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824 results for “Discrimination”
Fast discriminative latent Dirichlet allocation
This is the code for fast discriminative latent Dirichlet allocation, which is an algorithm for topic modeling and text classification. The related paper is at http://www-users.cs.umn.edu/~shan/icdm09_dm.pdf
Differences of tsRNA expression profiles efficiently discriminate monozygotic twins in peripheral blood
GEO Series GSE277266. Homo sapiens. 8 samples. Type: Non-coding RNA profiling by high throughput sequencing.
Serum tRNA-derived fragment (tRF-Pro-AGG-018) as a novel diagnostic biomarker for discriminating papillary thyroid carcinoma from nodular goiter
GEO Series GSE140144. Homo sapiens. 18 samples. Type: Non-coding RNA profiling by high throughput sequencing.
Blood transcriptional profiles discriminates cerebral and mild malaria patient living in Senegal
GEO Series GSE116306. Homo sapiens. 16 samples. Type: Expression profiling by array.
N6-methyladenosine is a molecular signature for discrimination of self and non-self RNA by cytoplasmic RNA sensor RIG-I
GEO Series GSE136139. Homo sapiens. 12 samples. Type: Expression profiling by high throughput sequencing.
Measuring Minimal Residual Disease beyond 10-5 through IGHV leader-based NGS increases Prognostic Discrimination in Chronic Lymphocytic Leukemia
GEO Series GSE188587. Homo sapiens. 303 samples. Type: Other.
FIGURE 1 in Discrimination of Uranotaenia species (Diptera: Culicidae) from Madagascar based on morphology and wing morphometric traits
FIGURE 1. Distribution of Malagasy protected areas and location of the two study sites.
FIGURE 1 in Discrimination of the bumble bee species Bombus occidentalis Greene and B. terricola Kirby by morphometric, colour and RAPD variation
FIGURE 1. Typical pile colour patterns of B. occidentalis (left) and B. terricola (right).
Confusion Matrix - Discrimination from Molecular Dynamics trajectories
<p>One has 10 classes (the 9 endecapeptides + the control). The predictions were done on each data vector using the Random Forest classifier. </p> <p>Rows are the true labels and columns the predicted ones. The values are normalized by the total number of tests.</p> <p>First row would be ARG and of all predictions of the data 66% are true and 34% wrong distributed among the other amino acids as indicated in the cells.</p> <p>Colors are scaled from red (0) to blue (1) followig the values.</p>
(DATASET+REPLICATION) Does more knowledge on anti-discrimination law relate to more support for anti-discrimination policy on the rental housing market?
<p><span>In line with the conditions outlined in the data management plan of the EdisTools project, of which this study is a part, the anonymised data will be made available after five years following the end of the research project. This approach guarantees the research team’s possibilities to fully exploit the data for scientific valorisation and to obtain academic qualifications. Minimal, anonymised data will be unconditionally made available upon request but solely to replicate the study’s findings.</span></p>
Discriminating reprotoxic and non-reprotoxic phthalates by transcriptomics analysis of rat testis
GEO Series GSE20952. Rattus norvegicus. 52 samples. Type: Expression profiling by array.
Gene expression and SNP profiling discriminates chromophobe renal cell carcinoma and oncocytoma
GEO Series GSE20376. Homo sapiens. 28 samples. Type: SNP genotyping by SNP array.
Transcript leader elements contribute to competitive discrimination of mRNAs by the translational machinery
GEO Series GSE98788. Saccharomyces cerevisiae. 9 samples. Type: Other.
Data set from the article Malavazos AE, Capitanio G, Milani V, Ambrogi F, Matelloni IA, Basilico S, Dubini C, Sironi FM, Stella E, Castaldi S, Secchi F, Menicanti L, Iacobellis G, Corsi Romanelli MM, Carruba MO, Morricone LF. Tri-Ponderal Mass Index vs body Mass Index in discriminating central obesity and hypertension in adolescents with overweight. Nutr Metab Cardiovasc Dis. 2021 May 6;31(5):1613-1621. doi: 10.1016/j.numecd.2021.02.013. Epub 2021 Feb 23. Erratum in: Nutr Metab Cardiovasc Dis. 2021 Oct 28;31(11):3247-3248. PMID: 33741212.
<p>Data set from the article Malavazos AE, Capitanio G, Milani V, Ambrogi F, Matelloni IA, Basilico S, Dubini C, Sironi FM, Stella E, Castaldi S, Secchi F, Menicanti L, Iacobellis G, Corsi Romanelli MM, Carruba MO, Morricone LF. Tri-Ponderal Mass Index vs body Mass Index in discriminating central obesity and hypertension in adolescents with overweight. Nutr Metab Cardiovasc Dis. 2021 May 6;31(5):1613-1621. doi: 10.1016/j.numecd.2021.02.013. Epub 2021 Feb 23. Erratum in: Nutr Metab Cardiovasc Dis. 2021 Oct 28;31(11):3247-3248. PMID: 33741212.</p> <p> </p> <p>Astract</p> <p> </p>
The Frontal Assessment Battery (FAB) effectively discriminates between MCI and dementia within the clinical spectrum of neurochemically confirmed Alzheimer's disease
<p>Dataset associated with the paper: "The Frontal Assessment Battery (FAB) effectively discriminates between MCI and dementia within the clinical spectrum of neurochemically confirmed Alzheimer's disease"</p>
Global Gene Expression Fails to Discriminate Thin Melanomas with Poor Outcomes
GEO Series GSE79662. Homo sapiens. 19 samples. Type: Expression profiling by array.
Discriminant for genotoxic and non-genotoxic carcinogens by differentially expressed gene profiling
GEO Series GSE31307. Rattus norvegicus. 65 samples. Type: Expression profiling by array.
Platelet miRNA bio-signature discriminates between dementia with Lewy bodies and Alzheimer’s disease
GEO Series GSE147218. Homo sapiens. 14 samples. Type: Non-coding RNA profiling by high throughput sequencing.
Identification of discriminant genes and gene networks involved in pig ovarian follicular atresia
GEO Series GSE7635. Sus scrofa. 36 samples. Type: Expression profiling by array.
Data set from Ranucci M, Barile L, Ambrogi F, Pistuddi V; Surgical and Clinical Outcome Research (SCORE) Group. Discrimination and calibration properties of the hypotension probability indicator during cardiac and vascular surgery. Minerva Anestesiol. 2019 Jul;85(7):724-730. doi: 10.23736/S0375-9393.18.12620-4. Epub 2018 Nov 22. PMID: 30481996.
<p>Data set from Ranucci M, Barile L, Ambrogi F, Pistuddi V; Surgical and Clinical Outcome Research (SCORE) Group. Discrimination and calibration properties of the hypotension probability indicator during cardiac and vascular surgery. Minerva Anestesiol. 2019 Jul;85(7):724-730. doi: 10.23736/S0375-9393.18.12620-4. Epub 2018 Nov 22. PMID: 30481996.</p> <p> </p> <p>This is the abstract:</p> <p><strong>Background: </strong> Hypotension during surgery is linked to postoperative complications. Recently, a new hemodynamic algorithm intended to predict hypotensive events (hypotension probability indicator [HPI]) has been developed. The aim of the present study is to test the discrimination and calibration properties of the HPI.</p> <p><strong>Methods: </strong> The intraoperative files of 23 patients undergoing cardiac and major vascular surgery receiving the HPI-based hemodynamic monitoring were retrospectively investigated for prediction of hypotensive events (mean arterial pressure <65 mmHg). The HPI was available at 20 seconds intervals; the values of HPI five to seven minutes before a hypotensive event (HPI5-7) were tested for discrimination and calibration.</p> <p><strong>Results: </strong> The HPI5-7 has a fair level of discrimination (area under the curve 0.768) and a poor calibration, due to overestimation of the hypotensive risk. At the observed prevalence, a cut-off value of 85% carries a sensitivity of 62.4% and a specificity of 77.7%, a negative predictive value (NPV) of 97.8% and a positive predictive value (PPV) of 12.6%; a value of 98% has a PPV of 64% and an NPV of 95.3%.</p> <p><strong>Conclusions: </strong> The HPI5-7 may offer some useful insights. Values ≤85% carry a clinically acceptable NPV for hypotensive events at the observed prevalence and may represent a "safe zone" during surgery. Values >85% do not carry enough PPV to trigger hemodynamic interventions, but represent a warning signal. Values >98% are highly suggesting a hypotensive event after 5-7 minutes. Further studies exploring the predictive ability of the HPI at different times are needed.</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)
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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.