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Medical imaging (X-ray, CT, MRI), electronic health records, clinical trials, ECG/EEG, pathology
13,424 datasets
94,754 home-based hospitalizations occurred in Brazil between 2008 and 2016, and 4,008,692 outpatient procedures were carried out from 2012 to 2016. This dataset, from an exploratory study by Fabiana Lima Rajão, analyzes home care in the Brazilian Unified Health System, identifying care modalities and inequalities in service use. The data was compiled through documentary analysis of legislation and secondary data on service volumes.
A commentary by Michael C Topf et al provides a framework for categorizing head and neck surgical cases during the COVID-19 pandemic. It examines unique considerations for head and neck oncology patients and discusses a preoperative clinical pathway for transmission mitigation. The framework includes four prioritization categories and defines low-risk and high-risk surgery for transmission.
31 scientific papers from 2008 to 2013 were identified in an integrative review on nursing team, family, and hospitalized child interaction. The review, authored by Adriano Valério dos Santos Azevêdo, sourced papers from databases including Bireme, Lilacs, Medline, and Web of Science. The papers are represented by themes of Interpersonal relationship, Communication, and Care.
69 scientific articles published from 2000 to 2019 were reviewed to analyze challenges in primary healthcare for rural areas. The integrative review sourced articles from Cochrane, MEDLINE, and specific rural health journals, categorizing findings on access, organization, and workforce. The work was authored by Cassiano Mendes Franco and provides a synthesized understanding of strategies to promote equity in rural health.
Sabiny Pedreira Ribeiro's qualitative research investigates health professionals' viewpoints on care coordination in Primary Health Care (PHC) and the associated challenges. The study uses Content Analysis with semi-structured interviews and participant observation involving two PHC teams working in territories with vulnerabilities and inequalities in Rio de Janeiro. The data likely contains transcribed interview text and observational notes focused on network fragmentation, communication issues, and the role of PHC.
Philippe Massicotte provides various tools for preprocessing Emission-Excitation-Matrix (EEM) fluorescence data. The tools are designed for use in Parallel Factor Analysis (PARAFAC) and include methods to calculate metrics such as the humification index and fluorescence index.
A dataset likely containing diagnostic criteria for chronic pancreatitis (CP) based on endoscopic ultrasound (EUS) features. The data was sourced from the paperswithcode platform and authored by Jintao Guo. It focuses on morphological features, the Rosemont classification, and associated techniques like elastography for differential diagnosis.
The Brazilian College of Surgeons authored a document suggesting initiatives for surgeons, healthcare providers, and patients facing surgery during the COVID-19 pandemic. The text addresses challenges like information overload and the need for expert-led, reliable information. It was sourced from the paperswithcode platform.
Philipp Doebler provides functions for diagnostic meta-analysis. The package includes basic analysis, visualization, and can fit the bivariate model of Reitsma et al. (2005) and the HSROC model of Rutter & Gatsonis (2001). A newer approach based on the work of Holling et al. (2012) is also available alongside standard methods like summary and plot.
Kenya Noronha's study analyzes pressure on the Brazilian health system from COVID -19. The work presents simulations estimating demand for hospital beds, ICU beds, and mechanical ventilators across health micro-regions and macro-regions under varying infection rates and time horizons. The results reveal critical capacity shortfalls in numerous regions.
ggResidpanel is an R package developed by Katherine Goode for creating panels of diagnostic plots for model residuals. The package uses ggplot2 and plotly to generate static and interactive visualizations for analyzing residuals and checking model assumptions from multiple viewpoints. The dataset's size, specific contents, and last update date are not provided.
IUCN provides global conservation status information for animal, fungi, and plant species. The dataset likely contains information on the polar bear (Ursus maritimus) species, as indicated by the title referencing key researchers. Established in 1964, the IUCN Red List is described as a primary information source for species conservation status.
Violence-related occupational hazards in hospital settings, documented by the US Department of Health & Human Services, CDC, and NIOSH. The dataset's specific row count and column details are not provided in the available metadata. It is hosted on the paperswithcode platform.
A collection of chest X-ray images categorized into five distinct classes. The dataset is hosted on Kaggle, a platform for data science competitions and projects. The specific source, collection period, and volume of images are not detailed in the provided metadata.
ChestXray8Classification is a dataset of chest X-ray images, likely intended for medical image analysis tasks. It is hosted on the Kaggle platform, but detailed metadata such as the number of images, specific labels, and collection dates are not provided in the input. The dataset's author, organization, and license information are also unknown.
Kaggle hosts a collection of chest X-ray images categorized into eight diagnostic classes. The dataset's size, source, and creation date are unspecified in the provided metadata. Its content likely supports computer vision tasks in medical image analysis.
A review of 33 published Comparative Effectiveness Reviews (CERs) prepared for the Agency for Healthcare Research and Quality (AHRQ) Effective Health Care Program through January 2012. The dataset analyzes the inclusion and reporting practices for single group studies, which evaluate a single intervention given to all subjects. It was compiled by extracting information from published CERs to summarize current practices and identify reporting gaps.
A methods project investigating the relationship between progression-free survival (PFS) and patient psychological well-being or quality of life (QOL). The work involved systematic literature searches in MEDLINE, PubMed, Embase, and CENTRAL for studies from 2005 to 2010 on drugs approved based on PFS outcomes. No direct evidence was found linking knowledge of PFS to psychological well-being, but four studies were identified examining the association between PFS and QOL or disease symptoms.
Mental health data published on Kaggle. The dataset's title suggests it may contain survey or assessment information related to psychological well-being. Specific details on its size, origin, and collection date are not provided in the available metadata.
Hospital patient records, likely containing tabular data. The dataset is published on Kaggle, but specific details such as row count, column definitions, and creation date are not provided. Further verification is required to confirm the exact content and scope.