Development of Stroke Prognosis Predictive Precision Medicine Based on a Digital Twin

A Study for the Development of Prognosis Predictive Precision Medicine Based on a Digital Twin Reflexing the Motor Patterns in Stroke Patients: a Prospective Study

To collect large-scale, high-quality clinical data, daily activity and movement patterns, and genomic information from stroke patients spanning the subacute to chronic stages.

This study aims to establish the foundation for personalized precision medicine in stroke care and to develop a visual and digital transformation of patient medical information in the era of digital healthcare.

This study aims to establish a comprehensive, high-quality dataset that captures the longitudinal characteristics of stroke recovery from the subacute to chronic stages. By integrating clinical data, daily activity and movement patterns, and genomic information, the study reflects the multidimensional nature of stroke in a real-world setting.

The collected data will support data-driven approaches in stroke care by enabling a better understanding of individual variability in recovery trajectories and facilitating the development of predictive models for functional outcomes.

In addition, this study seeks to contribute to personalized precision medicine by enabling individualized interpretation of patient data. It also supports the digital transformation of healthcare by facilitating structured, visual, and data-driven representations of patient medical information for improved clinical and research applications.

Inclusion Criteria:

• Adults aged 20 years or older with a confirmed diagnosis of stroke.
• Within 1 month after stroke onset.
• Patients scoring between 0 and 3 points on the Functional Ambulatory Category (FAC) test.
• Patients or their legally authorized representatives who have fully understood the details of this study, voluntarily decided to participate, and provided written informed consent to comply with the study instructions.

Exclusion Criteria:

• Patients with impaired ability to provide consent (MMSE score less than 10) who are not accompanied by a caregiver.
• Any other cases deemed inappropriate for participation by the investigator. (This study is non-interventional; therefore, patients who are currently participating in or have participated in another clinical study or research within the past 30 days may still be included.)