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625
datasets available to search
ShareScore release 0.9.0
Dataset results
625 results for “anomaly”
Ythdf2 deficiency in microglia induces retinal inflammation and microvascular anomalies to aggravate ischemic retinopathy
GEO Series GSE256263. Mus musculus. 5 samples. Type: Expression profiling by high throughput sequencing.
Persistent epigenome anomalies in induced pluripotent stem cells from late-onset sporadic Alzheimer’s disease cases [RNA-seq]
GEO Series GSE255982. Homo sapiens. 52 samples. Type: Expression profiling by high throughput sequencing.
Loss of the Maternal Effect Gene Nlrp2 Impairs Embryonic and Extra-Embryonic Development, Unveiling a Novel Cause of Congenital Anomalies
GEO Series GSE274909. Mus musculus. 8 samples. Type: Expression profiling by high throughput sequencing.
ndufs2-/- zebrafish model Leigh syndrome with shortened lifespan, developmental anomalies, altered transcriptome and disrupted metabolism
GEO Series GSE259251. Homo sapiens; Danio rerio. 30 samples. Type: Expression profiling by high throughput sequencing.
Tbx1 haploinsufficiency causes brain metabolic and behavioral anomalies in adult mice which are corrected by vitamin B12 treatment
GEO Series GSE256042. Mus musculus. 15 samples. Type: Expression profiling by high throughput sequencing.
Control of aortic root formation by SOX17 links aortic valve defects to coronary artery anomalies
GEO Series GSE129564. Mus musculus. 4 samples. Type: Expression profiling by high throughput sequencing.
Human Activity and Environmental Metrics for Anomaly Detection
<p>This dataset contains records of human physiological and environmental data, all collected in a consistent environment at the same time intervals, designed to support research in anomaly or attack detection. The measurements simulate conditions under which physiological parameters may fluctuate, potentially indicating anomalous activities or conditions.</p> <p>The dataset includes 4002 entries with the following parameters:</p> <ul> <li>Humidity: Environmental humidity levels measured in percentage.</li> <li>Temperature: Environmental temperature recorded in degrees.</li> <li>Step count: The number of steps taken by an individual.</li> <li>motion_values: A measurement representing physical motion intensity.</li> <li>heart_rate: Heart rate measured in beats per minute.</li> <li>Attack: Binary indicator (1 or 0) denoting an "attack" or anomalous state (1) versus normal state (0).</li> </ul> <p> </p>
Subducted Water-Induced Diamond Genesis and Seismic Anomalies in Earth's Deep Lower Mantle
<p>There the <span>thermodynamic properties</span> of dimond, FeH, FeO, pyrite-type FeOOH, phase H, Fe3C, MgSiO3, and elasticity of diamond,fcc FeH, FeOOH at mantle conditions.</p>
Training Dataset and Trained Model for Supervised Anomaly Diagnosis
<ul> <li>train_data.hdf: This is the training dataset used to train the Random Forest Classifier model.</li> <li>train_label.hdf: These are the anomaly labels corresponding to each application run in the training dataset.</li> <li>parameters.json: This JSON file helps to construct all possible features (feature extraction version).</li> <li>normal_graph_search_dictionary.json: This file contains a dictionary that helps find the healthy node based on the specific application type users select.</li> <li>search_dataframe.csv: This CSV file contains the raw data of the healthy nodes provided in the normal_graph_search_dictionary.json file.</li> <li>sample_data_2.csv: This is a sample dataset used for the sample data option.</li> <li>node_anoms_sample_2.csv: This file contains the prediction results for the dataset in the sample_data_2.csv.</li> <li>test_model.sav: This is a trained Random Forest Classifier model that was trained offline.</li> </ul> <p> </p> <p> </p>
Expanded Access to Provide ARQ 092 for the Treatment of Overgrowth Diseases and/or Vascular Anomalies
ClinicalTrials.gov study NCT03317366. IPD Sharing: Not stated. Countries: 0. Publications: 0.
Persistent epigenome anomalies in induced pluripotent stem cells from late-onset sporadic Alzheimer’s disease cases [BiSulfite-seq]
GEO Series GSE255983. Homo sapiens. 4 samples. Type: Methylation profiling by high throughput sequencing.
Bcl11b defect in a human severe combined immunodeficiency with multisystem anomalies
GEO Series GSE84941. Homo sapiens. 6 samples. Type: Genome binding/occupancy profiling by high throughput sequencing.
ALKBH5 induces retinal pigment epithelium anomalies and choroidal neovascularization in age-related macular degeneration via PIK3C2B/AKT/mTOR pathway
GEO Series GSE212914. Homo sapiens. 8 samples. Type: Expression profiling by high throughput sequencing; Other.
Persistent epigenome anomalies in induced pluripotent stem cells from late-onset sporadic Alzheimer’s disease cases [scRNA-seq]
GEO Series GSE255981. Homo sapiens. 2 samples. Type: Expression profiling by high throughput sequencing.
Endothelial mutagenesis screen identifies genetic risk factors in the development vascular anomalies
GEO Series GSE137097. Mus musculus. 24 samples. Type: Expression profiling by high throughput sequencing.
Persistent epigenome anomalies in induced pluripotent stem cells from late-onset sporadic Alzheimer’s disease cases
GEO Series GSE255985. Homo sapiens. 58 samples. Type: Expression profiling by high throughput sequencing; Methylation profiling by high throughput sequencing.
Endothelial mutagenesis screen identifies genetic risk factors in the development vascular anomalies [adipose]
GEO Series GSE137095. Mus musculus. 12 samples. Type: Expression profiling by high throughput sequencing.
Endothelial mutagenesis screen identifies genetic risk factors in the development vascular anomalies [muscle]
GEO Series GSE137096. Mus musculus. 12 samples. Type: Expression profiling by high throughput sequencing.
Data set from the article Lo Rito M, Grandinetti M, Muzio G, Varrica A, Frigiola A, Micheletti A, Chessa M, Giamberti A. Results for tricuspid valve surgery in adults with congenital heart disease other than Ebstein's anomaly†. Eur J Cardiothorac Surg. 2019 Oct 1;56(4):706-713. doi: 10.1093/ejcts/ezz093. PMID: 30919906.
<p>Data set from the article Lo Rito M, Grandinetti M, Muzio G, Varrica A, Frigiola A, Micheletti A, Chessa M, Giamberti A. Results for tricuspid valve surgery in adults with congenital heart disease other than Ebstein's anomaly†. Eur J Cardiothorac Surg. 2019 Oct 1;56(4):706-713. doi: 10.1093/ejcts/ezz093. PMID: 30919906.</p> <p>This is the abstract:</p> <p><strong>Objectives: </strong>Tricuspid valve (TV) surgery in the adult with congenital heart disease (ACHD) is a frequently performed procedure. The aim of this study was to analyse postoperative and medium-term outcomes.</p> <p><strong>Methods: </strong>We conducted a single-centre retrospective study of patients with ACHD who underwent TV surgery (January 2000-December 2016); patients with Ebstein's anomalies were excluded. Operative and clinical records were reviewed. Outcomes considered were survival, grade of insufficiency/stenosis and TV reoperation at follow-up.</p> <p><strong>Results: </strong>A total of 128 patients with ACHD had TV surgery for functional regurgitation (n = 95), dysplasia (n = 23) and systemic TV (n = 10). Median age was 40.8 years [interquartile range (IQR) 25.3]; 55.5% were men. Preoperative regurgitation was classified as mild (n = 8), moderate (n = 47) and severe (n = 70). The TV was repaired in 109 as follows: ring annuloplasty (n = 43), de Vega annuloplasty (n = 29), Wooler annuloplasty (n = 13), commissural plasty (n = 9), Kay annuloplasty (n = 7) and others (n = 8). The TV was replaced in 19 patients with biological (n = 10) and mechanical (n = 9) prostheses. The median hospital stay was 12 days (IQR 10). The overall mortality rate was 8.6% (n = 11): 2 hospital deaths (1.6%) and 9 late deaths. Survival was 93% [95% confidence interval (CI) 85-97%] at 5 years and 83% (95% CI 70-91%) at 10 years. The median follow-up period was 4.95 years (IQR 7.7) with 1 TV reoperation. Echocardiographic assessment showed ≥moderate regurgitation in 34 (34.3%) patients. Suture plasty had a significantly higher incidence of TV regurgitation ≥moderate compared to ring annuloplasty (48.9% vs 26.3%; P = 0.033).</p> <p><strong>Conclusions: </strong>TV surgery in the ACHD is frequently associated with other main procedures. Stabilizing the TV annulus with a prosthetic ring guarantees lower recurrence of moderate to severe regurgitation compared to suture plasty repair.</p>
Clustering has a meaning: optimization of angular similarity to detect geometric anomalies in geological terrains - Input and processed data.
<p>This companion dataset relates to the manuscript "<strong>Clustering has a meaning: optimization of angular similarity </strong></p> <p><strong>to detect geometric anomalies in geological terrains</strong>", by</p> <p>Michał P. Michalak, Lesław Teper, Florian Wellmann, Jerzy Żaba, Krzysztof Gaidzik, Marcin Kostur, Yuriy P. Maystrenko, Paulina Leonowicz</p> <p>The archive contains the input and processed data. The input data contains XYZ coordinates of points documenting the investigated interfaces. The output files contains calculated orientations and coordinates of vectors. The output files can be processed in RStudio.</p>
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.