Cardiovascular Disease Atlas (CVD Atlas) is a comprehensive database of cardiovascular disease, incorporating manually curated gene-disease associations, multi-omics datasets analysis results, and prior knowledge from existing resources.

Only datasets of human are included in CVD Atlas. This work is licensed under a Creative Commons Attribution 3.0 China Mainland License.

The dataset consists of 70 000 records of patients data, 11 features + target. Subjective: information given by the patient. All of the dataset values were collected at the moment of medical examination. What have you used this dataset for? How would you describe this dataset?

2024年10月1日 · Compared with the current CVD multi-omics databases, CVD Atlas offers the following features: (i) comprehensive coverage of a wide range of cardiovascular diseases grouped by an ontology classification system and characterized by multi-omics annotations; (ii) integration of analysis results from diverse omics datasets processed through a ...

Tools and resources for heart disease and stroke surveillance. Implementation Guide for Public Health Practitioners: The Grady Heart Failure Program: A Model to Ad... Learn about policies that support PAD programs to ensure that bystanders have access to defibrillato...

2025年1月6日 · This database compiles knowledge and information from manual curation, large-scale data analysis, and existing databases, utilizing multi-omics data to understand CVDs comprehensively. The current version of CVD Atlas contains 215,333 associations gathered from 308 publications, 652 datasets and 7 databases.

2021年6月11日 · Cardiovascular diseases (CVDs) are the leading cause of death globally. An estimated 17.9 million people died from CVDs in 2019, representing 32% of all global deaths. Of these deaths, 85% were due to heart attack and stroke. Over three quarters of CVD deaths take place in low- and middle-income countries.

This interactive tool demonstrates data from the Global Burden of Cardiovascular Diseases and Risks Collaboration, 1990-2021, which reports the magnitude of total CVD burden, including by disease state and risk factors across 21 global regions.

On this page, you will find global data on cardiovascular diseases, their risk factors and treatments, and their trends over time. This chart shows what people died from globally in 2019. Each box represents a cause of death, and the size of each box is proportional to the number of deaths it caused.

2023年12月11日 · Age-standardized cardiovascular disease (CVD) mortality rates by region ranged from 73.6 per 100,000 in High-income Asia Pacific to 432.3 per 100,000 in Eastern Europe in 2022. Global CVD mortality decreased by 34.9% from 1990 to 2022. Ischemic heart disease had the highest global age-standardized DALYs of all diseases at 2,275.9 per 100,000.