[HTML][HTML] A Multimorbidity Analysis of Hospitalized Patients With COVID-19 in Northwest Italy: Longitudinal Study Using Evolutionary Machine Learning and Health …

D Benny, M Giacobini, A Catalano… - JMIR Public Health …, 2024 - publichealth.jmir.org
Background Multimorbidity is a significant public health concern, characterized by the
coexistence and interaction of multiple preexisting medical conditions. This complex …

Exploratory data analysis in electronic health records graphs: Intuitive features and visualization tools

MT Cazzolato, MA Gutierrez, C Traina… - 2023 IEEE 36th …, 2023 - ieeexplore.ieee.org
Given a large, unlabeled set of Electronic Health Records (EHRs) acquired from multiple
hospitals, how can we analyze the available entities and identify relationships in the data …

[PDF][PDF] Sketch+ for visual and correlation-based exploratory data analysis: A case study with COVID-19 databases

MT Cazzolato, LS Rodrigues, MX Ribeiro… - Journal of Information …, 2022 - repositorio.usp.br
The amount of data daily generated by different sources grows exponentially and brings
new challenges to the information technology experts. The recorded data usually include …

[PDF][PDF] Multimorbidity Analysis and Covid-19 Severity Prediction using Machine Learning and Evolutionary Algorithms

D Benny - 2024 - iris.unito.it
Multimorbidity holds paramount importance in public health, representing a
multidimensional state where multiple pre-existing medical conditions coexist and interact …

[PDF][PDF] A visual analytics approach to characterising disease progression among adults with chronic diseases in rural Agincourt northeast South Africa

MD Nhlapho - 2024 - wiredspace.wits.ac.za
Chronic diseases pose a significant challenge to the healthcare systems in South Africa,
calling for innovative approaches for comprehensive understanding and management. This …

[PDF][PDF] Combining semantic graph features and a common data model to exploit the interoperability of patient databases

RCG Conrado, MA Gutierrez, C Traina Junior… - Anais, 2024 - repositorio.usp.br
Given a set of Electronic Health Records (EHRs), how can we semantically model the
available concepts and provide tools for data analysis? EHRs following a common data …