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Dataset results
34 results for “causal modelling”
Data from: Modeling the perception of audiovisual distance: Bayesian causal inference and other models
Studies of audiovisual perception of distance are rare. Here, visual and auditory cue interactions in distance are tested against several multisensory models, including a modified causal inference model. In this causal inference model predictions of estimate distributions are included. In our study, the audiovisual perception of distance was overall better explained by Bayesian causal inference than by other traditional models, such as sensory dominance and mandatory integration, and no interaction. Causal inference resolved with probability matching yielded the best fit to the data. Finally, we propose that sensory weights can also be estimated from causal inference. The analysis of the sensory weights allows us to obtain windows within which there is an interaction between the audiovisual stimuli. We find that the visual stimulus always contributes by more than 80% to the perception of visual distance. The visual stimulus also contributes by more than 50% to the perception of auditory distance, but only within a mobile window of interaction, which ranges from 1 to 4 m.
Data from: Modeling the perception of audiovisual distance: Bayesian causal inference and other models
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HALO: Hierarchical Causal Modeling for Single Cell Multi-Omics Data
GEO Series GSE302151. Homo sapiens. 31 samples. Type: Expression profiling by high throughput sequencing; Genome binding/occupancy profiling by high throughput sequencing.
Human iPSC-derived retinal pigment epithelium: a model system for identifying and functionally characterizing causal variants at AMD risk loci
GEO Series GSE126847. Homo sapiens. 24 samples. Type: Expression profiling by high throughput sequencing; Genome binding/occupancy profiling by high throughput sequencing.
NBL1 Correlates with Renal Phenotypes in Mouse Models of Kidney Disease, but is not Causal: Male Nbl1 HET or WT Mice Treated with Cisplatin or PBS
GEO Series GSE310628. Mus musculus. 31 samples. Type: Expression profiling by high throughput sequencing.
NBL1 Correlates with Renal Phenotypes in Mouse Models of Kidney Disease, but is not Causal: Male Mice with XLAS either HET or WT for Nbl1
GEO Series GSE310901. Mus musculus. 24 samples. Type: Expression profiling by high throughput sequencing.
Single nuclei RNAseq analysis of HD mouse model and human brain reveals impaired 1 oligodendrocyte maturation and potential causal regulators
GEO Series GSE180928. Homo sapiens. 32 samples. Type: Expression profiling by high throughput sequencing.
The causal loop diagram model of traceability system rental equipment in oil and gas supporting companies
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Testing a Causal Model of Cognitive Control Deficits in Posttraumatic Stress Disorder (PTSD)
ClinicalTrials.gov study NCT06016673. IPD Sharing: Not stated. Countries: 1. Publications: 0.
Feasibility of an Augmented Two-Day Step Test and Causal Modeling for Post-Exertional Symptom Exacerbation in Post Covid-19 Syndrome
ClinicalTrials.gov study NCT06933017. IPD Sharing: NO. Countries: 1. Publications: 0.
Effective Connectivity in Patients Receiving Spinal Cord Stimulation: an fMRI and EEG Dynamic Causal Modeling Study
ClinicalTrials.gov study NCT03626428. IPD Sharing: Not stated. Countries: 1. Publications: 0.
Where Culture Meets Genetics: Exploring Latinas Causal Attributions of Breast and Colon Cancer and Models of Disease Inheritance
ClinicalTrials.gov study NCT02767986. IPD Sharing: NO. Countries: 1. Publications: 0.
To Explore the Functional Connectivity Pattern of Cortical Swallowing Network in the Oral Phase of Post-stroke Dysphagia Based on Dynamic Causal Modelling
ClinicalTrials.gov study NCT06564688. IPD Sharing: NO. Countries: 0. Publications: 0.
Causal Modeling Using Network Ensemble Simulations Predicts Novel Lipid Metabolism Genes
GEO Series GSE15226. Mus musculus. 120 samples. Type: Expression profiling by array.
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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.