Skip to main content
Powered by ShareScore

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.

67

datasets available to search

ShareScore release 0.9.0

Reset

Dataset results

67 results for “expertise”

Learn how ShareScore rates datasets ↗
dryad32/100

Comparison of different thyroid surgical procedures and their outcomes/complications for benign disease in relation to expertise of the surgeon in a public hospital of a developing country over 2 decades

<p><b><u>Objective</u></b>: To compare the frequency of postoperative complications with thyroid surgical procedures and the expertise of the surgeon.</p> <p><b><u>Design</u></b>: Retrospective cross-sectional study from 1999 to 2018.</p> <p><b><u>Setting:</u></b> A public sector tertiary care teaching hospital.</p> <p><b><u>Participants and methods</u></b>: Patients undergoing thyroid surgery (lobectomy with isthmusectomy, subtotal thyroidectomy (STT), near total thyroidectomy (NTT), or total thyroidectomy (TT)) were included. Expertise level 1, 2 and 3 (L1, L2, L3) of the surgeon was based on years of experience or number of thyroid surgeries to their credit.</p> <p><b><u>Primary and Secondary Outcome Measures:</u></b> Postoperative complications (hypocalcemia, recurrent laryngeal nerve (RLN) damage, airway obstruction, hemorrhage and mortality) were measured against type of thyroid surgery and expertise of surgeon.</p> <p><b><u>Results:</u></b> 833 thyroid surgeries were performed on 695 (83.43%) females and 138 (16.57%) males. 502 (60.26%) STT, 228 (27.37%) TT, 61 (7.32%) NTT, 42 (5.04%) lobectomies with isthmusectomies were performed, with LI, 2, and 3 surgeons performing 21.25%, 45.74% and 33.01%, respectively. L1, 2 and 3 surgeons caused 49.47%, 33.45% and 17.08% of adverse events respectively. The permanent hypocalcemia, RLN damage and mortality were significantly (p&lt;0.05) more common in surgeries performed by L1 compared with L2 and L3.  Transient and permanent hypocalcemia, transient and permanent RLN damage and mortality were significantly (p&lt;0.01) more common for total thyroidectomy compared to subtotal thyroidectomy.</p> <p><b><u>Conclusion:</u></b> Minimizing the occurrence of complications like permanent hypocalcemia, RLN damage and mortality, expertise of the surgeon and anticipated difficulty of the procedure needs to be taken into account while selecting a thyroid procedure.</p> <p><b><u>Keywords:</u></b> Thyroid surgery, Total thyroidectomy, Subtotal thyroidectomy, near total thyroidectomy, Lobectomy with isthmusectomy, hypoparathyroidism, hypocalcemia, recurrent laryngeal nerve, postoperative complications</p>

opencc-zeroNov 2020View details →
dryad32/100

Data from: Estimates of observer expertise improve species distributions from citizen science data

1. Citizen science data are increasingly making valuable contributions to ecological studies. However, many citizen science surveys are also designed to encourage wide participation and therefore the participants have a range of natural history expertise, leading to variation and potentially bias in the data. 2. We assessed a recently proposed measure of observer expertise, calculated based on the average numbers of species recorded by observers. We investigated if this observer expertise score is associated with how often an observer records any individual species. Species reporting rates increased monotonically with the observer's expertise score for 197 of 200 species, suggesting that this expertise score describes inter-observer variation in the detectability of individual species. 3. Expertise scores were incorporated into single-species occupancy models as a covariate, to explain inter-observer variation in detectability. Including expertise as a detectability covariate led to improved model fit and improved predictive performance on validation data. The expertise score had a large effect on the estimated detectability, comparable in magnitude to the effect of the duration of the observation period. 4. Expertise scores were also included into single-species occupancy models that estimated seasonal patterns in species occupancy and seasonal expertise effects. The addition of a seasonal effect of expertise led to improved model fit and increased predictive performance on validation data. The seasonal expertise variables accounted for bias that may be introduced by seasonal differences in the effect of expertise, caused by changes in the environment or species behaviour. 5. Measures of observer expertise included in models as a covariate can account for heterogeneity and bias introduced by variable expertise, although in this example the differences in estimated occupancy were small. This method of incorporating observer expertise can be used in any regression model of species occurrence, occupancy, abundance, or density to produce more reliable ecological inference and may be most important where citizen science schemes encourage wide participation. Overall, the results highlight the value of recording observer identity and other detectability covariates, to control for sources of bias associated with the observation process.

opencc-zeroDec 2016View details →
zenodo32/100

FIGURE 1 in Reflections on PEET, the Partnerships for Enhancing Expertise in Taxonomy

FIGURE 1. Digital imaging and graphics technologies will help to invigorate a modern taxonomic enterprise, and peetsters will help to lead the way.

opennotspecifiedDec 2007View details →
zenodo32/100

Diversity of Expertise is Key to Scientific Impact: a Large Scale Analysis in the Field of Computer Science

<p><strong>This repository is companion to a research paper with the following abstract:</strong></p> <p>Understanding the relationship between the composition of a research team and the potential impact of their research papers is crucial as it can steer the development of new science policies for improving the research enterprise. Numerous studies assess how the characteristics and diversity of research teams can influence their performance across several dimensions: ethnicity, internationality, size, and others. In this paper, we explore the impact of diversity in terms of the authors&rsquo; expertise and skills. To this purpose, we retrieved 114K papers in the field of Computer Science and analysed how the diversity of research fields within a research team relates to the number of citations their papers received in the upcoming 5 years. The results show that two different metrics reflecting the diversity of expertise are directly associated with the number of citations. This suggests that, at least in Computer Science, diversity of expertise is key to scientific impact.</p>

opencc-by-4.0Apr 2023View details →
ClinicalTrials.gov32/100

Assessment of Tele-expertise for the Interpretation of MRI Among Neonates With High Risk of Neurological Sequelae

ClinicalTrials.gov study NCT03706651. IPD Sharing: Not stated. Countries: 1. Publications: 2.

restrictedIPD-UNDECIDEDFeb 2026View details →
ClinicalTrials.gov32/100

Facilitating Adaptive Expertise in Learning Computed Tomography

ClinicalTrials.gov study NCT05284838. IPD Sharing: NO. Countries: 1. Publications: 16.

closedIPD-NOFeb 2026View details →
ClinicalTrials.gov32/100

Assessment of Tele-expertise for Second Medical Opinion on Pathological Diagnosis

ClinicalTrials.gov study NCT02374697. IPD Sharing: Not stated. Countries: 1. Publications: 2.

restrictedIPD-UNDECIDEDFeb 2026View details →
ClinicalTrials.gov32/100

Exploring the Relationship Between Social Expertise and Ability to Process Different Types of Abstract Concepts and the Neural Resources Allocated to Their Processing

ClinicalTrials.gov study NCT07112027. IPD Sharing: UNDECIDED. Countries: 1. Publications: 9.

restrictedIPD-UNDECIDEDFeb 2026View details →
ClinicalTrials.gov32/100

EASE MITRAL Expertise-based Assessment Study on Clinical Efficacy of Profile 3D in MITRAL Valve Annuloplasty

ClinicalTrials.gov study NCT01112566. IPD Sharing: Not stated. Countries: 5. Publications: 1.

restrictedIPD-UNDECIDEDFeb 2026View details →
ClinicalTrials.gov32/100

Evaluation of Tele-expertise for Inmates With a Dermatological Lesion

ClinicalTrials.gov study NCT02309905. IPD Sharing: Not stated. Countries: 1. Publications: 3.

restrictedIPD-UNDECIDEDFeb 2026View details →
ClinicalTrials.gov32/100

MONITORING OF MODERATE DIABETIC RETINOPATHY BY TELE-EXPERTISE

ClinicalTrials.gov study NCT03437018. IPD Sharing: NO. Countries: 1. Publications: 3.

closedIPD-NOFeb 2026View details →
ClinicalTrials.gov32/100

Analysis and Valuation of the Expertise of Use of the Close Friends of People Victims of Traumatic Brain Injury

ClinicalTrials.gov study NCT02341092. IPD Sharing: Not stated. Countries: 1. Publications: 4.

restrictedIPD-UNDECIDEDFeb 2026View details →
ClinicalTrials.gov32/100

Early Maladaptative Schemas Among Euthymic Patients With Bipolar Disorder in the Versailles FondaMental Advanced Centers of Expertise for Bipolar Disorders Cohort

ClinicalTrials.gov study NCT03977909. IPD Sharing: NO. Countries: 1. Publications: 6.

closedIPD-NOFeb 2026View details →
ClinicalTrials.gov32/100

Expertise Asthma COPD Program with Digital Support

ClinicalTrials.gov study NCT05831566. IPD Sharing: NO. Countries: 1. Publications: 1.

closedIPD-NOFeb 2026View details →
ClinicalTrials.gov32/100

Assessment of Tele-expertise for Frozen Section Diagnosis

ClinicalTrials.gov study NCT02368769. IPD Sharing: Not stated. Countries: 1. Publications: 3.

restrictedIPD-UNDECIDEDFeb 2026View details →
ClinicalTrials.gov32/100

Perceptual Expertise Training for Triage of Moles

ClinicalTrials.gov study NCT03246633. IPD Sharing: Not stated. Countries: 1. Publications: 14.

restrictedIPD-UNDECIDEDFeb 2026View details →
ClinicalTrials.gov32/100

Cost-effectiveness of Tele-expertise for Premature Infants for Retinopathy

ClinicalTrials.gov study NCT02157727. IPD Sharing: Not stated. Countries: 1. Publications: 3.

restrictedIPD-UNDECIDEDFeb 2026View details →
ClinicalTrials.gov32/100

Collection of Human Biological Samples for the Development and Validation of New Methods of Diagnosis and for the Realization of Expertises Diagnostics in the Field of Infectious Diseases and Tropical

ClinicalTrials.gov study NCT03912246. IPD Sharing: NO. Countries: 1. Publications: 14.

closedIPD-NOFeb 2026View details →
ClinicalTrials.gov32/100

Genetic Polymorphism and Israeli Top-level Swimmers' Performance and Expertise

ClinicalTrials.gov study NCT01319032. IPD Sharing: Not stated. Countries: 1. Publications: 1.

restrictedIPD-UNDECIDEDFeb 2026View details →
ClinicalTrials.gov32/100

Impact of a Hospital Medication Expertise on Unplanned Hospitalizations at 3 Months of Nursing Homes Patients

ClinicalTrials.gov study NCT03640845. IPD Sharing: Not stated. Countries: 1. Publications: 2.

restrictedIPD-UNDECIDEDFeb 2026View details →

ScienceDex guides

Understand access before you commit

These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.

Compare curated 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.

allen-brain-atlas
neuroscienceopenDocumentation, web resources, and API references are available online.
Last verified 2026-04-30Open record

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.

abode-home-cage
behavioral-neuroscienceopenThe DataShare record exposes download links for annotations, documentation, license text, and the zipped per-snippet data directory.
Last verified 2026-04-30Open record

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.

dandi-nwb
electrophysiologyopenPublished Dandiset metadata and archive endpoints are available through the production DANDI API.
Last verified 2026-04-30Open record

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.

ibl
behavioral-neuroscienceopenPublic sessions can be searched and loaded from the IBL public data server through ONE.
Last verified 2026-04-29Open record

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.

openneuro
neuroscienceopenPublished datasets are available on demand over the internet.
Last verified 2026-04-29Open record