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Comorbidity Networks From Population-Wide Health Data: Aggregated Data of 8.9M Hospital Patients (1997-2014)

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DataCite Commons2025-06-01 更新2025-09-08 收录
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https://figshare.com/articles/dataset/Comorbidity_Networks_From_Population-Wide_Health_Data_Aggregated_Data_of_8_9M_Hospital_Patients_1997-2014_/27102553/2
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Comorbidity networks have become a valuable tool to support data-driven biomedical research.Yet, studies often are severely hindered by the availability of the necessary comprehensive data, often due to the sensitivity of health care information.This study presents a population-wide comorbidity network dataset derived from 45 million hospital stays of 8.9 million patients over 17 years in Austria.We present co-occurrence networks of hospital diagnoses, stratified by age, sex, and observation period in a total of $96$ different subgroups.For each of these groups we report a range of association measures (e.g., count data, and odds ratios) for all pairs of diagnoses.The dataset provides the possibility to researchers to create their own, tailor-made comorbidity networks from real patient data that can be used as a starting point in quantitative and machine learning methods. This data platform is intended to lead to deeper insights into a wide range of epidemiological, public health, and biomedical research questions.
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figshare
创建时间:
2025-01-29
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