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42 results for “Multimodal approach”
DATASET FOR: A multimodal spectroscopic approach combining mid-infrared and near-infrared for discriminating Gram-positive and Gram-negative bacteria
<h4>Description:</h4> <p>This dataset comprises a comprehensive set of files designed for the analysis and 2D correlation of spectral data, specifically focusing on ATR and NIR spectra. It includes MATLAB scripts and supporting functions necessary to replicate the analysis, as well as the raw datasets used in the study. Below is a detailed description of the included files:</p> <ol> <li> <p><strong>Data Analysis</strong>:</p> <ul> <li><strong>File Name</strong>: <code>Data_Analysis.mlx</code></li> <li><strong>Description</strong>: This MATLAB Live Script file contains the main script used for the classification analysis of the spectral data. It includes steps for preprocessing, analysis, and visualization of the ATR and NIR spectra.</li> </ul> </li> <li> <p><strong>2D Correlation Data Analysis</strong>:</p> <ul> <li><strong>File Name</strong>: <code>Data_Analysis_2Dcorr.mlx</code></li> <li><strong>Description</strong>: This MATLAB Live Script file is similar to the primary analysis script but is specifically tailored for performing 2D correlation analysis on the spectral data. It includes detailed steps and code for executing the 2D correlation.</li> </ul> </li> <li> <p><strong>Functions</strong>:</p> <ul> <li><strong>Folder Name</strong>: <code>Functions</code></li> <li><strong>Description</strong>: This folder contains all the necessary MATLAB function files required to replicate the analyses presented in the scripts. These functions handle various preprocessing steps, calculations, and visualizations.</li> </ul> </li> <li> <p><strong>Datasets</strong>:</p> <ul> <li><strong>File Names</strong>: <code>ATR_dataset.xlsx</code>, <code>NIR_dataset.xlsx</code>, <code>Reference_data.csv</code></li> <li><strong>Description</strong>: These Excel files contain the raw spectral data for ATR and NIR analyses, as well as reference datasets. Each file includes multiple sheets with detailed measurements and metadata.</li> </ul> </li> </ol> <h4>Usage Notes:</h4> <ul> <li><strong>Software Requirements</strong>: <ul> <li>MATLAB is required to run the .mlx files and utilize the functions.</li> <li><strong>PLS_Toolbox</strong>: Necessary for certain preprocessing and analysis steps.</li> <li><strong>MIDAS 2010</strong>: Available at <a href="https://www.mathworks.com/matlabcentral/fileexchange/32384-midas-2010" target="_new" rel="noreferrer">MIDAS 2010</a>, required for the 2D correlation analysis.</li> </ul> </li> <li><strong>Replication</strong>: Users can replicate the analyses by running the <code>Data_Analysis.mlx</code> and <code>Data_Analysis_2Dcorr.mlx</code> scripts in MATLAB, ensuring that the <code>Functions</code> folder is in the MATLAB path.</li> <li><strong>Data Handling</strong>: The datasets are provided in .xlsx format, which can be easily imported into MATLAB or other data analysis software.</li> </ul>
Assessing the severity of laparotomy and partial hepatectomy in male rats – a multimodal approach
<p>A total of 136 adult male WistarHan rats were randomly assigned to three groups: Sham-laparotomy (Sham) group [7 days post-surgical survival time (n = 10)]; 50% partial hepatectomy (PH) group; 70% PH group. Both PH groups had three postoperative survival times of 1, 3, or 7 days (n = 21 for each time-point). Postoperative severity assessment was performed daily using a model-specific score sheet, behavioral testing in the Open Field (OF), telemetric data analysis, and analysis of blood and fecal samples. Parameters of surgical and postoperative distress and severity in the animals were analyzed.</p> <p>Rats were trained to the OF test thrice every alternate training day (D-20, D-18, and D-16). On D-15 (surgery I), a telemetric transmitter (hereafter referred to as transmitter implantation, TI) was surgically implanted subcutaneously in the left flank in 12 animals of each 7-day survival group. All animals in the Sham group were implanted a dummy device. Transmitter implantation was followed by a 12-day recovery phase with no further intervention. To ensure comparability, this test-free recovery period was standardized for all animals, even if they were not telemetrically monitored. Thereafter, retraining was performed on D-2 and -1 in all animals, followed by Sham, 50% PH, or 70% PH (surgery II), on D0. OF tests were performed on POD1, POD3, POD4, and POD7 (depending on survival time). Body weight was measured before individual training, as well as before and after each surgery; in addition, the body weight was measured once daily during postoperative scoring. Postoperative scoring was conducted three times a day from POD1 to POD3 and once a day in the morning from POD4 to POD7. On euthanasia day (POD1, POD3, or POD7) rats were reopened (surgery III) under general anesthesia and analgesia and were euthanized by final blood withdrawal from the inferior vena cava. Organs were removed for subsequent examinations and processed accordingly.</p>
A Multimodal Approach to Cervical Dystonia Treatment With Association of Botulinum Toxin and Motor Learning Techniques
ClinicalTrials.gov study NCT03247868. IPD Sharing: NO. Countries: 1. Publications: 12.
A Multimodality Treatment Approach to Patients With Inflammatory Cancer of the Breast and Locally Advanced Non-Inflammatory Stage III Breast Cancer and Stage IV Breast Cancer
ClinicalTrials.gov study NCT00001193. IPD Sharing: Not stated. Countries: 1. Publications: 3.
Multimodal Approach in Patients With mHSPC. Randomized Trial of APA+ADT vs APA-ADT and Local Treatment
ClinicalTrials.gov study NCT05649943. IPD Sharing: Not stated. Countries: 1. Publications: 14.
Multimodal Approach in IBD Patients
ClinicalTrials.gov study NCT01705522. IPD Sharing: Not stated. Countries: 1. Publications: 2.
Multimodal and Multidisciplinary Approach to Optimize Diagnostic, Prognostic, and Therapeutic Management of Patients with Non-ischemic Cardiomyopathies and Arrhythmogenic-inflammatory Phenotypes: a Mu
ClinicalTrials.gov study NCT06607471. IPD Sharing: UNDECIDED. Countries: 1. Publications: 34.
Multimodal Approach to Testing the Acute Effects of Mild Traumatic Brain Injury (mTBI)
ClinicalTrials.gov study NCT02069613. IPD Sharing: Not stated. Countries: 1. Publications: 6.
Measuring Silent Disease Progression in Multiple Sclerosis With a Multimodal Approach
ClinicalTrials.gov study NCT06501950. IPD Sharing: NO. Countries: 1. Publications: 2.
Multimodal Therapeutic Approach in Undernourished Maintenance Hemodialysis Patients (AMERICANO)
ClinicalTrials.gov study NCT02418065. IPD Sharing: Not stated. Countries: 1. Publications: 1.
The Multidisciplinary, Multimodality, But Minimalist Approach to Transfemoral Transcatheter Aortic Valve Replacement
ClinicalTrials.gov study NCT02287662. IPD Sharing: Not stated. Countries: 1. Publications: 1.
Neurophysiological Impact of a Fronto-temporal tDCS Stimulation in Healthy Subjects: a Multimodal Imaging Approach
ClinicalTrials.gov study NCT03056170. IPD Sharing: NO. Countries: 1. Publications: 1.
A Multimodal Approach for Clinical Diagnosis and Treatment of Primary Progressive Aphasia, MAINSTREAM ID:3430931
ClinicalTrials.gov study NCT05730023. IPD Sharing: NO. Countries: 1. Publications: 1.
Multimodal Approach to Improve the Outcome of Patients With a Proximal Femoral Fracture
ClinicalTrials.gov study NCT01673776. IPD Sharing: Not stated. Countries: 1. Publications: 3.
Methenamine in a Non-antibiotic, Multimodal Approach to UTI Prevention
ClinicalTrials.gov study NCT03996057. IPD Sharing: NO. Countries: 0. Publications: 1.
A Multidisciplinary, Multimodal Bundled Care Approach to Chronic Pelvic Pain
ClinicalTrials.gov study NCT05658874. IPD Sharing: NO. Countries: 1. Publications: 0.
Effects Multimodal Mind and Body Approach for MCI
ClinicalTrials.gov study NCT06814483. IPD Sharing: UNDECIDED. Countries: 1. Publications: 0.
Data from: What makes a multimodal signal attractive? A preference function approach
Open the record for dataset details and reuse information.
Non-Invasive, Label-free Image Approaches to Predict Multimodal Molecular Markers in Pluripotency Assessment
GEO Series GSE256303. Homo sapiens. 12 samples. Type: Expression profiling by high throughput sequencing.
Motor Impairments in Children With Autism Spectrum Disorder: a Multimodal Approach
ClinicalTrials.gov study NCT04769011. IPD Sharing: NO. Countries: 1. Publications: 0.
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Allen Brain Atlas
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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.