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.
5,565
datasets available to search
ShareScore release 0.9.0
Dataset results
5,565 results for “medical”
Experimental and computational approach to biomechanical human head modelling: advanced Head models for safety Enhancement And medical Development (aHEAD)
<p>Data regarding <strong>Experimental and computational approach to biomechanical human head modelling: advanced Head models for safety Enhancement And medical Development (aHEAD)</strong></p>
Perceptions and Knowledge regarding the application of Artificial Intelligence (AI) technologies in healthcare system; A cross-sectional Study involving Medical Students.
<p>This is the data set of a cross-sectional study that was carried out on medical students at Rawalpindi medical university, Pakistan involving 211 participants.</p>
Automated, medication-targeted alerts for Acute Kidney Injury – A randomized trial
<p>Acute kidney injury is common among hospitalized individuals, particularly those exposed to certain medications, and is associated with substantial morbidity and mortality. In a pragmatic, open-label, parallel group randomized controlled trial (clinicaltrials.gov NCT02771977), we investigate whether an automated clinical decision support system affects discontinuation rates of potentially nephrotoxic medications and improves outcomes in patients with AKI. Participants included 5,060 hospitalized adults with AKI and an active order for any of three classes of medications of interest: non-steroidal anti-inflammatory drugs, renin-angiotensin-aldosterone system inhibitors, or proton pump inhibitors. Within 24 hours of randomization, a medication of interest was discontinued in 61.1% of the alert group versus 55.9% of the usual care group (relative risk 1.08, 1.04–1.14, p=0.0003). The primary outcome – a composite of progression of acute kidney injury, dialysis, or death – occurred in 585 (23.1%) individuals in the alert group and 639 (25.3%) patients in the usual care group (RR 0.92, 0.83–1.01, p=0.09). The pre-specified subgroup analysis found a significant benefit of alerting among those exposed to proton pump inhibitors but not non-steroidal anti-inflammatory drug or renin-angiotensin system inhibitor.</p>
THE FIELD'S MALL MASS SHOOTING: EMERGENCY MEDICAL SERVICES RESPONSE
<p>Case report describing the mass shooting at the Field's shopping mall in Copenhagen, July 3rd, 2022.</p> <p>Dataset to support the findings of the case report, hopefully to be published after peer-review in Scandinavian Journal of Trauma, Resuscitation and Emergency Medicine.</p>
Data for: Gender medicine teaching increases medical students' gender awareness: results of a quantitative online survey
<p><span><strong>Background</strong> </span></p> <p><span>Gender medical knowledge is insufficiently integrated into university teaching in Germany. Gender awareness represents a key competence to integrate this knowledge into one's medical practice. This study is the first survey of the gender awareness of medical students in Germany.</span></p> <p><strong><span>Methods</span> </strong></p> <p><span>From April to July 2021, a quantitative cross-sectional survey in an online format using the 'Nijmegen Gender Awareness in Medicine Scale' (2008) was conducted at four German universities (Charité Berlin, Friedrich-Schiller-University Jena, Ludwig-Maximilians-University Munich, and the University of Cologne) with a varied implementation of teaching gender medicine. Students indicated their agreement or disagreement with assumptions and knowledge about the influence of gender in everyday medical practice (gender sensitivity), as well as gender role stereotypes towards patients and physicians (gender role ideology). </span></p> <p><strong><span>Results </span></strong></p> <p><span>The 750 included participants showed a relatively high gender sensitivity and low gender role stereotyping towards patients and doctors. The curricular implementation of gender medicine of the universities showed to have a significant influence on the students' gender sensitivity, as well as on their gender role stereotyping towards patients. Students who reported having taken classes in gender medicine showed significantly higher level of gender sensitivity. Cis-males showed significantly lower gender sensitivity and significantly higher gender role stereotyping.</span></p> <p><span><strong>Conclusion</strong> </span></p> <p><span>Implementation of gender medicine in the medical curriculum, attending courses on gender education and one's gender have a significant impact on medical students' gender competencies. These results support the need for structural integration of gender in medical education and gender trainings at medical schools in Germany.</span></p>
Analysis of the proteomic profile in serum of irradiated nonhuman primates treated with Ex-Rad, a radiation medical countermeasure
<p>There are currently four radiation medical countermeasures that have been approved by the United States Food and Drug Administration to mitigate hematopoietic acute radiation syndrome, all of which are repurposed radiomitigators. The evaluation of additional candidate drugs that may also be helpful for use during a radiological/nuclear emergency is ongoing. A chlorobenzyl sulfone derivative (organosulfur compound) known as Ex-Rad, or ON01210, is one such candidate medical countermeasure, being a novel, small-molecule kinase inhibitor that has demonstrated efficacy in the murine model. In this study, nonhuman primates exposed to ionizing radiation were subsequently administered Ex-Rad as two treatment schedules (Ex-Rad I administered 24 and 36 h post-irradiation, and Ex-Rad II administered 48 and 60 h post-irradiation) and the proteomic profiles of serum using a global molecular profiling approach were assessed. We observed that administration of Ex-Rad post-irradiation is capable of mitigating radiation-induced perturbations in protein abundance, particularly in restoring protein homeostasis and immune response and mitigating hematopoietic damage, at least in part after acute exposure. Taken together, restoration of functionally significant pathway perturbations may serve to protect damage to vital organs and provide long-term survival benefits to the afflicted population.</p>
Deidentified public survey data for: Patterns and perceptions of nicotine use among U.S. adolescents and young adults receiving medication treatment for opioid use disorder
<p>Nicotine use among U.S. youth is cause for concern, as previous studies have shown that nicotine use in adolescence increases the risk of developing substance use disorders later in life. This exploratory study aimed to understand patterns of nicotine use and perceptions of various nicotine products among adolescents and young adults (AYA) receiving medication treatment for opioid use disorder (MOUD). We administered an adapted version of the National Youth Tobacco Survey via REDCap to AYA (n=32) receiving outpatient care in the Medication-Assisted Treatment of Addiction at Nationwide Children's Hospital in Columbus, Ohio, U.S.A. Thirty (97%) participants had tried a combustible cigarette and 27 (90%) had tried an electronic cigarette. By age 13, nineteen (61%) participants had tried combustible cigarettes and eight (25%) had tried opioids. Twenty-two (71%) participants reported smoking combustible cigarettes every day for the past 30 days, and 15 (48%) reported smoking more than 10 cigarettes per day on average. Only ten (32%) participants reported e-cigarette use in the last 30 days. Participants universally agreed that tobacco products are dangerous, and twenty (67%) current tobacco users reported that they planned to quit in the next year. Nicotine use patterns among AYA receiving MOUD differ from that previously shown in the general population, primarily by high prevalence of nicotine use in early adolescence and high current combustible cigarette use. Interventions such as universal screening for nicotine use before age 13 and tailored smoking cessation programs for AYA with OUD may help optimize care for these individuals.</p>
Accelerating medical education with ChatGPT: An implementation guide
<p>This dataset is a collection of prompt examples of how ChatGPT has been used to accelerate medical education. </p>
An Assessment of Medication Errors among Pediatric Patients in Three Hospitals in Freetown Sierra Leone: Findings and Implications for a Low-Income Country
<p> </p><p><strong>Background</strong></p><p>Pediatric patients are prone to medicine-related problems like medication errors (MEs), which can potentially cause harm. Yet, this has not been studied in this population in Sierra Leone. Therefore, this study investigated the prevalence and nature of MEs, including potential drug-drug interactions (pDDIs) in pediatric patients in three hospitals in Freetown, Sierra Leone.</p><p><strong>Methods: </strong>The study was conducted in three Hospitals among pediatric patients in Freetown and consisted of two phases. Phase one was a cross-sectional retrospective review of prescriptions for completeness and accuracy against standard prescription writing guidelines. Phase two was a point prevalence inpatient chart review of MEs that were categorized into prescription, administration, and dispensing errors and pDDIs. Data was analyzed using frequency, percentages, median, and interquartile range. Kruskal-Wallis H and Mann-Whitney U tests were used to compare the prescription accuracy between the hospitals, with p<0.05 considered statistically significant.</p><p><strong>Results: </strong>In phase one<strong>, </strong>while no prescription attained the global accuracy score (GAS) gold standard of 100%, 106 (29.0%) achieved the 80-100% mark. The patient 63 (17.2%), treatment 228 (62.3%), and prescriber 33 (9.0%) identifiers achieved an overall GAS range of 80-100%. Although the total GAS was not statistically significant (p=0.065), the date (p=0.041), patient (p=<0.001), treatment (p=0.022), and prescriber (p=<0.001) identifiers were statistically significant across the different hospitals. For phase two, the prevalence of MEs was 74 (56.1%), while that for pDDIs was 54 (40.9%). There was a statistically positive correlation between the occurrence of pDDI and the number of medicines prescribed (r=0.211, P=0.015).</p><p><strong>Conclusion: </strong>Low GAS depicts poor compliance with prescription writing guidelines and high prescribing errors. Medication errors were observed at each phase of the medication use cycle, while clinically significant pDDIs were also reported. Thus, there is a need for training on prescription writing guidelines and medication errors.</p><p> </p><p><strong>Keywords:</strong> Pediatrics, Prescription, Medication errors, Drug-drug interactions, Sierra Leone</p>
Effectiveness of self-management of medication and self-monitoring of blood pressure, diet, and physical exercise on blood pressure in patients with poorly controlled hypertension (MEDICHY study): randomized and controlled trial
<p>Dataset study medichy ISRCTN144433778</p>
Stakeholder consultation analysis for the project "Proposal of a terminology of medication adherence enabling and supporting activities" (ENABLE terminology)
<p>These documents relate to the stakeholder consultation performed within the ENABLE COST action (European Network to Advance Best practices & technoLogy on medication adherencE, CA 19132) regarding a new terminology of medication adherence enabling and supporting activities. They include the data and quantitative analysis of the eDelphi survey performed in Malaga, Spain in May 2022, as part of this consultation.</p>
NOT JUST MOTIVATION, BUT ALSO SELF-REGULATED LEARNING AFFECTED THE ACADEMIC ACHIEVEMENT OF INDONESIAN MEDICAL STUDENTS
<p>Introduction. Medical education is regarded as difficult college degrees and a stressful academic journey. This study aimed to elaborate the correlation between several internal factors that affect academic performance. Methods. 211 active students in UPN Veteran Jakarta Indonesia was filled the four questionnaires to measure SRL (self regulated learning), motivation, self-efficacy, and emotional intelligence. GPA was considered as the academic performance of students. Correlation tests were analysed by Pearson correlation test and multiple linear regression. Results. SRL scores were higher in the medium level than high or low level, on contrast, the other variables showed different trends. The variables showed significant correlation with GPA were SRL and motivation. Conclusion. This study examined several intrinsic factors affected GPA, with predominantly SRL and motivation influencing GPA more. Strengthening the self-efficacy and Emotional Intelligence might improve the academic performance of medical students</p>
Pediatric standardized residency training faculty's perceptions of medical education research
<p><strong>Background:</strong> Rigorous medical education research (MER) conducted by faculty in pediatric standardized residency training (SRT) can contribute to the promotion of child health care. </p> <p><strong>Aim:</strong> This study aimed to assess the perceptions of pediatric SRT faculty regarding MER in Guangdong Province, China. </p> <p><strong>Methods:</strong> A questionnaire survey was conducted involving 40 pediatric SRT clinical teachers from 10 hospitals in Guangdong Province.</p> <p><strong>Results:</strong> Among the 40 teachers, 16 (40.00%) stated that they did not participate any MER activities. The main challenges they encountered in conducting MER were the lack of training (72.50%), limited time (80.00%), and lack of grants funding (60.00%). Only 10 (25.00%)teachers were reported to have received grants for MER projects. </p> <p><strong>Conclusion: </strong>The findings highlight the importance of providing support and training to pediatric SRT faculty in Guangdong Province, China, to enhance their engagement in MER. Addressing these challenges can lead to significant improvements in child heal care promotion through evidence-based educational practices. </p>
Risky Play: A Risk-based Case Study for Common Mode Current Assessment of a Medical Plasma Device (Dataset)
<p>This dataset contains raw- and de-embedding data which are the source of the referenced publication's plots.</p> <p>Uploaded are raw common mode current measurements in dBm as a .mat file, touchstone files for the cable used and characteristics of the Fischer Customs Communication F-75 and F-2000 probes as .csv, both used for de-embedding cable and current probe from the raw data. </p> <p>In addition, touchstone files of the input impedance measurements are contained.</p> <p>This research is part of a project that has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement No. 955816 (MSCA-ETN ETERNITY)</p>
Medical badge of the Polish Legions
ID no.: MNS-H/4055 Museum: Nowy Sącz District Museum https://muzea.malopolska.pl/en/objects-list/2526 Digitalisation: RDW MIC, Virtual Małopolska project Source: Objaverse 1.0 / Sketchfab
Emergency Medical Services Box
An original Emergency Medical Services (EMS) Box. Also known long ago as a First Aid box. Perhaps dates back to the 1940's. This object is a part of the Indianapolis Fire Fighters Museum collection. This item was 3D scanned using a Creaform Go Scan 50. For more information about this object, feel free to visit: https://www.visitindy.com/indianapolis-firefighters-museum-historical-society For more information about the 3D Digitization Program at IUPUI visit: https://www.ulib.iupui.edu/digitalscholarship/3ddig Source: Objaverse 1.0 / Sketchfab
Raw Diffraction Images: Formation of a highly dense tetra rhenium cluster in a protein crystal and its implications in medical imaging.
<p>Exploration of a “time on shelf” protein structure containing the radiopharmaceutical synthon <em>fac</em>-[Re(CO)<sub>3</sub>(H<sub>2</sub>O)<sub>3</sub>]<sup>+ </sup>as an <em>in vivo</em> reaction vessel to form tetranuclear rhenium clusters appropriate for theranostic applications.That a protein crystal can serve as a chemical reaction vessel is intrinsically fascinating. That it can produce an electron dense tetranuclear rhenium cluster compound from a rhenium tricarbonyl tribromo starting compound adds to the fascination. The cluster has been synthesised before in vitro when it formed under basic conditions. Therefore its synthesis in a protein crystal grown at pH4.5 is even more unexpected. The X-ray crystal structures presented here are for the protein hen egg white lysozyme incubated with the rhenium tricarbonyl tribromo compound for periods of 1 year and 2 years. These reveal a completed, very well resolved, tetra rhenium cluster after two years and an intermediate state after 1 year where the carbonyl ligands to the rhenium cluster are not yet clearly resolved. A dense tetra-nuclear rhenium cluster, and its technetium form, offers enhanced medical imaging contrast. The raw diffraction images for the one year and two year protein structure, described in the manuscript, is made avaliable on the Zenodo repository.</p>
How much do pre-clinical medical students utilise the internet to study physiology?
<p>Tabulated data in Excel files which also includes statistical comparisons between and within GEM and DEM groups.</p>
GRACE: A Study to Compare the Effectiveness, Safety and Tolerability of PREZISTA (Darunavir)/Ritonavir by Gender and Race When Administered With Other Antiretroviral Medications in Human Immunodeficie
ClinicalTrials.gov study NCT00381303. IPD Sharing: Not stated. Countries: 3. Publications: 3.
Medication-overuse Headache: 4 Years Follow up
ClinicalTrials.gov study NCT00918671. IPD Sharing: Not stated. Countries: 1. Publications: 3.
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.