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1,782 results for “algorithms”
A Comparison framework for deep learning RFI detection algorithms in radio astronomy
<p>These are the datasets used for the study titled: A Comparison framework for deep learning RFI detection algorithms in radio astronomy. These files are made publicly available as an additional resource to the submission of the author's Masters degree at Stellenbosch University. The detection is done in the field of radio astronomy. Each dataset consists of images/spectrograms/waterfall plots for baselines, and the corresponding binary mask for each image. The datasets can be used to train machine learning models, or for the case of this study, supervised fully convolutional neural networks.</p> <p>The LOFAR datasets consists of real observations and was slightly modified from https://zenodo.org/record/6724065. See this resource regarding the observational parameters used to retrieve the data from the LOFAR Long Term Archive.The HERA dataset consists of simulated observations generated with hera_sim (https://readthedocs.org/projects/hera-sim/). The 28 March dataset consists of accurate pixel-perfect binary masks for each image. The 20 July dataset is identical to the first, except the binary masks are generated with AOFlagger. All three datasets have a test set stored with pixel-perfected simulation masks (HERA) or expert hand labeled masks (LOFAR).</p> <p>The csv file contains the results of all trained models and and has fields for: model class, #filters, #FLOPS, #weights, preprocessing methods, train, validation and test accuracy scores as well as list of (threshold, FPR, TPR) values to generate receiver operating characteristic curves. See https://github.com/CharlDuToit/RFI-NLN to visualize the results, to train new models.</p>
Scaffold Matcher: A CMA-ES based algorithm for identifying hotspot aligned peptidomimetic scaffolds (datasets)
<p>Datafiles used to reproduce the results in the "Scaffold Matcher: A CMA-ES based algorithm for identifying hotspot aligned peptidomimetic scaffolds" publication. Contains input files as well as files generated by the algorithm. Details can be found in the manuscript.</p> <p>SARSCoV19_mProFiles.zip : PDB formatted inputs and top model for SARS-CoV2 mPro.</p> <p>ScaffoldMatcherBenchmarkFiles_20230410.zip : PDB formatted benchmark inputs and top models.</p>
Data and code for "Des-q: a quantum algorithm to construct and efficiently retrain decision trees for regression and binary classification"
<p>It contains the code and the data to reproduce the figures in the paper "Des-q: a quantum algorithm to construct and efficiently retrain decision trees for regression and binary classification" published in arXiv: https://arxiv.org/abs/2309.09976</p>
Efficient Algorithms for the Group Steiner Tree Problem with Many Groups
<p>The datasets for our paper 'Efficient Algorithms for the Group Steiner Tree Problem with Many Groups'. It concludes two datasets: <code>PCSG_dataset</code> and <code>KeywordSearch_dataset</code>.</p> <p><code>PCSG_dataset</code> is in <code>PCSG_dataset.zip</code>.</p> <p>The <code>KeywordSearch_dataset</code> is compressed into several volumes in the following files: <code>KeywordSearch_dataset.zip</code>, <code>KeywordSearch_dataset.z01</code>, <code>KeywordSearch_dataset.z02</code>, <code>KeywordSearch_dataset.z03</code>, <code>KeywordSearch_dataset.z04</code>, <code>KeywordSearch_dataset.z05</code>. We recommend using <code>Bandizip</code> to unzip them.</p>
Applying Pharmacogenetic Algorithms to Individualize Dosing of Warfarin
ClinicalTrials.gov study NCT00927862. IPD Sharing: Not stated. Countries: 1. Publications: 1.
Development of Algorithms for a Hypoglycemic Prevention Alarm: Closed Loop Study
ClinicalTrials.gov study NCT00884611. IPD Sharing: Not stated. Countries: 1. Publications: 1.
Collection and Characterization of Objective Measures to Explore the Specificity of Algorithms
ClinicalTrials.gov study NCT03294681. IPD Sharing: Not stated. Countries: 3. Publications: 1.
Evaluation of Automatic Threshold Algorithms
ClinicalTrials.gov study NCT02097290. IPD Sharing: Not stated. Countries: 1. Publications: 0.
Prospective Multicenter Study in Patients With a Tumor Benign Ovarian Presumed on the Use of Algorithms Such as Roma and RMI and Tumor Markers Such as CA125 and HE4
ClinicalTrials.gov study NCT02326064. IPD Sharing: Not stated. Countries: 1. Publications: 2.
Adaptive DBS Algorithm for Personalized Therapy in Parkinson's Disease
ClinicalTrials.gov study NCT04547712. IPD Sharing: NO. Countries: 4. Publications: 2.
Pragmatic Urinary Sodium-based Treatment algoritHm in Acute Heart Failure
ClinicalTrials.gov study NCT04606927. IPD Sharing: NO. Countries: 1. Publications: 1.
Comparing the Efficacy and Safety of NN1250 Once Daily When Titrated Using 2 Different Algorithms in Insulin naïve Subjects With Type 2 Diabetes Mellitus
ClinicalTrials.gov study NCT01326026. IPD Sharing: Not stated. Countries: 4. Publications: 1.
Sustainable Methods, Algorithms, and Research Tools for Delivering Optimal Care Study
ClinicalTrials.gov study NCT02037438. IPD Sharing: YES. Countries: 1. Publications: 1.
Adjustment of Mask Pressure, for Bilevel Positive Airways Pressure Therapy, by Automated Algorithm
ClinicalTrials.gov study NCT01403584. IPD Sharing: NO. Countries: 1. Publications: 1.
Trial Between a Computer-Guided Insulin Infusion Protocol Versus a Standard Insulin Infusion Algorithm in Medical ICU
ClinicalTrials.gov study NCT00394524. IPD Sharing: Not stated. Countries: 1. Publications: 1.
Effectiveness and Safety Study of the Dexcom G4 Platinum With Modified Algorithm
ClinicalTrials.gov study NCT02087995. IPD Sharing: Not stated. Countries: 1. Publications: 1.
Efficacy and Safety of Ranibizumab in Two "Treat and Extend" Treatment Algorithms Versus Ranibizumab As Needed in Patients With Macular Edema and Visual Impairment Secondary to Diabetes Mellitus
ClinicalTrials.gov study NCT01171976. IPD Sharing: Not stated. Countries: 13. Publications: 1.
Real-Time Algorithm-Driven Ventilation Feedback to Improve Lung-Protective Ventilation in Critically Ill Patients
ClinicalTrials.gov study NCT07307066. IPD Sharing: YES. Countries: 0. Publications: 4.
Prospective Validation of a Plasma Transfusion Dosing Algorithm in Patients With Chronic Liver Disease
ClinicalTrials.gov study NCT02366845. IPD Sharing: Not stated. Countries: 1. Publications: 9.
Chronotropic Incompetence (CI) Diagnostic Algorithm in Heart Failure Patients
ClinicalTrials.gov study NCT02358603. IPD Sharing: NO. Countries: 1. Publications: 1.
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.