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Medical imaging (X-ray, CT, MRI), electronic health records, clinical trials, ECG/EEG, pathology
13,042 datasets
A benchmark dataset for evaluating Multi-modal Large Language Models (MLLMs) in complex clinical diagnostic scenarios. The dataset, created by author Fantasy666 and last updated on 2026-05-23, focuses on ophthalmic diagnosis and is designed to assess progressive reasoning and cross-modal integration. It is hosted on the Hugging Face platform.
UK government contracts, commissioned activities, purchase orders, and framework agreements with a value exceeding £5,000 for March 2015. The data is published quarterly by the Government Digital Service, with some information excluded or redacted in line with Local Government Association guidance on personal data, commercial confidentiality, and security.
Government Digital Service data details contracts, purchase orders, and framework agreements exceeding £5,000 in value. The data is published quarterly, with exclusions for personal data, commercial confidentiality, or security concerns. Records likely contain details of commissioned activity and supplier information.
Quarterly published details of UK government contracts, commissioned activities, purchase orders, and framework agreements with a value exceeding £5,000. The data is published by the Government Digital Service, with some information excluded or redacted in line with Local Government Association guidance on personal data, commercial confidentiality, and security. The dataset likely contains records for the first quarter of 2019.
December 2016 details of contracts, commissioned activity, purchase orders, and framework agreements with a value exceeding £5,000, published by the Government Digital Service. Data has been redacted in line with Local Government Association guidance to protect personal data, commercial confidentiality, security, health & safety, or crime prevention. This data is published quarterly.
1,137,861 participants from a Korean national health insurance cohort were analyzed for hospitalization-requiring asthma exacerbations from 2002 to 2019. The data provides annual prevalence rates per 10,000 person-years, stratified by six age groups and sex, with trends analyzed via joinpoint regression. This supplementary material was authored by figshare admin karger and published on figshare.
A 5.3 MB DOCX file contains a retrospective study analyzing the effectiveness of a Pre-Prescription Review System (PPRS). The research, conducted by Jiajia Gui, evaluates changes in prescription rationality rates and system alert levels before and after PPRS implementation at a hospital in Chongqing, China. It reports significant increases in rationality rates for total prescriptions (92.53% vs. 99.94%) and medical orders (97.77% vs. 99.99%).
A 24.9 KB DOCX file contains a retrospective study analyzing the impact of a Pre-prescription Review System (PPRS) on prescription rationality. The study, authored by Jiajia Gui, reports significant increases in prescription rationality rates from 92.53% to 99.94% and medical order rates from 97.77% to 99.99% following system implementation. It details changes in warning level proportions and specific issue categories like repeated medication.
An umbrella review synthesizes evidence from 11 systematic reviews on the association between periodontal disease (PD) and obstructive sleep apnea (OSA). The document includes methodological quality assessments using AMSTAR-2 and risk of bias evaluations with ROBIS. It was authored by Franz Tito Coronel-Zubiate and registered on the Open Science Framework.
2025 literature search identified 11 systematic reviews linking periodontal disease and obstructive sleep apnea. The dataset synthesizes evidence from 217 initially retrieved records, appraised using AMSTAR-2 and ROBIS tools. It was authored by Franz Tito Coronel-Zubiate and registered on the Open Science Framework.
Franz Tito Coronel-Zubiate's 2026 umbrella review synthesizes evidence from 11 systematic reviews on the association between periodontal disease and obstructive sleep apnea. The work critically appraises methodological quality using AMSTAR-2 and assesses risk of bias with the ROBIS tool.
An umbrella review synthesizes evidence from 11 systematic reviews on the association between periodontal disease and obstructive sleep apnea. The document includes methodological quality assessments using AMSTAR-2 and risk of bias evaluations with ROBIS. It covers literature retrieved from 9 databases up to December 2025.
Franz Tito Coronel-Zubiate's 2026 umbrella review synthesizes evidence from 11 systematic reviews on the link between periodontal disease and obstructive sleep apnea. The review, registered on OSF, critically appraised studies using AMSTAR-2 and ROBIS tools, finding a consistent positive association.
A molecular dynamics simulation dataset investigates the temperature-dependent aggregation mechanism of hen egg white lysozyme. The research by Shahee Islam of the University of Calcutta compares conformational changes at 300K and 340K using all-atom and coarse-grained MARTINI force field simulations. Results indicate more significant conformational changes and a more compact aggregated system at the higher temperature.
A retrospective cohort study of 408 women undergoing labour induction for pregnancy termination or intrauterine fetal death at a single centre in Lille, France between 2007 and 2018. The dataset compares outcomes for 136 women with a history of previous caesarean deliveries against 272 control patients. The study was conducted by Yasmine Hamoud of the Centre Hospitalier Universitaire de Lille and published on Papers with Code.
A single-center retrospective cohort study compares two surgical techniques for pilonidal sinus disease. The study includes 351 patients, with 134 undergoing excision and primary closure and 217 undergoing sinusectomy and primary closure. Outcomes measured include length of stay, wound healing time, infection rates, and recurrence.
A Markov chain model for analyzing patient voluntary discharge from emergency departments, developed by Carlo Ricciardi of Federico II University Hospital. The model is validated using a real case study at the 'A. Cardarelli' hospital in Naples. It focuses on patient satisfaction and identifies wait times before being seen and for final reports as key risk periods for self-discharge.
73 individuals undergoing synchronized DC cardioversion for atrial arrhythmias had blood work performed before and six hours after the procedure. The study, led by Ryan T. Sless from University College Cork, found no significant overall change in cardiac troponin I levels post-cardioversion, suggesting the procedure did not cause myocardial injury at that time point. A subgroup analysis indicated a significant reduction in troponin I for patients without cardiomyopathy.
Research from the Russian Academy of Sciences investigates the lysogenization of non-O157 Escherichia coli strains by the Shiga-toxin-converting bacteriophage phi24B. The study demonstrates that the O antigen effectively limits lysogenization, with lysogens forming from spontaneous rough mutants. These mutants show increased sensitivity to other bacteriophages and serum bactericidal activity compared to parental strains.
Jiwon Lee from Samsung Medical Center presents a study of 40 Korean patients with microcephaly. The research analyzed clinical phenotypes, radiologic images, and conducted whole exome sequencing and copy number variation analysis, achieving a diagnostic yield of 47.5%. The dataset likely contains genetic and clinical data from this cohort, highlighting a distinct genetic spectrum compared to other ethnicities.