Developing Lifestyle-Focused Digital Twin Archetypes in Heart Care

Digital twin technology is a potential transformative tool in heart care, enabling precise modeling of cardiovascular functions. However, current applications predominantly focus on physiological processes and short-term medical interventions, neglecting the integration of long-term lifestyle factors such as diet, physical activity, stress management, and sleep patterns-key contributors to heart health. This paper addresses this critical research gap by proposing a three-level framework for lifestyle-focused digital twin archetypes: basic (utilizing self-reported data for general health guidance), intermediate (incorporating wearable-generated data for dynamic feedback), and advanced (combining comprehensive clinical and lifestyle data for detailed simulations and personalized treatment planning). By integrating lifestyle factors, the framework could enhance personalization, patient engagement, and improve long-term health outcomes. The approach emphasizes multidisciplinary collaboration and paves the way for a holistic understanding of heart health, offering scalable solutions to bridge technology and lifestyle for better cardiovascular care.

Authors

Institutions

Publication Details

Journal
Studies in health technology and informatics
Published
2025-04-08
DOI
https://doi.org/10.3233/shti250092
Primary Topic
Digital Mental Health Interventions
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Developing Lifestyle-Focused Digital Twin Archetypes in Heart Care

Ankica Babić, Anders Borkenhagen
Studies in health technology and informatics
Digital Mental Health Interventions
article

Developing Lifestyle-Focused Digital Twin Archetypes in Heart Care

Ankica Babić, Anders Borkenhagen
article en

Abstract

Digital twin technology is a potential transformative tool in heart care, enabling precise modeling of cardiovascular functions. However, current applications predominantly focus on physiological processes and short-term medical interventions, neglecting the integration of long-term lifestyle factors such as diet, physical activity, stress management, and sleep patterns-key contributors to heart health. This paper addresses this critical research gap by proposing a three-level framework for lifestyle-focused digital twin archetypes: basic (utilizing self-reported data for general health guidance), intermediate (incorporating wearable-generated data for dynamic feedback), and advanced (combining comprehensive clinical and lifestyle data for detailed simulations and personalized treatment planning). By integrating lifestyle factors, the framework could enhance personalization, patient engagement, and improve long-term health outcomes. The approach emphasizes multidisciplinary collaboration and paves the way for a holistic understanding of heart health, offering scalable solutions to bridge technology and lifestyle for better cardiovascular care.

Studies in health technology and informaticsVol. 323
Linköping University (SE), University of Bergen (NO)
Openalex Percentile: Top 81%
Digital Mental Health Interventions
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Developing Lifestyle-Focused Digital Twin Archetypes in Heart Care — Ankica Babić, Anders Borkenhagen · Studies in health technology and informatics (2025) | TGRS Research Map | TGRS