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Dataset results
1,389 results for “multimodality”
Multimodal learning of noncoding variant effects using genome sequence and chromatin structure
<p>ncVarPred-1D3D: pretrained models of Sei (PMID: 35817977) + our 3D structure embedding models are shared. The models are trained and validated using DeepSEA (PMID: 26301843) selected 200 bp regions (we extended to 4K bp neighboring) to predict the epigenetic profile containing 21907 epigenetic events Sei processed.</p> <p>The pretrained DeepSEA (PMID: 26301843) and reproduced DanQ (PMID: 27084946) can be found in SOTA.tar.gz.</p>
MDCC: A Multimodal Dynamic Dataset for Donation-based Crowdfunding Campaigns
<p>This is the repository of MDCC: A Multimodal Dynamic Dataset for Donation-based<br> Crowdfunding Campaigns. For details, please refer: https://github.com/Jiayang-L1/mdcc</p> <p><br> V2: We added json and csv files for easier use and renamed it with standard name. Specifically, the "comment_cor_time" column in new files means the corresponding donation time of each comment.</p>
Validated CFD Model for Multimode Gasoline Compression Ignition Engine
<p>A validated CFD model for the multimode combustion engine developed under the DOE funded project DE-EE0008478 (Co-optimized Mixed-Mode Engine and Fuel Demonstrator for Improved Fuel Economy while Meeting Emissions Requirements). It incorporates advanced physics-based fuel surrogate models for thermophysical properties and reaction kinetics. The combustion modes include spark ignition (SI), low temperature combustion (LTC), and compression ignition (CI). The real fuel model was validated for RON60, RON70, RON80, RON90, and two biofuel blends. The validation cases can be found in <a href="https://doi.org/10.2172/1887341">https://doi.org/10.2172/1887341</a>. </p>
Multimodal Fusion of Liquid Biopsy and CT Enhances Differential Diagnosis of Early-stage Lung Adenocarcinoma
<p>This research explores the potential of multimodal fusion for the differential diagnosis of early-stage lung adenocarcinoma (LUAD) (tumor sizes < 2 cm). It combines liquid biopsy biomarkers, specifically extracellular vesicle long RNA (evlRNA) and the computed tomography (CT) attributes.</p><p>It includes 4 files:</p><p>1. gene expression matrix : gene expression matrix for all samples (normalized read counts) .</p><p>2. evlRNA Rad features: 6 image features, 17 evlRNA features and labels</p><p>3. differentially expressed genes: Differentially expressed genes in LUAD patients compared with Benign individuals.</p><p>4. raw data: raw data used to for figure and table.</p>
EffectiveNess of a Multimodal preHAbilitation Program in patieNts With Bladder canCEr Undergoing Cystectomy
ClinicalTrials.gov study NCT05480735. IPD Sharing: UNDECIDED. Countries: 1. Publications: 1.
Multimodal Treatment for Hemiplegic Shoulder Pain
ClinicalTrials.gov study NCT02893267. IPD Sharing: NO. Countries: 1. Publications: 15.
Comparison of Tissue Oxygenation Measurement Using Multimodal Devices
ClinicalTrials.gov study NCT05784103. IPD Sharing: NO. Countries: 1. Publications: 2.
A Multimodal Analgesia Protocol Adapted for Ambulatory Surgery
ClinicalTrials.gov study NCT04015908. IPD Sharing: NO. Countries: 1. Publications: 1.
PH-DyPred: A Multimodal Dynamic Risk Prediction Study in Pulmonary Hypertension
ClinicalTrials.gov study NCT07131241. IPD Sharing: YES. Countries: 1. Publications: 12.
Does a Non-Opioid Multimodal Pain (NOMO) Protocol Decrease Narcotic Use
ClinicalTrials.gov study NCT05386069. IPD Sharing: NO. Countries: 1. Publications: 1.
Vaper to Vaper: A Multimodal Mobile Peer Driven Intervention to Support Adolescents in Quitting Vaping
ClinicalTrials.gov study NCT05140915. IPD Sharing: NO. Countries: 1. Publications: 2.
Ice T Postoperative Multimodal Pain Regimen in FPMRS Surgery
ClinicalTrials.gov study NCT03052816. IPD Sharing: NO. Countries: 1. Publications: 1.
A Non-interventional, International, Multicentre Clinical Research Study to Build the Largest Collection of Multimodal Data (Including Clinical Data, Imaging Data and Omics Data) in Oncology
ClinicalTrials.gov study NCT06625203. IPD Sharing: YES. Countries: 4. Publications: 7.
Development and Pilot Testing of a Multimodal Web-based Program to Address Heavy Drinking During Smoking Cessation
ClinicalTrials.gov study NCT03068611. IPD Sharing: NO. Countries: 1. Publications: 1.
The Thrive Study: Improving Multimodal Physical Function in Adults With Heterogenous Chronic Pain
ClinicalTrials.gov study NCT05700383. IPD Sharing: Not stated. Countries: 1. Publications: 2.
Efficacy of Peri-Incisional Multimodal Drug Injection Following Operative Management of Femur Fractures
ClinicalTrials.gov study NCT02793947. IPD Sharing: NO. Countries: 1. Publications: 4.
Evaluation of Outcomes in Women Undergoing Multimodality Treatment for Advanced Stage Endometrial Carcinoma
ClinicalTrials.gov study NCT04743999. IPD Sharing: NO. Countries: 1. Publications: 6.
The Baby Act Trial (BAT): a Multimodal Lifestyle Intervention
ClinicalTrials.gov study NCT03517891. IPD Sharing: YES. Countries: 1. Publications: 2.
Multimodal Uterotonics at the Time of Cesarean Section in Laboring Patients
ClinicalTrials.gov study NCT03904446. IPD Sharing: NO. Countries: 1. Publications: 3.
Efficacy of a Multimodal Brain Health Intervention for Older African Americans
ClinicalTrials.gov study NCT04863378. 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.