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13,117 results for “Maps”
Results of the ISMRM 2020 joint Reproducible Research & Quantitative MR study groups reproducibility challenge on phantom and human brain T<sub>1</sub> mapping
<p>This dataset includes both raw data and processed T1 maps obtained from the 2020 challenge on inversion recovery T1 mapping organized by the International Society in Magnetic Resonance in Medicine (ISMRM) Reproducible Research Study Group (RRSG). For a comprehensive overview of the data distribution submitted for this challenge, please visit <a href="https://rrsg2020.db.neurolibre.org/">https://rrsg2020.db.neurolibre.org</a>. It's important to note that this dataset exclusively comprises ISMRM-NIST system phantom data.</p> <p>Dataset provided for NeuroLibre preprint. Author repo: https://github.com/rrsg2020/paper NeuroLibre fork:https://github.com/roboneurolibre/paper</p> <p>For details, please visit the corresponding <a href="https://github.com/neurolibre/neurolibre-reviews/issues/14">NeuroLibre technical screening.</a></p> <p><strong><a href="https://neurolibre.org">https://neurolibre.org</a></strong></p>
Raw Data for: "Inorganic synthesis-structure maps in zeolites with machine learning and crystallographic distances"
<p>This repository contains all the raw data to reproduce the manuscript:</p> <p>D. Schwalbe-Koda et al. "Inorganic synthesis-structure maps in zeolites with machine learning and crystallographic distances". arXiv:2307.10935 (2023)</p> <p>The raw data should be used in combination with the code hosted on GitHub: <a href="https://github.com/dskoda/Zeolites-AMD">https://github.com/dskoda/Zeolites-AMD</a>.</p> <p><strong>Description of the data</strong></p> <p>The data in this link contains all necessary information to reproduce the manuscript. In combination with the code hosted on GitHub, it can be visualized and analyzed accordingly. The full description on the columns and results is available on the GitHub code.<br> The data files in this repository are:</p> <p>- `hparams_rnd_*.json`: results of the hyperparameter optimization of all classifiers studied in this work. The data was produced by randomly sampling the train-validation-test sets. In some cases, the data was normalized (`_norm_`), and the train set was kept `balanced` or `unbalanced`.<br> - `hyp_dm`: distance matrix of all hypothetical zeolites towards the known zeolites<br> - `hyp_predictions`: predictions of the synthesis conditions for all hypothetical zeolites<br> - `xgb_ensembles*`: pickle files containing the serialized ensemble models used in the evaluation of the data in this work. The models can be loaded with the `xgboost` Python package.</p> <p><strong>License</strong></p> <p>The data and all the content from this repository is distributed under the Creative Commons Attribution 4.0 (CC-BY 4.0)</p> <p>This work was produced under the auspices of the U.S. Department of Energy by Lawrence Livermore National Laboratory under Contract DE-AC52-07NA27344.</p> <p>Dataset released as: LLNL-MI-854709.</p>
Dataset for "Scanning precession electron diffraction data analysis approaches for phase mapping of precipitates in aluminium alloys"
<p>Data needed to reproduce the results in "Scanning precession electron diffraction data analysis approaches for phase mapping of precipitates in aluminium alloys" published in Ultramicroscopy. The codes and notebooks can be found at 10.5281/zenodo.8321258.</p>
Luhansk Region Tree Cover Change Stratification Map (1996-2020)
<p>Luhansk region tree cover change stratification map created based on the tree cover masks for Luhansk region for 1996, 2000, 2013 and 2020 with 30 m. spatial resolution. Strata classes: 1 - Stable forest, 2 - Forest change, 3 - Stable not forest</p>
John Snow Society's 210th Anniversary Map Competition Second Place award
<p>John Snow's iconic 1854 map of the clustering of cholera deaths in Soho London was one of the best and earliest uses of epidemiology and geospatial analysis to investigate an outbreak, and led to the identification of the probable infection source – a water pump in Broad Street. https://johnsnowsociety.org/broadsheets-lectures-social/#SocialMedia</p><p>The spike map shows the density of cholera deaths in the Soho area. This visualisation offers a novel birds-eye-view perspective of the deaths distribution surrounding the Broad Street pump.</p><p>#johnsnow #choleramap #gis #mapping #disease</p>
Horror Brawl Map
map from Android, IOS game horror brawl Android: https://play.google.com/store/apps/details?id=com.keplerians.horrorbrawl&hl=ru&gl=US IOS: https://apps.apple.com/ru/app/horror-brawl-evil-nun/id1545171714 Textures: https://disk.yandex.ru/d/0L9hCKm4i80pcQ Source: Objaverse 1.0 / Sketchfab
Qatar MAP 2017 - Wreck 2
The wreck of a barge located in northern Qatari waters recording during the first week of the Qatar MAP project, May 2017. Diving was undertaken from the Qatar University research vessel RV Janan. Source: Objaverse 1.0 / Sketchfab
A Study Assessing Arrhythmia Mapping With the Multi-Electrode OPTRELL™ Mapping Catheter
ClinicalTrials.gov study NCT04983797. IPD Sharing: YES. Countries: 2. Publications: 14.
An Initial Assessment of the Sphere-9™ Catheter and Affera Mapping and Ablation System
ClinicalTrials.gov study NCT04210622. IPD Sharing: NO. Countries: 1. Publications: 2.
Clinical Pharmacology of p38 MAP Kinase Inhibitor, VX-745, in Mild Cognitive Impairment Due to Alzheimer's Disease (AD) or Mild AD
ClinicalTrials.gov study NCT02423200. IPD Sharing: Not stated. Countries: 1. Publications: 1.
A Study Assessing Arrhythmia Mapping With a Globe-Shaped, High-Density, Multi-Electrode Mapping Catheter
ClinicalTrials.gov study NCT05373862. IPD Sharing: YES. Countries: 3. Publications: 15.
Safety and Efficacy of L-NAME and Midodrine to Increase MAP
ClinicalTrials.gov study NCT00835224. IPD Sharing: Not stated. Countries: 1. Publications: 1.
Concept Mapping as a Scalable Method for Identifying Patient-Important Outcomes
ClinicalTrials.gov study NCT02792777. IPD Sharing: NO. Countries: 1. Publications: 3.
Lung-MAP S1400K: c-MET Positive
ClinicalTrials.gov study NCT03574753. IPD Sharing: Not stated. Countries: 1. Publications: 1.
Environmental Localization Mapping and Guidance for Visual Prosthesis Users
ClinicalTrials.gov study NCT04359108. IPD Sharing: NO. Countries: 1. Publications: 1.
FLOW EVAL-AF: FLOW Mapping Electrogram VALidation in Patients With Persistent Atrial Fibrillation
ClinicalTrials.gov study NCT06260670. IPD Sharing: NO. Countries: 1. Publications: 2.
Systems Support Mapping in Guiding Self-Management in Stage I-III Colorectal Cancer Survivors
ClinicalTrials.gov study NCT03520283. IPD Sharing: Not stated. Countries: 1. Publications: 1.
MAPS Trial: Matrix And Platinum Science
ClinicalTrials.gov study NCT00396981. IPD Sharing: Not stated. Countries: 11. Publications: 2.
Improving BP Control in Diverse Populations Using BP MAP
ClinicalTrials.gov study NCT03818659. IPD Sharing: NO. Countries: 1. Publications: 1.
A PET Study of the Effects of p38 MAP Kinase Inhibitor, VX-745, on Amyloid Plaque Load in Alzheimer's Disease (AD)
ClinicalTrials.gov study NCT02423122. IPD Sharing: Not stated. Countries: 1. Publications: 1.
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.