Automotive Health 2.0: Steering Toward Proactive Preventive Care

Cardiovascular and chronic disease prevention remains limited by episodic, clinic-based assessments that fail to capture physiological changes arising in daily life. As mobility constitutes one of the most stable and repetitive environments people inhabit, vehicles offer a unique setting for subliminal, continuous health monitoring. This narrative presents the rationale and foundational framework for Automotive Health 2.0, a clinically oriented paradigm that transforms connected vehicles into validated platforms for physiological sensing, data integration, and proactive care delivery. Building on existing in-cabin cameras, radar, and microphones, multimodal algorithms enable unobtrusive estimation of cardiovascular, respiratory, and behavioral parameters during routine driving. Technological innovation lies in combining these signals with artificial intelligence-driven analytics to detect early disease signatures, support dynamic risk assessment, and enable adaptive telemonitoring directly linked to electronic health records. Clinically, this approach distinguishes regulatory-grade monitoring from consumer wellness tools by prioritizing accuracy, reproducibility, and integration with established workflows. Patients gain earlier detection and more equitable access to preventive care; clinicians receive continuous actionable data, and health systems benefit from scalable population-level monitoring. Automotive Health 2.0 positions the vehicle as a novel extension of the health care ecosystem, embedding validated prevention seamlessly into everyday life.

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Publication Details

Journal
Mayo Clinic Proceedings Digital Health
Published
2025-12-26
DOI
https://doi.org/10.1016/j.mcpdig.2025.100334
Primary Topic
Non-Invasive Vital Sign Monitoring
Type
article
Field-Weighted Citation Impact
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article

Automotive Health 2.0: Steering Toward Proactive Preventive Care

Matthias Franz, Jörg Preißinger, Dominik Naumann, Tatjana Amler et al.
Mayo Clinic Proceedings Digital Health
Non-Invasive Vital Sign Monitoring
article

Automotive Health 2.0: Steering Toward Proactive Preventive Care

Matthias Franz, Jörg Preißinger, Dominik Naumann, Tatjana Amler, Heyo K. Kroemer, Alexander Meyer, Doreen Schöppenthau, Sergej Holzmann
article en

Abstract

Cardiovascular and chronic disease prevention remains limited by episodic, clinic-based assessments that fail to capture physiological changes arising in daily life. As mobility constitutes one of the most stable and repetitive environments people inhabit, vehicles offer a unique setting for subliminal, continuous health monitoring. This narrative presents the rationale and foundational framework for Automotive Health 2.0, a clinically oriented paradigm that transforms connected vehicles into validated platforms for physiological sensing, data integration, and proactive care delivery. Building on existing in-cabin cameras, radar, and microphones, multimodal algorithms enable unobtrusive estimation of cardiovascular, respiratory, and behavioral parameters during routine driving. Technological innovation lies in combining these signals with artificial intelligence-driven analytics to detect early disease signatures, support dynamic risk assessment, and enable adaptive telemonitoring directly linked to electronic health records. Clinically, this approach distinguishes regulatory-grade monitoring from consumer wellness tools by prioritizing accuracy, reproducibility, and integration with established workflows. Patients gain earlier detection and more equitable access to preventive care; clinicians receive continuous actionable data, and health systems benefit from scalable population-level monitoring. Automotive Health 2.0 positions the vehicle as a novel extension of the health care ecosystem, embedding validated prevention seamlessly into everyday life.

Mayo Clinic Proceedings Digital HealthVol. 4(1)
BMW (Germany) (DE), Humboldt-Universität zu Berlin (DE), Deutsches Herzzentrum der Charité (DE), German Centre for Cardiovascular Research (DE), BMW Group (Germany) (DE), Technische Universität Berlin (DE), Freie Universität Berlin (DE), Charité - Universitätsmedizin Berlin (DE)
Industry, innovation and infrastructure
Openalex Percentile: Top 42%
Non-Invasive Vital Sign Monitoring
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