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Dataset results
74 results for “lung MRI”
MRI Neonatal Lung Segmentation and 3D Morphologic Features
<p>We developed an ensemble of deep convolutional neural networks (2D-UNets) to perform automated neonatal lung segmentation from MRI sequences. A three-dimensional reconstruction is used to calculate MRI features for lung volume, shape, pixel intensity, and surface.</p> <p>In addition, ML Models for severity prediction of Bronchopulmonary Dysplasia (BPD) are implemented as an applied example of the use of MRI lung volumetric features for disease prognosis.</p> <p>This dataset comprises:</p> <ul> <li>Three pretrained 2D-UNet Models for Neonatal MRI Lung Segmentation.</li> <li>Resulting performances and features per MRI-sequence.</li> </ul> <p>See Publication:</p> <p>Automated MRI Lung Segmentation and 3D Morphologic Features for Quantification of Neonatal Lung Disease (2023)</p> <p><a href="https://doi.org/10.1148/ryai.220239">https://doi.org/10.1148/ryai.220239</a></p>
Free Breathing Lung MRI Dataset at 3T
<p> This is a free breathing lung MRI dataset. Data is acquired with 3D ultra-short te (UTE) radial sequence.</p>
Free-Breathing Self-Gated 4D-Lung MRI using wave-CAIPI
<p>MRI raw data set of a volunteer examination for the project "Free-Breathing Self-Gated 4D-Lung MRI using wave-CAIPI". The upload includes the measured k-space for 8 different breathing phases, the respective image reconstructions and the coil sensitivity maps required for the Conjugate Gradient SENSE reconstruction.</p> <p>C++ source code for image reconstruction can be downloaded at <a href="https://github.com/expRad/4d_lung">https://github.com/expRad/4d_lung</a>.</p> <p> </p>
Lung MRI Raw Data Acquired with 3D UTE Radial Trajectory
<p>This repository contains the raw data for the second lung MRI result in <a href="https://arxiv.org/abs/1909.13482">Extreme MRI: Large-Scale Volumetric Dynamic Imaging from Continuous Non-Gated Acquisitions</a>. The data is stored as numpy arrays, containing k-space data (ksp.npy), coordinates (coord.npy), and density compensation factors (dcf.npy). Code to process and reconstruct the data is available here: <a href="https://github.com/mikgroup/extreme_mri">https://github.com/mikgroup/extreme_mri</a></p> <p>For more information about how the data is acquired, please see the linked paper.</p>
Elimination of PTV Margins Based on MRI-guided Adaptive Stereotactic Radiotherapy for Non-small Cell Lung Cancer With Brain Metastasis
ClinicalTrials.gov study NCT06582940. IPD Sharing: NO. Countries: 1. Publications: 8.
Short Term Sirolimus Treatment and MRI of the Brain and Lungs
ClinicalTrials.gov study NCT05386914. IPD Sharing: NO. Countries: 1. Publications: 14.
Using MRI to Observe Lung Changes in Infants With CF Compared to Infants Without CF
ClinicalTrials.gov study NCT01832519. IPD Sharing: Not stated. Countries: 1. Publications: 1.
Comparison of 129Xe MRI With 19F MRI in CF Lung Disease
ClinicalTrials.gov study NCT03482960. IPD Sharing: NO. Countries: 1. Publications: 1.
Assessment of 2 Different Techniques for Suppression of Respiratory Motion in Lung Cancer Treatment With Proton Therapy Using Magnetic Resonance Imaging (MRI)
ClinicalTrials.gov study NCT03669341. IPD Sharing: Not stated. Countries: 1. Publications: 1.
Functional Lung MRI for Early Treatment Response Assessment for Patients With Eosinophilic Asthma
ClinicalTrials.gov study NCT04512521. IPD Sharing: NO. Countries: 1. Publications: 25.
Lung HeXeRT: Helium, Xenon MRI for NSCLC Patients
ClinicalTrials.gov study NCT01859650. IPD Sharing: Not stated. Countries: 1. Publications: 5.
Comparison Between Ultra-low-dose Computed Tomography and Lung MRI in Cystic Fibrosis
ClinicalTrials.gov study NCT04644471. IPD Sharing: NO. Countries: 1. Publications: 4.
Developing Optimal Parameters for Hyperpolarized Noble Gas and Inert Fluorinated Gas MRI of Lung Disorders
ClinicalTrials.gov study NCT02748798. IPD Sharing: Not stated. Countries: 1. Publications: 3.
Healthy Lung Study- Development of 3T MRI Hardware and Software for 3He Gas Imaging of the Lung: Healthy Volunteer Development Study
ClinicalTrials.gov study NCT03169673. IPD Sharing: NO. Countries: 1. Publications: 1.
Efficacy and Safety of Prophylactic Cranial Irradiation Versus MRI Surveillance in Patients With Limited-stage Small Cell Lung Cancer Who Achieved Remission After First-line Chemoradiotherapy
ClinicalTrials.gov study NCT04829708. IPD Sharing: UNDECIDED. Countries: 1. Publications: 0.
Exploring the Utility of Hyperpolarized 129Xe MRI in Healthy Volunteers and Patients With Lung Disease
ClinicalTrials.gov study NCT03455686. IPD Sharing: NO. Countries: 1. Publications: 10.
Application of Diffusion Weighted MRI Versus CT in Evaluation of the Effect of Treating Lung Cancer
ClinicalTrials.gov study NCT02320617. IPD Sharing: Not stated. Countries: 1. Publications: 2.
Lung Structure-Function In SurVivors of Mild and SEvere COVID-19 Infection: 129Xe MRI
ClinicalTrials.gov study NCT05014516. IPD Sharing: NO. Countries: 1. Publications: 3.
Hyperpolarized Xenon MRI for Assessment of Pulmonary Function in Lung Resection
ClinicalTrials.gov study NCT03417687. IPD Sharing: NO. Countries: 1. Publications: 0.
Dynamic Magnetic Resonance Imaging (MRI) for Lung Tumor Motion and Lung Function (GCC 0943)
ClinicalTrials.gov study NCT01016938. IPD Sharing: Not stated. Countries: 1. Publications: 0.
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.