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126
datasets available to search
ShareScore release 0.9.0
Dataset results
126 results for “Health and Safety”
Effectiveness and Safety of the Nursing Prescription in Acute Health Problems of Low Complexity
ClinicalTrials.gov study NCT03892850. IPD Sharing: NO. Countries: 0. Publications: 0.
Clinical Study to Assess Safety, Effectiveness and In-Use Tolerability of Saffron Extract Capsules for Improving Skin Health and Reducing Signs of Aging on Healthy Adult Male and Female Subjects.
ClinicalTrials.gov study NCT07324759. IPD Sharing: Not stated. Countries: 0. Publications: 0.
"OnCall": Implementation Study of M-Health for Canadian Public Safety Personnel
ClinicalTrials.gov study NCT05255419. IPD Sharing: UNDECIDED. Countries: 0. Publications: 0.
Clinical Safety and Efficacy Study of Water Flosser in Enhancing Oral Health Among Healthy Adults Having Plaque-induced Gingivitis and Dental Plaque Accumulation
ClinicalTrials.gov study NCT07204951. IPD Sharing: NO. Countries: 0. Publications: 0.
Efficacy and Safety of Young Health Plasma on Acute Stroke
ClinicalTrials.gov study NCT02913183. IPD Sharing: YES. Countries: 0. Publications: 0.
Classification of Aeronautics System Health and Safety Documents
Most complex aerospace systems have many text reports on safety, maintenance, and associated issues. The Aviation Safety Reporting System (ASRS) spans several decades and contains over 700 000 reports. The Aviation Safety Action Plan (ASAP) contains over 12 000 reports from various airlines. Problem categorizations have been developed for both ASRS and ASAP to enable identification of system problems. However, repository volume and complexity make human analysis difficult. Multiple experts are needed, and they often disagree on classifications. Even the same person has classified the same document differently at different times due to evolving experiences. Consistent classification is necessary to support tracking trends in problem categories over time. A decision support system that performs consistent document classification quickly and over large repositories would be useful. We discuss the results of two algorithms we have developed to classify ASRS and ASAP documents. The first is Mariana---a support vector machine (SVM) with simulated annealing, which is used to optimize hyperparameters for the model. The second method is classification built on top of nonnegative matrix factorization (NMF), which attempts to find a model that represents document features that add up in various combinations to form documents. We tested both methods on ASRS and ASAP documents with the latter categorized two different ways. We illustrate the potential of NMF to provide document features that are interpretable and indicative of topics. We also briefly discuss the tool that we have incorporated Mariana into in order to allow human experts to provide feedback on the document categorizations.
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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.