTrials.gov study NCT05962541. IPD Sharing: NO. Countries: 1. Publications: 21.

closedIPD-NOFeb 2026View details →
ClinicalTrials.gov32/100

The Role of the Glymphatic System Avaluated Thourgh Mr Imaging in the Diagnosis and Management of NPH

ClinicalTrials.gov study NCT06857136. IPD Sharing: NO. Countries: 1. Publications: 267.

closedIPD-NOFeb 2026View details →
ClinicalTrials.gov32/100

Cardiopulmonary Inflammation and Multi-System Imaging During the Clinical Course of COVID-19 Infection in Asymptomatic and Symptomatic Persons

ClinicalTrials.gov study NCT04401449. IPD Sharing: UNDECIDED. Countries: 1. Publications: 3.

restrictedIPD-UNDECIDEDFeb 2026View details →
ClinicalTrials.gov32/100

Multicentric Bone Tumor Imaging Report and Data System

ClinicalTrials.gov study NCT04884048. IPD Sharing: UNDECIDED. Countries: 1. Publications: 1.

restrictedIPD-UNDECIDEDFeb 2026View details →
ClinicalTrials.gov32/100

The Inflammatory Process and the Medical Imaging in Patients With an Inflammatory Disease of the Central Nervous System.

ClinicalTrials.gov study NCT01567553. IPD Sharing: Not stated. Countries: 1. Publications: 1.

restrictedIPD-UNDECIDEDFeb 2026View details →
ClinicalTrials.gov32/100

Comparison of Pelvimetric Measurements Between MRI and Low-dose Stereoradiography (EOS® Imaging System)

ClinicalTrials.gov study NCT04849975. IPD Sharing: NO. Countries: 1. Publications: 1.

closedIPD-NOFeb 2026View details →
ClinicalTrials.gov32/100

A Novel, Low-Cost, Handheld 3D Imaging System for Improved Screening for Cervical Neoplasia in Resource-Limited Settings

ClinicalTrials.gov study NCT06810427. IPD Sharing: NO. Countries: 1. Publications: 10.

closedIPD-NOFeb 2026View details →
ClinicalTrials.gov32/100

Functional Magnetic Resonance Imaging Study of the Central Auditory System After Single Sided Deafness

ClinicalTrials.gov study NCT02534298. IPD Sharing: Not stated. Countries: 1. Publications: 0.

restrictedIPD-UNDECIDEDFeb 2026View details →
ClinicalTrials.gov32/100

Food Quantification Using a Novel, User Friendly Plate Imaging System

ClinicalTrials.gov study NCT07183449. IPD Sharing: NO. Countries: 1. Publications: 4.

closedIPD-NOFeb 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

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Your academic CV and NIH biosketch

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