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Analysis of Personalized Cardiovascular Drug Therapy: From Monitoring Technologies to Data Integration and Future Perspectives

by Huang, Ziyu , Liu, Yu , Lin, Runxing , Zhou, Yinning

in Accuracy / Algorithms / Anticoagulants / Biosensing Techniques / Cardiac arrhythmia / Cardiovascular Agents - therapeutic use / Cardiovascular disease / Cardiovascular diseases / Cardiovascular Diseases - drug therapy / Chronic illnesses / Customization / Data analysis / Data integration / Drug dosages / Drug efficacy / Drug therapy / dynamic monitoring / Electrocardiography / Enzymes / Heart / Humans / Integration / Liu E / Liu, Timothy / Medical equipment / Monitoring / Mortality / Multidimensional data / multidimensional data integration and analysis / Patient compliance / Patients / personalized cardiovascular drug therapy / Physiology / Precision Medicine / Review / Sensors / Signal processing / Technology application

2025

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Analysis of Personalized Cardiovascular Drug Therapy: From Monitoring Technologies to Data Integration and Future Perspectives

by Huang, Ziyu , Liu, Yu , Lin, Runxing , Zhou, Yinning

2025

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Analysis of Personalized Cardiovascular Drug Therapy: From Monitoring Technologies to Data Integration and Future Perspectives

by Huang, Ziyu , Liu, Yu , Lin, Runxing , Zhou, Yinning

2025

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Journal Article

Analysis of Personalized Cardiovascular Drug Therapy: From Monitoring Technologies to Data Integration and Future Perspectives

Huang, Ziyu,

Liu, Yu,

Lin, Runxing,

Zhou, Yinning

2025

Overview

Cardiovascular diseases have long been a major challenge to human health, and the treatment differences caused by individual variability remain unresolved. In recent years, personalized cardiovascular drug therapy has attracted widespread attention. This paper reviews the strategies for achieving personalized cardiovascular drug therapy through traditional dynamic monitoring and multidimensional data integration and analysis. It focuses on key technologies for dynamic monitoring, dynamic monitoring based on individual differences, and multidimensional data integration and analysis. By systematically reviewing the relevant literature, the main challenges in current research and the proposed potential directions for future studies were summarized.

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Publisher

MDPI AG,MDPI

Subject

Accuracy

/ Algorithms

/ Anticoagulants

/ Biosensing Techniques

/ Cardiac arrhythmia

/ Cardiovascular Agents - therapeutic use

/ Cardiovascular disease