Find research datasets worth reusing
Search datasets from major research repositories and use ShareScore to quickly assess how well each record supports discovery, access, and reuse.
8,537
datasets available to search
ShareScore release 0.9.0
Dataset results
8,537 results for “Openness”
FIGURE 1 in Unprecedented interweaving of single-helical and unequal double-helical chains into chiral metal–organic open frameworks with multiwalled tubular structures
FIGURE 1. Stipesoculus productus sp. nov. ♂, Holotype. Habitus. Scale bar = 1 mm.
A workflow and novel digital filters for compensating speed and equalization errors on digitized audio open-reel tapes: audio samples
<p>This repository makes available the audio samples related to the experiments described in the paper: </p> <p><em>Niccolò Pretto, Nadir Dalla Pozza, Alberto Padoan, Anthony Chmiel, Kurt James Werner, Alessandra Micalizzi, Emery Schubert, Antonio Rodà, Simone Milani and Sergio Canazza. 2021. A workflow and novel digital filters for compensating speed and equalization errors on digitized audio open-reel tapes. In Proceedings of the 16th International Conference on Audio Mostly (AM '21). Association for Computing Machinery, New York, NY, USA</em></p> <p>The experiment and the three case studies are described in the publication below. Here is the summary of their recording/reproducing standards and their notation.</p> <ul> <li>SET A: Recording 3.75 NAB (W3) - Reproducing 7.5 CCIR (R7C);</li> <li>SET B: Recording 3.75 NAB (W3) - Reproducing 15 CCIR (R15C);</li> <li>SET C: Recording 7.5 NAB (W7N) - Reproducing 15 CCIR (R15C).</li> </ul> <p>Here is the notation of the file naming: </p> <ul> <li>W: recording (writing);</li> <li>R: reproducing;</li> <li>3: 3.75 NAB;</li> <li>7N: 7.5 NAB;</li> <li>7C: 7.5 CCIR;</li> <li>15C: 15 CCIR.</li> </ul> <p>Here are the variants of the samples:</p> <ul> <li>REFERENCE: produced by using the correct equalization standard;</li> <li>ANCHOR: the "Reference" altered with a low-pass filter, with pass band set at 7 kHz for music and 3.5 kHz for speech;</li> <li>INCORRECT: produced by using an intentionally incorrect equalization, created by mismatching the recording and reading curves and resampled to the correct speed;</li> <li>MATLAB: the “Incorrect” variant corrected by means of a Matlab script;</li> <li>API: the “Incorrect” variant corrected by means of an <em>ad hoc</em> web interface adopting Web Audio API, for simulating real-time correction in web applications.</li> </ul> <p>Here is the samples list:</p> <p>SET A:</p> <ul> <li>Training: <ul> <li>sample4: Richard Wagner - <em>Ride of the Valkyries</em>;</li> </ul> </li> <li>Test: <ul> <li>sample1: Taylor Swift - <em>Shake It Off</em>;</li> <li>sample5: Queen - <em>We Will Rock You</em>;</li> <li>sample8: Bruno Maderna - <em>Continuo</em>;</li> <li>sample9: Luciano Berio - <em>Différences</em>.</li> </ul> </li> </ul> <p>SET B (the track title reflects the name of the file from which the track itself was extracted, from the CLIPS project of the University of Napoli: <a href="http://www.clips.unina.it/en/index.jsp">http://www.clips.unina.it/en/index.jsp</a>):</p> <ul> <li>Training: <ul> <li>sample22: CLIPS project - <em>LP4m18bZ</em>;</li> </ul> </li> <li>Test: <ul> <li>sample15: CLIPS project - <em>LP1f20bZ</em>;</li> <li>sample16: CLIPS project - <em>LP4m20bZ</em>;</li> <li>sample17: CLIPS project - <em>LP1f19bZ</em>;</li> <li>sample18: CLIPS project - <em>LP4m19bZ</em>.</li> </ul> </li> </ul> <p>SET C:</p> <ul> <li>Training: <ul> <li>sample3: Carl Orff - <em>Carmina Burana - O Fortuna</em>;</li> </ul> </li> <li>Test: <ul> <li>sample2: The Weeknd - <em>Save Your Tears</em>;</li> <li>sample6: Eagles - <em>Hotel California</em>;</li> <li>sample10: Bruno Maderna - <em>Musica su Due Dimensioni</em>;</li> <li>sample12: Bruno Maderna - <em>Syntaxis</em>.</li> </ul> </li> </ul> <p>Supplementary material can be found at the following DOI: 10.5281/zenodo.5118708</p> <p> </p>
VocES – An open database of child and youth vowels in spanish for research purposes
<p>Open database of typical (not altered) child and youth vowels in Spanish for research purposes. The database include 1665 recordings of the five Spanish vowels (/a/, /e/, /i/, /o/, /u/) recorded in 233 subjects (110 female and 123 male), from 3 to 16 years old. </p>
Ultrasound in managing extrapulmonary tuberculosis: A randomised, controlled, parallel, superiority, open-label trial (eFASH)
<p>These are pseudo-anonymised data from the eFASH randomised trial: "Ultrasound in managing extrapulmonary tuberculosis: A randomised, controlled, parallel, superiority, open-label trial". There is one dataset, containing baseline and outcome data (one row per participant). The data dictionary explains the data available. Between September 2018 and October 2020, 701 eligible and consenting participants were enrolled from two health facilities in Tanzania, and followed up for six months. The protocol was published, DOI: 10.1186/s12879-020-05073-9.</p>
SocketSense Open Access Data
<p>This is the summary of SocketSense's open access data.</p> <p><strong>SocketSense (https://www.socketsense.eu/) </strong>is a<strong> EU funded </strong>project aimed to develop an innovative advanced sensor-based socket system that will enable comfortable socket manufacturing tailored to patients needs. The cutting-edge technology will use real-time monitoring of residual limb tissues evolvement by collecting data through advanced embedded sensors. The end product will be designed through biomechanical modelling and CAD/CAM tools and finally coming to life via additive manufacturing.<br>With SocketSense, the prosthetists will be able to achieve a good-fit socket within the same day when the patient needs a new one, and the technique will apply to all lower limb amputees (above knee and below knee).</p> <p>Publications list</p> <pre>1. <a href="https://doi.org/10.1109/biocas54905.2022.9948616">Wearable pressure sensing for lower limb amputees.</a> 2. <a href="https://isb2021.com/">Fuzzy-logic Inference System for Transfemoral Socket Rectification.</a> 3. <a href="https://isb2021.com/">Biomechanical response of residual limb: combining shear-wave elastography and finite element analysis. </a> 4. <a href="https://isb2021.com/">Ultrasound investigation of muscle size and muscle properties in transfemoral amputees. </a> 5. <a href="https://doi.org/10.1109/DSD53832.2021.00038">Evaluation of Time Series Clustering on Embedded Sensor Platform. </a> 6. <a href="https://doi.org/10.3390/s21155016">A scoping review of pressure measurements in prosthetic sockets of transfemoral amputees during ambulation: key considerations for sensor design.</a> 7.<a href="https://doi.org/10.3390/s21113764"> Development of Prototype Low Cost QTSS™ Wearable Flexible more Envirofriendly Pressure, Shear and Friction sensors for dynamic Prosthetic Fit Monitoring. </a> 8. <a href="https://doi.org/10.3390/s21113743">A Sensor-based Decision Support System for Transfemoral Socket Rectification.</a> 9. <a href="https://doi.org/10.5220/0010838600003123">A Mechatronics-Twin Framework based on Stewart Platform for Effective Exploration of Operational Behaviors of Prosthetic Sockets with Amputees. </a> 10. <a href="https://doi.org/10.3390/s22093103">Redundancy Reduction for Sensor Deployment in Prosthetic Socket: A Case Study.</a> 11. <a href="https://www.ot-world.com/index-en.html">Simultaneous intra-socket shear and pressure measurements of a transfemoral amputee during dynamic and static activities: a feasibility study. </a> 12. <a href="https://www.ot-world.com/index-en.html">A toolbox for bi-directional conversions between 3D prosthetic socket stress measurements and its representations in 2D. </a> 13.<a href="https://doi.org/10.3390/app12030986"> Analyzing Dynamic Operational Conditions of Limb Prosthetic Sockets with A Mechatronics-Twin Framework.</a> 14. <a href="https://www.diva-portal.org/smash/get/diva2:1371201/FULLTEXT01.pdf">Master Thesis: Wearable sensors in prosthetic socket. </a> 15. <a href="http://kth.diva-portal.org/smash/get/diva2:1524817/FULLTEXT01.pdf">Master Thesis: Effective Optimization of Deployment for Wearable Sensors in Transfemoral Prosthesis. </a> </pre> <p> </p> <p>Datasets list</p> <p><br>1. <a href="https://www.mdpi.com/1424-8220/21/11/3764">RISE_DS01_Development of Prototype Low-Cost QTSS™ Wearable Flexible More Enviro-Friendly Pressure, Shear, and Friction Sensors for Dynamic Prosthetic Fit Monitoring </a><br>DOI: 10.5281/zenodo.7400478 (This summary repository)<br>Repository link: https://www.mdpi.com/1424-8220/21/11/3764 <br>D.O.I linked Publication: https://www.mdpi.com/1424-8220/21/11/3764<br>2. <a href="https://www.socketsense.eu/wp-content/uploads/sites/50/2021/04/White-Paper-sensors-Nov-2020-v2.pdf">RISE_DS02_Whitepaper on sensors</a><br>DOI: 10.5281/zenodo.7400478 (This summary repository)<br>Repository link: https://www.socketsense.eu/wp-content/uploads/sites/50/2021/04/White-Paper-sensors-Nov-2020-v2.pdf<br>D.O.I linked Publication: https://www.socketsense.eu/wp-content/uploads/sites/50/2021/04/White-Paper-sensors-Nov-2020-v2.pdf<br>3. <a href="https://www.sspa.juntadeandalucia.es/servicioandaluzdesalud/hhuuvr/innovacion/GIT/repo">SAS_DS01_Sensor measurements</a><br>DOI: 10.5281/zenodo.7400478 (This summary repository)<br>Repository link (Limited access): https://www.sspa.juntadeandalucia.es/servicioandaluzdesalud/hhuuvr/innovacion/GIT/repo<br>4. <a href="https://www.sspa.juntadeandalucia.es/servicioandaluzdesalud/hhuuvr/innovacion/GIT/repo">SAS_DS02_Scales outcomes</a><br>DOI: 10.5281/zenodo.7400478 (This summary repository)<br>Repository link (Limited access): https://www.sspa.juntadeandalucia.es/servicioandaluzdesalud/hhuuvr/innovacion/GIT/repo<br>5. <a href="https://www.sspa.juntadeandalucia.es/servicioandaluzdesalud/hhuuvr/innovacion/GIT/repo">SAS_DS03_Ultrasound and elastography</a><br>DOI: 10.5281/zenodo.7400478 (This summary repository)<br>Repository link (Limited access): https://www.sspa.juntadeandalucia.es/servicioandaluzdesalud/hhuuvr/innovacion/GIT/repo<br>6.<a href="https://zenodo.org/record/7624740#.Y-UeuHbP1jE"> Össur_DS01_PilotStudy</a><br>SocketSense Össur DS01 Pilot Study<br>DOI: 10.5281/zenodo.7624740<br>Repository link: https://zenodo.org/record/7624740#.Y-UeuHbP1jE<br>7. <a href="https://zenodo.org/record/7624975#.Y-UvknbP1jE">Össur_DS01_PilotStudy_Shear+Pressure</a><br>SocketSense Össur DS01 Pilot Study Shear & Pressure<br>DOI: 10.5281/zenodo.7624975<br>Repository link: https://zenodo.org/record/7624975#.Y-UvknbP1jE<br>8. <a href="http://https://zenodo.org/record/7625218#.Y-UedXbP1jE">Össur_DS02_2DResidualLimbMaps</a><br>SocketSense Össur DS02 2D Residual Limb Maps<br>DOI: 10.5281/zenodo.7625218<br>Repository link: https://zenodo.org/record/7625218#.Y-UedXbP1jE<br>9. <a href="https://www.southtees.nhs.uk/about/strive/innovation-team/what-innovation-does/ ">STH_DS01_Patient data </a><br>DOI: 10.5281/zenodo.7400478 (This summary repository)<br>Repository link (Limited access): https://www.southtees.nhs.uk/about/strive/innovation-team/what-innovation-does/ <br>10.<a href="https://zenodo.org/record/7615573#.Y-JfdHbMLSE"> KTH_DS01_Sensor Redundancy Reduction</a><br>The program involved in the 2022 MDPI Sensors paper “Redundancy Reduction for Sensor Deployment in Prosthetic Socket: A Case Study”.<br>DOI: D.O.I: 10.5281/zenodo.7615573<br>Repository link: https://zenodo.org/record/7615573#.Y-JfdHbMLSE<br>11. <a href="https://zenodo.org/record/7615573#.Y-JfdHbMLSE">KTH_DS02_Sensor Clustering</a><br>The program involved in the 2021 24th Euromicro Conference on Digital System Designpaper “Evaluation of Time Series Clustering on Embedded Sensor Platform”.<br>DOI: 10.5281/zenodo.7615573<br>Repository link: https://zenodo.org/record/7615573#.Y-JfdHbMLSE<br>12. <a href="https://zenodo.org/record/7713030#.ZAn6mdLMIUE">KTH_DS03_Stewart_Platform_Mock_Trials</a><br>DOI: 10.5281/zenodo.7713030<br>Repository link: https://zenodo.org/record/7713030#.ZAn6mdLMIUE<br>13. <a href="https://zenodo.org/record/7713030#.ZAn6mdLMIUE">KTH_DS04_Biomechanical_Model</a><br>DOI: 10.5281/zenodo.7713030<br>Repository link: https://zenodo.org/record/7713030#.ZAn6mdLMIUE<br>14.<a href="https://zenodo.org/record/7713030#.ZAn6mdLMIUE"> KTH_DS05_Finite_Element_Analysis</a><br>DOI: 10.5281/zenodo.7713030<br>Repository link: https://zenodo.org/record/7713030#.ZAn6mdLMIUE<br>15. <a href="https://zenodo.org/record/7656763#.Y_NartLMIUE ">TWI_DS01_Samples of Rectified Transfemoral Sockets with Fuzzy-Logic-Based Decision Support System</a><br>This dataset contains sample rectified transfemoral sockets as an output of the fuzzy-logic DSS.<br>DOI: 10.5281/zenodo.7656763<br>Repository link: https://zenodo.org/record/7656763#.Y_NartLMIUE <br>D.O.I linked Publication: https://doi.org/10.3390/s21113743</p> <p><br> </p> <p> </p> <p> </p> <p> </p>
An Open-Label, Single- & Multiple-Dose Study to Investigate the Pharmacokinetics of Sitagliptin 100 mg in Healthy Chinese Adult Subjects (0431-108)(COMPLETED)
ClinicalTrials.gov study NCT00642798. IPD Sharing: Not stated. Countries: 0. Publications: 0.
An Open-Label Study of DCCR Tablet in Patients With PWS
ClinicalTrials.gov study NCT04086810. IPD Sharing: Not stated. Countries: 0. Publications: 0.
This is a Multi-center, Single Arm, Open Label Study Intended to Provide Expanded Access to Plerixafor for Patients With Non-Hodgkin's Lymphoma (NHL), Hodgkin's Disease (HD) or Multiple Myeloma (MM) W
ClinicalTrials.gov study NCT00720603. IPD Sharing: Not stated. Countries: 0. Publications: 0.
An Open-Label, Expanded Access Protocol of Iniparib Breast Cancer
ClinicalTrials.gov study NCT01130259. IPD Sharing: Not stated. Countries: 0. Publications: 0.
Inhaled Treprostinil for PAH: Open-label Extension
ClinicalTrials.gov study NCT01557660. IPD Sharing: Not stated. Countries: 0. Publications: 0.
An Open Label Study to Assess the Efficacy, Safety and Tolerability of COZAAR Plus (Losartan Potassium 50mg/Hydrochlorothiazide 12.5mg) Possibly Titrated up to COZAAR Plus-F (Losartan Potassium 100mg/
ClinicalTrials.gov study NCT00449111. IPD Sharing: Not stated. Countries: 0. Publications: 0.
An Open-Label Extension Study of NGX-4010 for the Treatment of Neuropathic Pain
ClinicalTrials.gov study NCT00089557. IPD Sharing: Not stated. Countries: 0. Publications: 0.
Open-Label, Randomised Parallel-Group Study
ClinicalTrials.gov study NCT00728533. IPD Sharing: Not stated. Countries: 0. Publications: 0.
An Open-Label, Expanded Access Protocol of LAM-002A in C9ORF72-Associated Frontotemporal Dementia (FTD)
ClinicalTrials.gov study NCT05483322. IPD Sharing: Not stated. Countries: 0. Publications: 0.
Study on Nation-wide Health Care Quality Information Openness and Transparency Mechanism Establishment
ClinicalTrials.gov study NCT01194011. IPD Sharing: Not stated. Countries: 0. Publications: 0.
An Open Label, Expanded Access Protocol With SAGE-547 for Super-Refractory Status Epilepticus
ClinicalTrials.gov study NCT02433314. IPD Sharing: Not stated. Countries: 0. Publications: 0.
Open-label Evaluation of Polymyxin B Hemoperfusion for Septic Shock
ClinicalTrials.gov study NCT02825329. IPD Sharing: Not stated. Countries: 0. Publications: 0.
A Multicenter, Open-Label Continuation Trial Evaluating the Tolerability and Activity of Depsipeptide (FK228) in Patients That Have Completed a Prior Clinical Study With Depsipeptide.
ClinicalTrials.gov study NCT00299351. IPD Sharing: Not stated. Countries: 0. Publications: 0.
GOAT; Phase I Open Label Study of CGTG-102, a GM-CSF Encoding Oncolytic Adenovirus, for Advanced Cancers
ClinicalTrials.gov study NCT01437280. IPD Sharing: Not stated. Countries: 0. Publications: 0.
Open-label Phase IV Clinical Trial to Evaluate the Safety and Tolerability of Zoledronic Acid in Patients With Prostate Cancer and Bone Metastases
ClinicalTrials.gov study NCT00242554. IPD Sharing: Not stated. Countries: 0. 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.