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Medical imaging (X-ray, CT, MRI), electronic health records, clinical trials, ECG/EEG, pathology
14,809 datasets
NHS Digital's report details prescribing trends for diabetes medicines in primary care in England from April 2005. The data covers a high-profile clinical area where both prevalence and treatment costs are increasing. It is available in CSV, XLS, and HTML formats under the OGL-UK-3.0 license.
All expenditure above £25,000 by the East Midlands Strategic Health Authority, published as part of a UK Government transparency initiative. The dataset is updated on a monthly basis and is available in CSV and XLS formats under the OGL-UK-3.0 license. The last recorded update was on 2026-07-08.
National Clinical Audit of Psychosis (NCAP) data aggregates performance metrics for Early Intervention in Psychosis (EIP) services across England and Wales. The dataset contains audit results from the 2019/20, 2020/21, and 2021/22 reporting cycles, compiled at the Trust or Health Board level. It focuses on patients aged 14-65 (or under 65) with first-episode psychosis who were on an EIP team caseload for at least six months.
51.8 KB of data compares daily pollen concentrations from an automated Swisens Poleno Jupiter sampler and a traditional Hirst-type trap with technician counting over a single monitoring season in England. The dataset, authored by Leah Cuthbertson and shared under a CC-BY-4.0 license, includes regression models assessing the impact of weather covariates on differences between the two methods. Agreement was measured for total pollen and individual taxa like Pinus, Alnus, Fraxinus, Poaceae (grass), Betula, Quercus, and Taxus/Cupressus.
Annotated datasets of hip fluoroscopy and CT scans derived from six lower torso cadaveric specimens. The data and code are associated with a 2020 IPCAI/IJCARS paper on automatic annotation for 2D/3D registration. Documentation and Python code for training and testing the proposed models are included.
A survey of youth attitudes toward various aspects of societal authority, created by Gerda Lederer of Columbia University. The dataset likely contains scales and individual questions on general authoritarianism, respect for state and parental authority, xenophobia, authoritarian family structures, and attitudes toward school, communism, and National Socialism. Demographic variables include school name, class, age, gender, religion, and parental nationality.
A longitudinal dataset covering pre-training, post-training, and follow-up periods for 24 stroke patients performing motor imagery tasks. It includes raw EEG data, preprocessed data, and patient clinical information, collected by Zhuang Wang and last updated in May 2026. Preliminary analysis using CSP+SVM and CSP+LDA algorithms reported an average classification accuracy of approximately 85-86% between the two motor imagery paradigms.
A single-centre pilot study of 71 post-kidney transplant patients comparing volume assessment methods. The data includes a prospective cohort of 31 patients assessed with VExUS, lung ultrasound, physical exam, and bioimpedance on days +1 and +7 post-transplant, compared to a historical cohort of 40 patients. The supplementary material, made available under CC-BY-4.0, contains findings from this exploratory study.
A biographical and historical overview of the contributions of Dr. Ralph Seal Paffenbarger, Jr. to the field of physical activity and health epidemiology. The resource was authored by I-Min Lee of Harvard University and is available via the paperswithcode platform under an Open Access license. It discusses past, present, and future influences of Paffenbarger's pioneering work.
Reference Costs provide indicators of the unit costs for hospital and community services at the trust and hospital level. The data is derived from electronic hospital activity systems and Health and Social Care trust financial returns. Multiple versions of the dataset exist, covering financial years including 2014-15, 2015-16, and 2019-20.
Transmission Electron Microscopy images of the foraminifera species Nonionellina labradorica used in a feeding experiment. The samples were collected from Gas Hydrate Pingo 3, approximately 50 km south of Svalbard in the Barents Sea. The dataset was created by Christiane Schmidt of the Centre National de la Recherche Scientifique for a publication.
Fifteen high-fidelity cardiac surgery scenarios were used to evaluate five large language models via a blinded, two-phase framework involving senior surgeons. Median normalized scores across models ranged from 0.521 to 0.896, with scenario comprehension scoring highest and patient safety scoring lowest. The evaluation revealed a judgment shift, with 7.57% of ratings revised from affirmative to negative after surgeons reviewed expert reference answers.
Fifteen high-fidelity cardiac surgery scenarios were developed by senior surgeons to benchmark five large language models, including O1 and GPT-4, using a 10-dimensional weighted evaluation framework. Median normalized scores for the top model, O1, reached 0.896, while patient safety and hallucination avoidance were the lowest-scoring dimensions across all models. A separate blinded evaluation by surgeons revealed a 7.57% shift in ratings from affirmative to negative after exposure to expert-curated reference answers.
The dataset lists all registered health and social care services in Northern Ireland, including nursing homes, residential care homes, and domiciliary care agencies, as mandated by The Health and Social Services (Quality, Improvement and Regulation) (Northern Ireland) Order 2003. It provides a regulatory inventory of adult care providers, excluding children's services. The data is maintained by the Regulation and Quality Improvement Authority (RQIA) and is available on multiple government data platforms.
figshare admin karger provides supplementary material for a retrospective study of 107 systemic therapy–naïve patients with unresectable hepatocellular carcinoma. The dataset likely contains patient characteristics, diagnostic pathways, and treatment outcomes for first-line atezolizumab plus bevacizumab therapy. The material was last updated on June 1, 2026.
A systematic review and meta-analysis of 22 randomized controlled trials published up to March 10, 2026, assessing the efficacy and safety of perioperative esketamine for preventing postoperative sleep disturbance in adults. The analysis was conducted by Jinfang Zeng and includes pooled risk ratios for sleep outcomes on postoperative days 1-7. The dataset is a 12.0 KB document summarizing the review's methods, results, and conclusions.
A systematic review and meta-analysis of 22 randomized controlled trials assessing the efficacy and safety of perioperative esketamine for preventing postoperative sleep disturbance in adults. The document, authored by Jinfang Zeng and last updated in June 2026, pools risk ratios for sleep disturbance incidence across postoperative days 1-7 and analyzes adverse events. The certainty of evidence for early outcomes is rated as moderate.
Western Sussex Hospitals NHS Trust publishes a monthly updated list of all financial transactions exceeding £25,000. This data is part of the UK Government's commitment to transparency in public expenditure. The dataset is provided by University Hospitals Sussex NHS Foundation Trust and was last updated on 2026-07-08.
A monthly-updated list of all financial transactions spending over £25,000 made by Nottingham University Hospitals NHS Trust. The data is published as part of the UK Government's commitment to transparency in public expenditure. It is provided in CSV format under the OGL-UK-3.0 license.
Monthly-updated financial transactions over £25,000 made by Frimley Park Hospital NHS Foundation Trust. The data is published as part of the UK Government's commitment to transparency in public expenditure. The dataset is licensed under OGL-UK-3.0 and was last updated on 2026-07-08.