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Dataset results
99 results for “observational learning”
State estimation of surface and deep flows from sparse SSH observations of geostrophic ocean turbulence using Deep Learning
<p>This is a data repository in support of the publication "State estimation of surface and deep flows from sparse SSH observations of geostrophic ocean turbulence using Deep Learning" by Manucharyan et al. (2020), Journal of Advances in Modeling Earth Systems. The zipped file contains 10-day-separated snapshots of surface and deep ocean streamfunctions from the two-layer quasigeostrophic model of ocean turbulence. The included Python scripts demonstrate the efficacy of Deep Learning in temporal interpolation and state estimation given partial observations of the surface ocean turbulence.</p> <p> </p>
Data from: Learning of efficient behaviour in spatial exploration through observation of behaviour of conspecific in laboratory rats
Recent studies have suggested that rodent behaviour is influenced by the behaviour of surrounding conspecifics (e.g. emotional contagion and prosocial behaviour). However, little is known about deferred imitation and complex observational learning in rats. The purpose of this study was to reveal whether rats can learn from another rat's experiences. In a maze, observer rats watched the foraging behaviour of other rats (demonstrators) and then foraged in turn. The results showed that demonstrators explored inefficiently, but observers explored more efficiently after observing inefficient exploration by the demonstrators. This observational learning probably involved the acquisition of an efficient strategy through spatial exploration.
Use of an Observer Tool to Improve Learning Outcomes for Cardiac Arrest Management
ClinicalTrials.gov study NCT05187299. IPD Sharing: NO. Countries: 0. Publications: 4.
Learning a Motor Task Through Observation
ClinicalTrials.gov study NCT00050869. IPD Sharing: Not stated. Countries: 1. Publications: 1.
Observational Learning in Stroke Patients
ClinicalTrials.gov study NCT00083642. IPD Sharing: Not stated. Countries: 1. Publications: 1.
Data from: Learning of efficient behaviour in spatial exploration through observation of behaviour of conspecific in laboratory rats
Open the record for dataset details and reuse information.
Antarctic Circumpolar Current transport through Drake Passage: What can we learn from comparing high-resolution model results to observations?
<p>Datasets for the Journal of Geophysical Research: Oceans publication: "Antarctic Circumpolar Current transport through Drake Passage: What can we learn from comparing high-resolution model results to observations?"</p> <p>[Abstract] Uncertainty exists in the time-mean total transport of the Antarctic Circumpolar Current (ACC), the world’s strongest ocean current. The two most recent observational programs in Drake Passage, DRAKE and cDrake, yielded transports of 141 and 173.3 Sv, respectively. In this paper, we use a realistic 1/12° global ocean simulation to interpret these observational estimates and reconcile their differences. We first show that the modeled ACC transport in the upper 1000 m is in excellent agreement with repeat shipboard acoustic Doppler current profiler (SADCP) transects and that the exponentially decaying transport profile in the model is consistent with the profile derived from repeat hydrographic data. By further comparing the model results to the cDrake and DRAKE observations, we argue that the modeled 157.3 Sv transport, i.e. approximately the average of the cDrake and DRAKE estimates, is actually representative of the time-mean ACC transport through the Drake Passage. The cDrake experiment overestimates the barotropic contribution in part because the array undersampled the deep recirculation southwest of the Shackleton Fracture Zone, whereas the surface geostrophic currents used in the DRAKE estimate yielded a weaker near-surface transport than implied by the SADCP data. We also find that the modeled baroclinic and barotropic transports are not correlated, thus monitoring either baroclinic or barotropic transport alone may be insufficient to assess the temporal variability of the total ACC transport.</p>
On the importance of additional behavioral observation in behavioral psychopharmacology research: a case study on agomelatine's effects on feedback sensitivity in probabilistic reversal learning test in rats
<p>Dataset to the manuscript entitled: On the importance of additional behavioral observation in behavioral psychopharmacology research: a case study on agomelatine's effects on feedback sensitivity in probabilistic reversal learning test in rats.</p>
An Observational Study to Learn More About How Safe Finerenone is and How Well it Works in People With Chronic Kidney Disease and Type 2 Diabetes in Routine Medical Care in the United States
ClinicalTrials.gov study NCT06608212. IPD Sharing: NO. Countries: 1. Publications: 0.
Glutamate Modulation of tDCS Over Premotor Cortex Combined With Peripheral Nerve Stimulation Promoted Observation-execution-related Cortical Excitability and Motor Learning
ClinicalTrials.gov study NCT06694909. IPD Sharing: Not stated. Countries: 1. Publications: 0.
An Observational Study to Learn More About the Impact of Gadoxetate Sodium-Enhanced Magnetic Resonance Imaging (EOB-MRI) When Used to Diagnose the Spread of Cancer From the Pancreas to the Liver in Ja
ClinicalTrials.gov study NCT06106568. IPD Sharing: NO. Countries: 1. Publications: 0.
An Observational Study, Called ROCURS, to Learn About COVID-19 Related Outcomes in People With Cancer Who Are Treated With Tyrosine Kinase Inhibitors (TKIs) Including Regorafenib or Sorafenib
ClinicalTrials.gov study NCT05594147. IPD Sharing: NO. Countries: 1. Publications: 0.
An Observational Study Called FINE-REAL Korea to Learn More About the Use of the Drug Finerenone in People With Chronic Kidney Disease and Type 2 Diabetes in a Routine Medical Care Setting in South Ko
ClinicalTrials.gov study NCT07232537. IPD Sharing: NO. Countries: 1. Publications: 0.
An Observational Pregnancy Safety Study in Women Who Were Exposed to the Drug Nifurtimox During Pregnancy to Learn About the Risk of Pregnancy Complications and About the Mother's and Baby's Health
ClinicalTrials.gov study NCT05477953. IPD Sharing: NO. Countries: 11. Publications: 0.
An Observational Study to Learn More About Treatment Patterns and Factors Determining the Choice of Treatment in Canadian Men With Metastatic Hormone Sensitive Prostate Cancer in Routine Medical Care
ClinicalTrials.gov study NCT06874114. IPD Sharing: NO. Countries: 1. Publications: 0.
An Observational Study to Learn More About How Safe Treatment With Rivaroxaban is in Children in Japan With Venous Thromboembolism
ClinicalTrials.gov study NCT06278051. IPD Sharing: NO. Countries: 1. Publications: 0.
An Observational Study, Called RegoFlex EU, to Learn More About the Use of Stivarga at Reduced Doses as Recommended (Flexible Dosing) to Treat People With Metastatic Colorectal Cancer in Real World Se
ClinicalTrials.gov study NCT05551039. IPD Sharing: NO. Countries: 1. Publications: 0.
An Observational Study to Learn More About the Safety of Darolutamide in Men With Prostate Cancer in Korea
ClinicalTrials.gov study NCT06334120. IPD Sharing: NO. Countries: 1. Publications: 0.
An Observational Study Called FINEROD to Learn More About the Use of the Treatment Finerenone Including How Safe it is and How Well it Works Under Real-world Conditions
ClinicalTrials.gov study NCT06278207. IPD Sharing: NO. Countries: 4. Publications: 0.
An Observational Study to Learn More About the Use of Vericiguat in Korean People With Chronic Heart Failure With Reduced Ejection Fraction (HFrEF) in Real-world Setting
ClinicalTrials.gov study NCT06148935. IPD Sharing: NO. 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.