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Dataset results
34 results for “Multimodal integration”
Section 5.3 "Task Area 3: Multimodal data linking and integration" Figure 10
<p>Figure 10. Data flow to obtain a multimodal data structure (mmDS) with an overarching graph database (MUGDAT).</p> <p>from NFDI Grant Application, "<strong>National Research Data Infrastructure for Microscopy and Bioimage Analysis</strong>" (NFDI4BIOIMAGE)</p>
Data underlying the paper titled "Integrating multimodal Raman and photoluminescence microscopy with enhanced insights through multivariate analysis"
<p>The folder includes Raman and Photoluminescence surface maps of microsamples from Cultural Heritage materials. The maps were obtained using a multimodal optical microscope that integrates Raman and Photoluminescence optical techniques to perform a raster scanning of microsample surface. </p> <p>Data refer to the publication: https://doi.org/10.1088/2515-7647/ad5773</p> <p> </p>
Predicting Pathological Complete Response in Esophageal Squamous Cell Carcinoma Using a Multimodal Model Integrating Clinical, Radiomics, and Deep Learning Features
ClinicalTrials.gov study NCT07181850. IPD Sharing: NO. Countries: 1. Publications: 4.
Integrating Multimodal AI to Predict Treatment Response and Refine Risk Stratification in Esophageal Cancer
ClinicalTrials.gov study NCT07354295. IPD Sharing: NO. Countries: 1. Publications: 1.
Multimodal Remote Monitoring and Integrated Educational Program in OSA Patients Initiating Continuous Positive Airway Pressure (CPAP): (SLEEPCONNECT)
ClinicalTrials.gov study NCT04054180. IPD Sharing: Not stated. Countries: 1. Publications: 13.
Study of Carotid Artery Stenosis Through the Integration of Multimodal Imaging and Computational Fluid Dynamics
ClinicalTrials.gov study NCT06294496. IPD Sharing: YES. Countries: 1. Publications: 8.
Integrative Nursing Based Multimodal Interventions for Uncontrolled Hypertensives
ClinicalTrials.gov study NCT04809519. IPD Sharing: Not stated. Countries: 1. Publications: 1.
Quantitative Evaluation of Apathy Close to Real Life Situation by Means of a Multimodal Sensor System Integrated.
ClinicalTrials.gov study NCT02496312. IPD Sharing: Not stated. Countries: 0. Publications: 19.
Effects of Multimodal Exercises Integrated With Cognitive-behavioral Therapy in Subjects With Chronic Neck Pain
ClinicalTrials.gov study NCT04768790. IPD Sharing: NO. Countries: 1. Publications: 1.
Multimodal Features Integration: Genomics and Histopathological images for colon cancer stage prediction and survival stratification
<p>File Description</p> <p>clinical_patient_coad.xls - Clinical data for colon cancer patients<br>COAD__geneExp.xls - RNA data for colon cancer patients<br>COAD__methylation_450__TSS200-TSS1500.xls - DNA methylation data for colon cancer patients<br>COAD__miRNAExp__ReadCount.xls - miRNA data for colon cancer patients<br>COAD_DX_STG1.tar.gz - Image tiles for stage 1 colon cancer patients<br>COAD_DX_STG2.tar.gz - Image tiles for stage 2 colon cancer patients<br>COAD_DX_STG3.tar.gz - Image tiles for stage 3 colon cancer patients<br>COAD_DX_STG4.tar.gz - Image tiles for stage 4 colon cancer patients</p>
MOJITOO: a fast and universal method for integration of multimodal single cell data
<p>MOJITOO benchmarking seurat Robjects.</p>
Supplementary methods and dataset related to the manuscript: Temporal integration of multimodal signals in crocodiles
Open the record for dataset details and reuse information.
Existential Genomics: Effects of Multimodal Rehabilitation and Integrative Care on Patients With Chronic Pain
ClinicalTrials.gov study NCT02459639. IPD Sharing: Not stated. Countries: 0. Publications: 1.
A Cluster Randomised Controlled Trial of a Multimodal Integrated Intervention for Kidney Cachexia
ClinicalTrials.gov study NCT07107087. IPD Sharing: Not stated. Countries: 0. Publications: 0.
Multimodal Single-Cell Integration Across Time, Individuals, and Batches
GEO Series GSE305370. Homo sapiens. 80 samples. Type: Expression profiling by high throughput sequencing; Genome binding/occupancy profiling by high throughput sequencing; Other.
Integrated analysis of multimodal single-cell data
GEO Series GSE164378. Homo sapiens. 9 samples. Type: Expression profiling by high throughput sequencing; Other.
Multimodal integration of transcriptomics, proteomics and radiomics improves prediction of recurrence in patients with IDH-mutant Glioma
GEO Series GSE226321. Homo sapiens. 59 samples. Type: Expression profiling by high throughput sequencing.
Pancancer survival prediction using a deep learning architecture with multimodal representation and integration
<p>The clinical data, gene expression (mRNA) data, and microRNA expression (miRNA) data were downloaded from the PanCanAtlas TCGA project (https://gdc.cancer.gov/about-data/publications/pancanatlas). The gene copy number variation (CNV) data was downloaded from UCSC Xena (http://xena.ucsc.edu/public/).</p> <p>Files prefixed with 'Pre' represent the preprocessed datasets. The preprocessing details can be found in 'Datasets and data preprocessing' subsection.</p>
AI-Driven Multimodal Therapeutic System With Virtual Reality Integration for Anxiety Disorders in Adolescents
ClinicalTrials.gov study NCT07364136. IPD Sharing: Not stated. Countries: 1. Publications: 0.
Mechanisms of Disease Severity in Multiple Sclerosis: an Integrative Multimodal Study
ClinicalTrials.gov study NCT03369106. IPD Sharing: NO. Countries: 1. Publications: 0.
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.