CardiacCare@Home

2025

Heart failure poses a large burden on patients and healthcare, largely because heart failure patients have low fitness and require frequent hospitalisation for close monitoring. In CardiacCare@Home, researchers work together with patients, doctors, industry, and others to develop technology for home-based monitoring of cardiac function and rehabilitation. This approach facilitates early detection of worsening of cardiac function, which allows doctors to rapidly alter treatment and prevent hospitalisation. Moreover, home-based rehabilitation will improve patients’ fitness levels. Technological innovations will facilitate a new care path that improves patients’ quality of life and lower socio-economic costs, and lower burden for hospital staff.

The research
CardiacCare@Home has the following aims:

To integrate a feasible, easy-to-use monitoring + biomarker system within the home environment of patients with HF, that is validated against gold standard measures, and to identify parameters suitable for integrated, frequent patient evaluation to improve and personalise treatment.
To design an inclusive transmural home-based cardiac rehabilitation programme, personalised to patient (and caregivers) and disease characteristics, tailored to the needs and preferences and co-created with relevant end-users using a combination of user-friendly sensors and an eHealth platform.
To develop a data analytics and decision support system to be incorporated in a novel eHealth platform to (i) enable effective monitoring of vital signs for the personalised, early detection of clinical deterioration, and (ii) facilitate personalised behaviour change to improve participation in rehabilitation.
Co-develop an integrated, AI-driven, home-based monitoring and/or home-based rehabilitation program in patients with chronic HF after hospital admission due to decompensated HF, and assess its effects on quality of life, functional capacity and re-hospitalisation (WP3).
To assess the impact, including cost-effectiveness and budget impact, of the home-based monitoring and/or rehabilitation CardiacCare@Home-intervention compared to current care from the perspective of patients with HF, healthcare providers, health insurance companies, and society.

The origin
Heart failure is linked to poor hospital recovery, low functional capacity, and high risk of hospital re-admission. CardiacCare@Home aims to develop and adopt innovative technology for home-based monitoring and cardiac telerehabilitation to improve quality of life, reduce admission and lower healthcare costs.

This project was funded by the NWO perspective TTW. This public-private program stimulates the development of innovative technologies that may impact economy and society.

Collaborators

Funded

Contact person:

Niels Stens

niels.stens@radboudumc.nl

Principal investigators

Prof. dr. Dick Thijssen

dick.thijssen@radboudumc.nl

Prof. dr. H.M.C. (Hareld) Kemps

h.kemps@mmc.nl

Dr. Annemien van den Bosch

a.e.vandenbosch@erasmusmc.nl

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Clinical staff in hospital wards traditionally collect vital signs periodically to assess a patient's cardiorespiratory status, often with intervals of 6 to 10 hours. This method, known as spot-checking, has limitations due to its infrequent nature and dependence on contact sensors, which can be uncomfortable for patients, particularly during sleep.
The Focus
Recent advancements demonstrate that vital signs like heart rate, respiration rate, blood oxygen saturation, and temperature can be monitored remotely using camera-based methods, which are less invasive compared to contact sensors. This innovation could significantly enhance patient comfort by enabling continuous monitoring without the need for frequent interventions by clinical staff. Continuous monitoring also allows for trend analysis of vital signs, offering a comprehensive assessment of a patient's cardiorespiratory condition. Additionally, camera-based methods enable video context analysis, such as detecting patient movements or identifying pain through facial expression analysis. This project explores the use of continuous video monitoring as an unobtrusive method to predict and monitor patient deterioration or adverse events.
The Research
Initially, the feasibility and reliability of camera-based continuous monitoring will be evaluated using data from consenting patients in the ICU at Catharina Hospital in Eindhoven and healthy volunteers. Subsequently, robust technologies will be developed to automatically detect signs of patient deterioration by generating automated early warning scores based on measured vital signs. Throughout the project, feedback from clinical staff and patient experiences will inform the design and implementation of camera-based technologies and early warning systems.
Origin
This project is funded within the Innovative Medical Devices Initiative (IMDI) program 'Heart for Sustainable Care'. The focus of this program is the development of medical technology for the earlier detection, monitoring, and better treatment of cardiovascular diseases to ensure accessible healthcare and sufficient staffing. The program has been developed en funded by the Dutch Heart Foundation, ZonMw and NWO, who collaborate within the Dutch CardioVascular Alliance.

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DEFENCE

2021

Currently, it is largely unknown to what extent the heart is involved in COVID-19. The aim of this project is to assess the incidence and consequences of cardiac damage in patients who have experienced COVID-19. How often does COVID-19 lead to myocardial damage? What are the short- and long-term consequences of this damage and what can we do to prevent it from occurring? These are the central questions that will be answered within the DEFENCE consortium.
The Research
The DEFENCE consortium integrates several national studies initiated at the onset of the COVID-19 pandemic, encompassing diverse patient groups as part of the COPP study, ranging from elite athletes (COMMIT study) and individuals recovering at home (COVID@Heart study) to hospitalized patients (CAPACITY-COVID registry and CAPACITY 2 study) and children with post-infection inflammatory syndromes affecting the heart (MIS-C). By harmonizing these initiatives, a unique cohort spanning the entire spectrum of COVID-19 severity has been established.
The ongoing studies are extended at multiple levels within the DEFENCE project. This includes:
Standardized Healthcare Pathway Implementation: Implementing and evaluating a standardized healthcare pathway to assess cardiac damage occurrence within 6 months post-hospitalization for COVID-19.
Serial Cardiac Magnetic Resonance (CMR) Imaging: Performing serial CMR imaging to determine the prevalence and reversibility of myocardial damage, with all scans assessed in a core lab.
Evaluation of Cardiovascular Symptoms: Assessing the incidence of cardiovascular symptoms such as chest pain and palpitations in the post-acute phase through patient questionnaires.
Linking Data to National Datasets: Linking study data to national datasets at Statistics Netherlands to analyze long-term cardiovascular morbidity and mortality. To evaluate whether cardiovascular disease is a characteristic feature of COVID-19, a comparison with other respiratory tract infections, including seasonal influenza will be made.






Origin
This research has is funded by ZonMw, but has been set up through the efforts of WCN, NLHI, NHR, the Dutch Heart Foundation, NVVC, NVIC, Harteraad, and the EuroQol Research Foundation, who collaborate within the Dutch CardioVascular Alliance.

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