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ShareScore release 0.9.0
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63 results for “Decision analysis”
Microarray analysis of RNA of TCR transgenic CD8 T cells to assess the role of protein glycosylation in the decision between deletion vs. anergy in immune tolerance
GEO Series GSE31988. Mus musculus. 11 samples. Type: Expression profiling by array.
Decision Analysis in e-Cognocracy using Dynamic Social Networks
<p>Poser presented to the ICDSST 2020 Conference, International Conference on Decision Support System Technologies, Zaragoza (Spain), May 21-23 2020.</p>
Dataset related to article: "Diffuse idiopathic skeletal hyperostosis in subjects with congestive heart failure undergoing cardiac rehabilitation: A decision tree analysis"
<p>We provide the raw data used for the following article:</p> <ul> <li> <p>Ambrosino P, Scrutinio D, De Campi M, Miniero E, Formisano R, Spedicato GA, Iannuzzi GL, Pappone N.<br> <em>Diffuse idiopathic skeletal hyperostosis in subjects with congestive heart failure undergoing cardiac rehabilitation: A decision tree analysis. </em><br> "J Rehabil Med". 2020 Mar 18;52(3):jrm00030. doi: 10.2340/16501977-2658. PMID: 32104899.</p> </li> </ul> <p> </p> <p><strong>Abstract</strong></p> <p><strong>Objective: </strong> To assess the prevalence of diffuse idiopathic skeletal hyperostosis and its relationship with vascular risk factors among patients with congestive heart failure.</p> <p><strong>Design: </strong> Population-based cross-sectional study.</p> <p><strong>Participants: </strong> A total of 584 consecutive patients admitted to a Rehabilitative Cardiology Unit.</p> <p><strong>Methods: </strong> Chi-square Automatic Interaction Detector (CHAID) decision tree analysis was used to build a predictive model.</p> <p><strong>Results: </strong> The mean age (standard deviation) of the study population was 68.1 years (standard deviation 12.3), and 77.7% of the subjects were men. The overall prevalence of diffuse idiopathic skeletal hyperostosis in the cohort was 49.8%. Logistic regression analysis showed that age was a predictor of diffuse idiopathic skeletal hyperostosis (odds ratio: 1.034; 95% confidence interval 1.021-1.047, p < 0.001), with increasing odds ratios for increasing age tertiles. The CHAID prediction model identified 2 age "buckets": < 69 and ≥ 69 years. Patients ≥ 69 years had a diffuse idiopathic skeletal hyperostosis prevalence of 60.1%, compared with 39.2% among those < 69 years. Notably, body mass index was a predictor of diffuse idiopathic skeletal hyperostosis in this younger subset of patients (p = 0.028), with 2 body mass index "buckets", ≤ 23.3 and > 23.3 kg/m2, the latter showing more than twice the prevalence of diffuse idiopathic skeletal hyperostosis (43.2% vs 20%).</p> <p><strong>Conclusion: </strong> Diffuse idiopathic skeletal hyperostosis is extremely frequent among patients with congestive heart failure, with age and body mass index being the strongest predictors.</p>
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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.