Unveiling Precision Medicine with Data Mining: Discovering Patient Subgroups and Patterns

Mosavi, Nasim Sadat; Santos, Manuel Filipe

doi:10.1109/ssci52147.2023.10372022

2023 IEEE Symposium Series on Computational Intelligence (SSCI) 2023

DOI: 10.1109/ssci52147.2023.10372022

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Unveiling Precision Medicine with Data Mining: Discovering Patient Subgroups and Patterns

Nasim Sadat Mosavi,

Manuel Filipe Santos

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2024

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Cited by 1 publication

References 19 publications

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Enhancing Clinical Decision Support for Precision Medicine: A Data-Driven Approach

Mosavi,

Santos

2024

Informatics

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Precision medicine has emerged as a transformative approach aimed at tailoring treatment to individual patients, moving away from the traditional one-size-fits-all model. However, Clinical decision support systems encounter challenges, particularly in terms of data aspects. In response, our study proposes a data-driven framework rooted in Simon’s decision-making model. This framework leverages advanced technologies such as artificial intelligence and data analytics to enhance clinical decision-making in precision medicine. By addressing limitations and integrating AI and analytics, our study contributes to the advancement of optimal clinical decision-making practices in precision healthcare.

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Enhancing Clinical Decision Support for Precision Medicine: A Data-Driven Approach

Mosavi,

Santos

2024

Informatics

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show abstract

scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.

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Unveiling Precision Medicine with Data Mining: Discovering Patient Subgroups and Patterns

Cited by 1 publication

References 19 publications

Enhancing Clinical Decision Support for Precision Medicine: A Data-Driven Approach

Enhancing Clinical Decision Support for Precision Medicine: A Data-Driven Approach

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