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5,225 results for “moderation”
Figure 1 in The diversity of ants in moderately isolated islands of Japan: towards understanding of factors affecting their colonisation success
Figure 1. Location of the study islands and the main-island reference regions.
Gene Ontology Enrichment Analysis of High and Moderate Impact SNPs and InDels in CHMX_Ch1 and QO Genomes
Open the record for dataset details and reuse information.
RP-Mod & RP-Crowd: Moderator- and Crowd-Annotated German News Comment Datasets
<p>Abuse and hate are penetrating social media and many comment sections of news media companies. These platform providers invest considerable efforts to moderate user-generated contributions to prevent losing readers who get appalled by inappropriate texts. This is further enforced by legislative actions, which make non-clearance of these comments a punishable action. While (semi-)automated solutions using Natural Language Processing and advanced Machine Learning techniques are getting increasingly sophisticated, the domain of abusive language detection still struggles as large non-English and well-curated datasets are scarce or not publicly available.</p> <p>With this work, we publish and analyse the largest annotated German abusive language comment datasets to date. In contrast to existing datasets, we achieve a high labelling standard by conducting a thorough crowd-based annotation study that complements professional moderators' decisions, which are also included in the dataset. We compare and cross-evaluate the performance of baseline algorithms and state-of-the-art transformer-based language models, which are fine-tuned on our datasets and an existing alternative, showing the usefulness for the community.</p>
Moderate-severe OSA screening based on support vector machine of the Chinese population facio-cervical measurements dataset: A cross-sectional study
<p><strong>Objectives</strong> Obstructive sleep apnea (OSA) has received much attention as a risk factor for perioperative complications and 68.5% of OSA patients remain undiagnosed before surgery. Facio-cervical characteristics may screen OSA for Asians due to smaller upper airways compared to Caucasians. Thus, our study aimed to explore a machine-learning model to screen moderate-severe OSA based on facio-cervical and anthropometric measurements.</p> <p><strong>Design </strong>A cross-sectional study.</p> <p><strong>Setting</strong> Data were collected from the Shanghai Jiao Tong University School of Medicine affiliated Ruijin Hospital between February 2019 and August 2020.</p> <p><strong>Participants</strong> A total of 481 Chinese participants were included in the study.</p> <p><strong>Primary and secondary outcome</strong> (1) Identification of moderate-severe OSA with apnea-hypopnea index (AHI)15 events·h<sup>−1</sup>. (2) Verification of the machine learning model.</p> <p><strong>Results</strong> The SABIHC2 model (Sex-Age-Body mass index-maximum Interincisal distance-ratio of Height to thyro-sternum distance-neck Circumference-waist Circumference) was set up. The SABIHC2 model could screen moderate-severe OSA with an area under the curve (AUC)=0.832, the sensitivity of 0.916, and specificity of 0.749, and performed better than the STOP-BANG questionnaire, which showed AUC=0.631, the sensitivity of 0.487, and specificity of 0.772. Especially for asymptomatic patients (ESS < 10), the SABIHC2 model demonstrated better predictive ability compared to the STOP-BANG questionnaire, with AUC (0.824 vs. 0.530), sensitivity (0.892 vs. 0.348), and specificity (0.755 vs. 0.809).</p> <p><strong>Conclusion</strong> The SABIHC2 machine learning model provides a simple and accurate assessment of moderate-severe OSA in the Chinese population, especially for those without significant daytime sleepiness.</p>
High resolution images MS lesion with moderate demyelination
<p>High resolution images of MS lesions with moderate demyelination.</p>
Data and code for 'Baseline food insecurity moderates the acute effect of subjective socioeconomic status on food consumption'
<p>Data and R code underlying the paper 'Baseline food insecurity moderates the acute effect of subjective socioeconomic status on food consumption'</p> <p>This version uploaded in association with a new version of the paper and a different analysis strategy, May 2019</p>
Comparison of Efficacy of Dexamethasone and Methylprednisolone in Moderate to Severe Covid 19 Disease
ClinicalTrials.gov study NCT04603729. IPD Sharing: NO. Countries: 1. Publications: 0.
Effects of L-arginine Supplementation in Adults With Moderate to Severe Asthma
ClinicalTrials.gov study NCT00280683. IPD Sharing: Not stated. Countries: 1. Publications: 0.
Phase II Study to Evaluate the Cardiac Safety of 2 Doses of CHF5993 Both Combined With CHF1535 BID Versus CHF1535 BID in Patients With Moderate to Severe COPD
ClinicalTrials.gov study NCT01584505. IPD Sharing: YES. Countries: 6. Publications: 0.
Efficacy and Safety Study of PT009, PT008, and PT005 in Subjects With Moderate to Severe Chronic Obstructive Pulmonary Disease (COPD)
ClinicalTrials.gov study NCT02196077. IPD Sharing: YES. Countries: 1. Publications: 0.
Emervel Classic Lidocaine Versus Juvederm® Ultra in Treatment of Moderate to Severe Facial Wrinkles and Folds
ClinicalTrials.gov study NCT01205048. IPD Sharing: NO. Countries: 1. Publications: 0.
A Study to Identify an Optimal Dose of QCZ484 in Mild to Moderate Hypertensive Patients
ClinicalTrials.gov study NCT06857955. IPD Sharing: YES. Countries: 3. Publications: 0.
Efficacy and Safety of Aliskiren/Amlodipine/Hydrochlorothiazide in Patients With Moderate-severe Hypertension
ClinicalTrials.gov study NCT00765674. IPD Sharing: Not stated. Countries: 12. Publications: 0.
Effect of 2-Week Nightly Moderate Hypoxia on Glucose Tolerance in Individuals With Type 2 Diabetes
ClinicalTrials.gov study NCT02513641. IPD Sharing: Not stated. Countries: 1. Publications: 0.
Efficacy, Safety and Tolerability of Topical 10% Terbinafine Hydrogen Chloride Versus 5% Amorolfine Nail Lacquer in Patients With Mild to Moderate Toenail Onychomycosis
ClinicalTrials.gov study NCT00459537. IPD Sharing: Not stated. Countries: 10. Publications: 0.
Chronic Dosing Cross-Over Study to Assess the Efficacy and Safety of Glycopyrronium (PT001) in Adult Subjects With Intermittent Asthma or Mild to Moderate Persistent Asthma
ClinicalTrials.gov study NCT02433834. IPD Sharing: Not stated. Countries: 1. Publications: 0.
Pharmacokinetic, Safety and Tolerability Study of Aclidinium/Formoterol Fixed Dose Combination and Formoterol in Patients With Moderate to Severe Chronic Obstructive Pulmonary Disease (COPD)
ClinicalTrials.gov study NCT01551888. IPD Sharing: Not stated. Countries: 1. Publications: 0.
Surgical Strategies in Moderate Ischemic Mitral Insufficiency in Patients Undergoing Coronary Artery Bypass Graft
ClinicalTrials.gov study NCT04279678. IPD Sharing: UNDECIDED. Countries: 1. Publications: 0.
Efficacy and Safety of Acetyl L-Carnitine in COVID-19 Patients With Mild-to-Moderate Disease
ClinicalTrials.gov study NCT04623619. IPD Sharing: NO. Countries: 0. Publications: 7.
A Study of Bermekimab for the Treatment of Participants With Moderate to Severe Hidradenitis Suppurativa
ClinicalTrials.gov study NCT04988308. IPD Sharing: YES. Countries: 8. Publications: 0.
ScienceDex guides
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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.