A patient-centered early risk prediction, prevention, and intervention platform to support the continuum of care in coronary artery disease (CAD) using eHealth and artificial intelligence

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

Living Lab findings

the findings of TIMELY Living Lab which will be an open innovation ecosystem based on a systematic user co-creation approach

Publications

Heart Failure: Machine Learning Prediction Within a 5-Year Framework

Author(s): Tsarapatsani, Konstantina-Helen; Tsakanikas, Vasilios; Sakellarios, Antonis; Trampisch, Hans; Karapintzou, Efterpi; Rudolf, Henrik; Matsopoulos, George; Fotiadis, Dimitrios I.
Published in: 2024 IEEE 24th International Conference on Bioinformatics and Bioengineering (BIBE), 2024
Publisher: IEEE
DOI: 10.5281/zenodo.15462811

Detecting Atrial Fibrillation from Reduced-Lead Electrocardiograms of Mobile Patches Using Interpretable Features

Author(s): Alexander Hammer, Boris Schmitz, Hagen Malberg, Martin Schmidt
Published in: Computing in Cardiology Conference (CinC), 2024 Computing in Cardiology Conference (CinC), Issue 51, 2024
Publisher: Computing in Cardiology
DOI: 10.22489/cinc.2024.292

Machine Learning Models for Cardiovascular Disease Events Prediction

Author(s): Konstantina, Tsarapatsani; Antonis I, Sakellarios; Vasileios C, Pezoulas; Vassilis D, Tsakanikas; Marcus E, Kleber; Winfried, Marz; Lampros K, Michalis; Dimitrios I, Fotiadis
Published in: 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2020, Page(s) 1066-1069
Publisher: IEEE
DOI: 10.1109/embc48229.2022.9871121

Machine Learning Models to Predict Myocardial Infarction Within 10-Years Follow-up of Cardiovascular Disease Progression

Author(s): Konstantina-Helen Tsarapatsani; Antonis Sakellarios; Vasileios C. Pezoulas; Vasilis D. Tsakanikas; George K. Matsopoulos; Winfried Marz; Marcus Kleber; Dimitrios I. Fotiadis
Published in: 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI), 2022
Publisher: IEEE
DOI: 10.1109/bhi56158.2022.9926803

Automatic Classification of Full- and Reduced-Lead Electrocardiograms Using Morphological Feature Extraction

Author(s): Alexander Hammer; Matthieu Scherpf; Hannes Ernst; Jonas Weiss; Daniel Schwensow; Martin Schmidt
Published in: 2021 Computing in Cardiology (CinC), Issue Vol. 48, 2021, ISSN 2325-887X
Publisher: IEEE
DOI: 10.23919/cinc53138.2021.9662797

Towards the Prediction of Atrial Fibrillation Using Interpretable ECG Features

Author(s): Alexander Hammer; Hagen Malberg; Martin Schmidt
Published in: 2022 Computing in Cardiology (CinC), 2022, ISSN 2325-887X
Publisher: IEEE
DOI: 10.22489/cinc.2022.236

Not (yet) the whole story: Evaluating Visual Storytelling Requires More than Measuring Coherence, Grounding, and Repetition

Author(s): Aditya Kaushik Surikuchi, Raquel Fernández, Sandro Pezzelle
Published in: Findings of the Association for Computational Linguistics: EMNLP 2024, 2024, Page(s) 11597-11611
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/2024.findings-emnlp.679

Machine Learning Models to Predict Myocardial Infarction Within 10-Years Follow-up of Cardiovascular Disease Progression

Author(s): Tsarapatsani, Konstantina-Helen; Sakellarios, Antonis; Pezoulas, Vasileios; Tsakanikas, Vasilis; Matsopoulos, George; Marz, Winfried; Kleber, Marcus; Fotiadis, Dimitrios I.
Published in: 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI), Issue 1, 2022
Publisher: IEEE
DOI: 10.5281/zenodo.15462725

Machine Learning Models Predict the Need of Amputation and/or Peripheral Artery Revascularization in Hypertensive Patients Within 7-Years Follow-Up

Author(s): Konstantina Tsarapatsani, Antonis I. Sakellarios, Vassilis D. Tsakanikas, Hans J. Trampisch, Henrik Rudolf, Nikolaos Tachos, Marcus E. Kleber, Winfried März, and Dimitrios I. Fotiadis
Published in: 2023 45th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2023
Publisher: IEEE
DOI: 10.1109/embc40787.2023.10340447

Cardiovascular Reflections of Sympathovagal Imbalance Precede the Onset of Atrial Fibrillation

Author(s): Alexander Hammer; Hagen Malberg; Martin Schmidt
Published in: 2023 Computing in Cardiology (CinC), 2023
Publisher: IEEE
DOI: 10.22489/cinc.2023.399

Eliciting Motivational Interviewing Skill Codes in Psychotherapy with LLMs: A Bilingual Dataset and Analytical Study

Author(s): Xin Sun, Jiahuan Pei, Jan de Wit, Mohammad Aliannejadi, Emiel Krahmer, Jos T.P. Dobber, Jos A. Bosch
Published in: Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), 2024, Page(s) 5609–5621
Publisher: ELRA and ICCL

Automatic Detection of Acute Mental Stress With Camera-based Photoplethysmography

Author(s): Hannes Ernst; Hagen Malberg; Martin Schmidt
Published in: 2023 Computing in Cardiology (CinC), 2023
Publisher: IEEE
DOI: 10.22489/cinc.2023.034

How Well Can Large Language Models Reflect? A Human Evaluation of LLM-generated Reflections for Motivational Interviewing Dialogues

Author(s): Erkan Basar, Xin Sun, Iris Hendrickx, Jan de Wit, Tibor Bosse, Gert-Jan De Bruijn, Jos A. Bosch, Emiel Krahmer
Published in: Proceedings of the 31st International Conference on Computational Linguistics, 2025, Page(s) 1964–1982
Publisher: Association for Computational Linguistics

Machine Learning Models Predict Fatal Myocardial Infarction Within 10-Years Follow-Up Utilizing Explainable AI

Author(s): Konstantina-Helen Tsarapatsani, Antonis Sakellarios, Vasilis D. Tsakanikas, Marcus Kleber, Winfried Marz, Dimitrios I. Fotiadis
Published in: 2023 IEEE 23rd International Conference on Bioinformatics and Bioengineering (BIBE), 2024, Page(s) 320-324
Publisher: IEEE
DOI: 10.1109/bibe60311.2023.00059

Prediction of Stroke Risk Within 7-Years Follow Up Using Machine Learning Models<sup>*</sup>

Author(s): Konstantina-Helen Tsarapatsani, Antonis Sakellarios, Vasilis D Tsakanikas, Henrik Rudolf, Hans J. Trampisch, Vasileios C. Pezoulas, George K. Matsopoulos, Dimitrios I. Fotiadis
Published in: 2023 IEEE EMBS Special Topic Conference on Data Science and Engineering in Healthcare, Medicine and Biology, 2024, Page(s) 135-136
Publisher: IEEE
DOI: 10.1109/ieeeconf58974.2023.10404260

Machine Learning Models Predict the Need of Amputation and/or Peripheral Artery Revascularization in Hypertensive Patients Within 7-Years Follow-Up

Author(s): Tsarapatsani, Konstantina; Sakellarios, Antonis; Tsakanikas, Vassilis; Trampisch, Hans; Rudolf, Henrik; Tachos, Nikolaos; Kleber, Marcus; März, Winfried; Dimitrios, Fotiadis
Published in: 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Issue 1, 2024
Publisher: IEEE
DOI: 10.5281/zenodo.15462777

Morphology Features Self-Learned by Explainable Deep Learning for Atrial Fibrillation Detection Correspond to Fibrillatory Waves

Author(s): Alexander Hammer, Hagen Malberg, Martin Schmidt
Published in: Computing in Cardiology Conference (CinC), 2024 Computing in Cardiology Conference (CinC), Issue 51, 2024
Publisher: Computing in Cardiology
DOI: 10.22489/cinc.2024.305

GROOViST: A Metric for Grounding Objects in Visual Storytellin

Author(s): Aditya Surikuchi, Sandro Pezzelle, Raquel Fernández
Published in: Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/2023.emnlp-main.202

Can a Funny Chatbot Make a Difference? Infusing Humor into Conversational Agent for Behavioral Intervention

Author(s): Xin Sun, Isabelle Teljeur, Zhuying Li, Jos A. Bosch
Published in: ACM Conversational User Interfaces 2024, 2024, Page(s) 1-19
Publisher: ACM
DOI: 10.1145/3640794.3665555

Rethinking the Alignment of Psychotherapy Dialogue Generation with Motivational Interviewing Strategies

Author(s): Xin Sun, Xiao Tang, Abdallah El Ali, Zhuying Li, Pengjie Ren, Jan de Wit, Jiahuan Pei, Jos A.Bosch
Published in: Proceedings of the 31st International Conference on Computational Linguistics, Issue 2025.coling-main.136, 2025, Page(s) 1983–2002
Publisher: Association for Computational Linguistics

Predicting the death caused by cardiovascular and/or cerebrovascular disease within 7 years follow-up using machine learning models

Author(s): K Tsarapatsani, A I Sakellarios, V Tsakanikas, W Marz, H J Trampisch, H Rudolf, D I Fotiadis
Published in: European Heart Journal, Issue Volume 44, Issue Supplement_2, 2023, ISSN 1522-9645
Publisher: European Society of Cardiology
DOI: 10.1093/eurheartj/ehad655.2429

High genetic risk for depression as an independent risk factor for mortality in patients referred for coronary angiography

Author(s): Robert M, Krämer; Angela P, Moissl; Stefan, Lorkowski; Bernhard K, Krämer; Terho, Lehtimäki; Binisha H, Mishra; Pashupati P, Mishra; Jan, Leipe; Winfried, März; Marcus E, Kleber; Bertram, Müller-Myhsok; Graciela E, Delgado
Published in: Frontiers in Cardiovascular Medicine, Issue Vol. 10, 2023, ISSN 2297-055X
Publisher: Frontiers Media SA
DOI: 10.3389/fcvm.2023.1125151

Altered tissue oxygenation in patients with post COVID-19 syndrome

Author(s): Hendrik Schäfer, Marc Teschler, Frank C. Mooren, Boris Schmitz
Published in: Microvascular Research, Issue 148, 2025, Page(s) 104551, ISSN 0026-2862
Publisher: Academic Press
DOI: 10.1016/j.mvr.2023.104551

Decreased ventricular repolarization variability in one-year-olds of gestational diabetes mothers

Author(s): Martin Schmidt, Alexander Hammer, Hagen Malberg, Silvia M. Lobmaier, Peter Ewert, Renate Oberhoffer-Fritz, Annette Wacker-Gussmann
Published in: Progress in Pediatric Cardiology, Issue 75, 2024, Page(s) 101756, ISSN 1058-9813
Publisher: Elsevier BV
DOI: 10.1016/j.ppedcard.2024.101756

Taking cardiac rehabilitation to the doctor's office: a rule-based exercise prescription tool using cdss for phase iii cardiac rehabilitation

Author(s): M Sestayo Fernandez, L Chondromatidou, G Notas, D Gatsios, V Tsakanikas, K Marias, D I Fotiadis, C Pena Gil, J R Gonzalez-Juanatey, F C Mooren, B Schmitz
Published in: European Journal of Preventive Cardiology, Issue 31, 2024, ISSN 2047-4873
Publisher: SAGE Publications Ltd
DOI: 10.1093/eurjpc/zwae175.118

A genome wide search for non-additive allele effects identifies<i>PSKH2</i>as involved in the variability of Factor V activity

Author(s): Blandine Gendre, Angel Martinez-Perez, Marcus E Kleber, Astrid van Hylckama Vlieg, Anne Boland, Robert Olaso, Marine Germain, Gaëlle Munsch, Angela Patricia Moissl, Pierre Suchon, Juan Carlos Souto, José Manuel Soria, null null, Jean-François Deleuze, Winfried März, Frits R Rosendaal, Maria Sabater-Lleal, Pierre-Emmanuel Morange, David-Alexandre Trégouët
Published in: Journal of the American Heart Association, Issue Volume 13, Number 21, 2024, ISSN 2047-9980
Publisher: Wiley-Blackwell
DOI: 10.1101/2024.02.08.579474

Genetic risk score for coronary artery calcification and its predictive ability for coronary artery disease

Author(s): Pashupati P. Mishra, Binisha H. Mishra, Leo-Pekka Lyytikäinen, Sirkka Goebeler, Mika Martiskainen, Emma Hakamaa, Marcus E. Kleber, Graciela E. Delgado, Winfried März, Mika Kähönen, Pekka J. Karhunen, Terho Lehtimäki
Published in: American Journal of Preventive Cardiology, Issue 20, 2024, Page(s) 100884, ISSN 2666-6677
Publisher: Elsevier BV
DOI: 10.1016/j.ajpc.2024.100884

Platelet Reactivity and Cardiovascular Mortality Risk in the LURIC Study

Author(s): Martin Berger; Alexander Dressel; Marcus E. Kleber; Winfried März; Peter Hellstern; Nikolaus Marx; Katharina Schütt
Published in: Journal of Clinical Medicine, Issue Vol. 12, Issue 5, 2023, Page(s) 1913, ISSN 2077-0383
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/jcm12051913

Improving accessibility of scientific research by artificial intelligence—An example for lay abstract generation

Author(s): Boris Schmitz
Published in: Digital Health, Issue 9, 2023, ISSN 2055-2076
Publisher: Sage Publications Ltd
DOI: 10.1177/20552076231186245

Use of large language models to identify pseudo‐information: Implications for health information

Author(s): Boris Schmitz
Published in: Health Information & Libraries Journal, 2025, ISSN 1471-1834
Publisher: Blackwell Publishing Inc.
DOI: 10.1111/hir.12569

A single session of EMS training induces long-lasting changes in circulating muscle but not cardiovascular miRNA levels: a randomized crossover study

Author(s): Sinje Biss; Marc Teschler; Melina Heimer; Thomas Thum; Christian Bär; Frank C. Mooren; Boris Schmitz
Published in: Journal of Applied Physiology, Issue Vol 134, Issue 4, 2023, Page(s) 799-809, ISSN 1522-1601
Publisher: Americal Physiological Society
DOI: 10.1152/japplphysiol.00557.2022

Effectiveness of behavior change techniques in eHealth-based cardiac rehabilitation in patients with coronary artery disease: A systematic review

Author(s): Emma R. Douma, Tom Roovers, Mirela Habibović, Gert-Jan de Bruijn, Jos A. Bosch, Boris Schmitz, Willem J. Kop
Published in: American Journal of Preventive Cardiology, Issue 20, 2024, Page(s) 100892, ISSN 2666-6677
Publisher: Elsevier BV
DOI: 10.1016/j.ajpc.2024.100892

Predicting atrial fibrillation within 7 years follow-up using machine learning models

Author(s): K H Tsarapatsani, D Biros, V Tsakanikas, A Sakellarios, H J Trampisch, H Rudolf, G K Matsopoulos, D I Fotiadis
Published in: European Heart Journal, Issue 45, 2024, ISSN 0195-668X
Publisher: Oxford University Press
DOI: 10.1093/eurheartj/ehae666.2685

Regulation of nc886 (vtRNA2-1) RNAs is associated with cardiometabolic risk factors and diseases

Author(s): Sonja Rajić, Thomas Delerue, Justiina Ronkainen, Ruiyuan Zhang, Joanna Ciantar, Daria Kostiniuk, Pashupati P. Mishra, Leo-Pekka Lyytikäinen, Nina Mononen, Laura Kananen, Annette Peters, Juliane Winkelmann, Marcus E. Kleber, Stefan Lorkowski, Mika Kähönen, Terho Lehtimäki, Olli Raitakari, Melanie Waldenberger, Christian Gieger, Winfried März, Emily W. Harville, Sylvain Sebert, Saara Marttila,
Published in: Clinical Epigenetics, Issue 17, 2025, ISSN 1868-7083
Publisher: Springer Science and Business Media LLC
DOI: 10.1186/s13148-025-01871-7

eHealth for maintenance cardiovascular rehabilitation: a systematic review and meta-analysis

Author(s): Melina Heimer, Sandra Schmitz, Marc Teschler, Hendrik Schäfer, Emma R Douma, Mirela Habibovic, Willem J Kop, Thorsten Meyer, Frank C Mooren, Boris Schmitz
Published in: European Journal of Preventive Cardiology, Issue Volume 30, Issue 15, 2023, Page(s) 1634–1651, ISSN 2047-4881
Publisher: ESC
DOI: 10.1093/eurjpc/zwad145

Autonomic dysregulation in long-term patients suffering from Post-COVID-19 Syndrome assessed by heart rate variability

Author(s): Frank C. Mooren, Irina Böckelmann, Melina Waranski, Mona Kotewitsch, Marc Teschler, Hendrik Schäfer & Boris Schmitz
Published in: Scientific Reports, Issue 13, 2023, ISSN 2045-2322
Publisher: Nature Publishing Group
DOI: 10.1038/s41598-023-42615-y

Corrigendum: Health benefits of probiotics in sport and exercise—Non-existent or a matter of heterogeneity? A systematic review

Author(s): Melina Heimer, Marc Teschler, Boris Schmitz, Frank C. Mooren
Published in: Frontiers in Nutrition, 2022, ISSN 2296-861X
Publisher: Frontiers Media SA
DOI: 10.3389/fnut.2022.1051918

Health Benefits of Probiotics in Sport and Exercise - Non-existent or a Matter of Heterogeneity? A Systematic Review

Author(s): Melina Heimer; Marc Teschler; Boris Schmitz; Frank C. Mooren
Published in: Frontires in Nutrition, Issue Vol. 9, 2022, ISSN 2296-861X
Publisher: Frontiers Media SA
DOI: 10.3389/fnut.2022.804046

Sex and statin-related genetic associations at the PCSK9 gene locus: results of genome-wide association meta-analysis

Author(s): Janne Pott, Azin Kheirkhah, Jesper R. Gadin, Marcus E. Kleber, Graciela E. Delgado, Holger Kirsten, Lukas Forer, Stefanie M. Hauck, Ralph Burkhardt, Hubert Scharnagl, Markus Loeffler, Winfried März, Joachim Thiery, Christian Gieger, Annette Peters, Angela Silveira, Ferdinand van’t Hooft, Florian Kronenberg, Markus Scholz
Published in: Biology of Sex Differences, Issue 15, 2024, ISSN 2042-6410
Publisher: Springer Science and Business Media LLC
DOI: 10.1186/s13293-024-00602-6

What does it drive the relationship between cardiovascular disease mortality and economic development? New evidence from Spain

Author(s): Carla Blázquez-Fernández, David Cantarero-Prieto
Published in: Health Economics Review, Issue 15, 2025, ISSN 2191-1991
Publisher: Springer Science and Business Media LLC
DOI: 10.1186/s13561-025-00594-y

Living Lab Data of Patient Needs and Expectations for eHealth-Based Cardiac Rehabilitation in Germany and Spain From the TIMELY Study: Cross-Sectional Analysis

Author(s): Boris Schmitz, Svenja Wirtz, Manuela Sestayo-Fernández, Hendrik Schäfer, Emma R Douma, Marta Alonso Vazquez, Violeta González-Salvado, Mirela Habibovic, Dimitris Gatsios, Willem Johan Kop, Carlos Peña-Gil, Frank Mooren
Published in: Journal of Medical Internet Research, Issue 26, 2024, Page(s) e53991, ISSN 1438-8871
Publisher: Journal of medical Internet Research
DOI: 10.2196/53991

Interface Matters: Exploring Human Trust in Health Information from Large Language Models via Text, Speech, and Embodiment

Author(s): Xin Sun, Yunjie Liu, Jos A. Bosch, Zhuying Li
Published in: Proceedings of the ACM on Human-Computer Interaction, Issue 9, 2025, Page(s) 1-32, ISSN 2573-0142
Publisher: Association for Computing Machinery (ACM)
DOI: 10.1145/3711014

Clinical and genetic diagnosis of familial hypercholesterolaemia in patients undergoing coronary angiography: the Ludwigshafen Risk and Cardiovascular Health Study

Author(s): Stefan Molnar, Hubert Scharnagl, Graciela E Delgado, Bernhard K Krämer, Ulrich Laufs, Winfried März, Marcus E Kleber, Julius L Katzmann
Published in: European Heart Journal - Quality of Care and Clinical Outcomes, Issue 10, 2024, Page(s) 632-640, ISSN 2058-5225
Publisher: Oxford University Press (OUP)
DOI: 10.1093/ehjqcco/qcad075

Self-rated physical fitness predicts cardiovascular and all-cause mortality—implications for clinical decision-making

Author(s): Angela P Moissl, Graciela E Delgado, Marcus E Kleber, Frank C Mooren, Hendrik Schäfer, Bernhard K Krämer, Winfried März, Boris Schmitz
Published in: European Journal of Preventive Cardiology, Issue zwaf154, 2025, ISSN 2047-4873
Publisher: SAGE Publications Ltd
DOI: 10.1093/eurjpc/zwaf154

Associations Between Psychological Factors and Adherence to Health Behaviors After Percutaneous Coronary Intervention: The Role of Cardiac Rehabilitation

Author(s): Emma R Douma, Willem J Kop, Nina Kupper
Published in: Annals of Behavioral Medicine, Issue 58, 2024, Page(s) 328-340, ISSN 0883-6612
Publisher: Lawrence Erlbaum Associates Inc.
DOI: 10.1093/abm/kaae008

Camera-based assessment of cutaneous perfusion strength in a clinical setting

Author(s): Alexander Hammer; Matthieu Scherpf; Martin Schmidt; Hannes Ernst; Hagen Malberg; Klaus Matschke; Adrian Dragu; Judy Martin; Olimpiu Bota
Published in: Physiological Measurement, Issue Vol. 43, Nr. 2, 2022, ISSN 0967-3334
Publisher: Institute of Physics Publishing
DOI: 10.1088/1361-6579/ac557d

xECGArch: A trustworthy deep learning architecture for interpretable ECG analysis considering short-term and long-term features

Author(s): Marc Goettling, Alexander Hammer, Hagen Malberg, Martin Schmidt
Published in: Nature Scientific Reports, Issue Sci Rep 14, 13122 (2024), 2024, ISSN 2045-2322
Publisher: Nature Publishing Group
DOI: 10.21203/rs.3.rs-3654418/v1

Medical Rehabilitation of Patients with Post-COVID-19 Syndrome—A Comparison of Aerobic Interval and Continuous Training

Author(s): Johanna M. Mooren, René Garbsch, Hendrik Schäfer, Mona Kotewitsch, Melina Waranski, Marc Teschler, Boris Schmitz, Frank C. Mooren
Published in: Journal of Clinical Medicine, Issue Vol.12, Issue 21, 2023, ISSN 2077-0383
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/jcm12216739

Analysis of fat oxidation capacity during cardiopulmonary exercise testing indicates long-lasting metabolic disturbance in patients with post-covid-19 syndrome

Author(s): René Garbsch, Hendrik Schäfer, Frank C. Mooren, Boris Schmitz
Published in: Clinical Nutrition, Issue 43, 2025, Page(s) 26-35, ISSN 0261-5614
Publisher: Churchill Livingstone
DOI: 10.1016/j.clnu.2024.10.010

Time Course of Inflammatory and Endocrine Factors Following a Single-Bout of High-Intensity WB-EMS – A Randomized Crossover Study

Author(s): Marc Teschler, Evita Bothur, Nadine Samel, Melina Waranski, Rüdiger Walscheid, Boris Schmitz, Frank C. Mooren
Published in: Research Quarterly for Exercise and Sport, 2025, Page(s) 1-10, ISSN 0270-1367
Publisher: American Alliance for Health
DOI: 10.1080/02701367.2025.2464195

Prediction of all-cause mortality in cardiovascular patients by using machine learning models

Author(s): K Tsarapatsani, V Pezoulas, A Sakellarios, V Tsakanikas, W Marz, M Kleber, L Michalis, D Fotiadis
Published in: European Heart Journal, Issue 43, 2022, ISSN 0195-668X
Publisher: Oxford University Press
DOI: 10.1093/eurheartj/ehac544.1185

Non-coding RNAs in exercise immunology: A systematic review

Author(s): Mona, Kotewitsch; Melina, Heimer; Boris, Schmitz; Frank C, Mooren
Published in: Journal of Sport and Health Science, 2023, ISSN 2095-2546
Publisher: Elsevier BV
DOI: 10.1016/j.jshs.2023.11.001

Patient-reported preferences in eHealth-based cardiac rehabilitation: A qualitative investigation of behavior change techniques, barriers and facilitators

Author(s): Emma R. Douma, Svenja Wirtz, Manuela Sestayo Fernandez, Hendrik Schäfer, Jos W.M.G. Widdershoven, Mirela Habibović, Carlos Peña Gil, Jos A. Bosch, Boris Schmitz, Willem J. Kop
Published in: Internet Interventions, Issue 35, 2024, Page(s) 100728, ISSN 2214-7829
Publisher: Elsevier BV
DOI: 10.1016/j.invent.2024.100728

Defining patients needs and expectations for eHealth-based cardiac rehabilitation in Germany and Spain: living lab data from the TIMELY study

Author(s): B Schmitz, S Wirtz, M Sestayo-Fernandez, H Schaefer, E R Douma, M Alonso, V Gonzalez-Salvado, M Habibovic, W J Kop, C Pena-Gil, F C Mooren
Published in: European Heart Journal, Issue Volume 43, Issue Supplement_2, 2022, ISSN 1522-9645
Publisher: European Society of Cardioloty
DOI: 10.1093/eurheartj/ehac544.2828

Sex-specific differences of cardiopulmonary fitness and pulmonary function in exercise-based rehabilitation of patients with long-term post-COVID-19 syndrome

Author(s): René Garbsch, Hendrik Schäfer, Mona Kotewitsch, Johanna M. Mooren, Melina Waranski, Marc Teschler, Katalin Vereckei, Gereon Böll, Frank C. Mooren, Boris Schmitz
Published in: BMC Medicine, Issue 22, 2024, ISSN 1741-7015
Publisher: BioMed Central
DOI: 10.1186/s12916-024-03658-8

A Behavioral Change–Based Mobile Intervention for Promoting Regular Physical Activity in Medical Rehabilitation Maintenance of Patients With Coronary Artery Disease: Controlled Trial (Preprint)

Author(s): Melina Waranski, René Garbsch, Mona Kotewitsch, Marc Teschler, Boris Schmitz, Frank C Mooren
Published in: Journal of Medical Internet Research, Issue J Med Internet Res 2024;26:e56480, 2024, ISSN 1438-8871
Publisher: Journal of medical Internet Research
DOI: 10.2196/preprints.56480

Transforming healthcare with chatbots: Uses and applications—A scoping review

Author(s): Marina Barreda, David Cantarero-Prieto, Daniel Coca, Abraham Delgado, Paloma Lanza-León, Javier Lera, Rocío Montalbán, Flora Pérez
Published in: DIGITAL HEALTH, Issue 11, 2025, ISSN 2055-2076
Publisher: SAGE Publications
DOI: 10.1177/20552076251319174

IL‐6 and hsCRP predict cardiovascular mortality in patients with heart failure with preserved ejection fraction

Author(s): Martin Berger, Winfried März, Alexander Niessner, Graciela Delgado, Marcus Kleber, Hubert Scharnagl, Nikolaus Marx, Katharina Schuett
Published in: ESC Heart Failure, Issue 11, 2024, Page(s) 3607-3615, ISSN 2055-5822
Publisher: Wiley
DOI: 10.1002/ehf2.14959

Loci for insulin processing and secretion provide insight into type 2 diabetes risk

Author(s): K. Alaine Broadaway, Xianyong Yin, Alice Williamson, Victoria A. Parsons, Emma P. Wilson, Anne H. Moxley, Swarooparani Vadlamudi, Arushi Varshney, Anne U. Jackson, Vasudha Ahuja, Stefan R. Bornstein, Laura J. Corbin, Graciela E. Delgado, Om P. Dwivedi, Lilian Fernandes Silva, Timothy M. Frayling, Harald Grallert, Stefan Gustafsson, Liisa Hakaste, Ulf Hammar, Christian Herder, Sandra Herrmann, Kurt
Published in: The American Journal of Human Genetics, Issue 110, 2024, Page(s) 284-299, ISSN 0002-9297
Publisher: University of Chicago Press
DOI: 10.1016/j.ajhg.2023.01.002

A living lab approach to define patients needs and expectations for eHealth-based cardiac rehabilitation in Germany and Spain: the TIMELY study

Author(s): B Schmitz, S Wirtz, M Sestayo-Fernandez, H Schaefer, E R Douma, M Alonso, V Gonzalez-Salvado, M Habibovic, W J Kop, C Pena-Gil, F C Mooren
Published in: European Journal of Preventive Cardiology, Issue Volume 30, Issue Supplement_1, June 2023, 2023, ISSN 2047-4881
Publisher: European Society of Cardiology
DOI: 10.1093/eurjpc/zwad125.088

Virtual Support for Real-World Movement: Using Chatbots to Overcome Barriers to Physical Activity

Author(s): Xin Sun, Dimosthenis Casula, Arathy Navaratnam, Anna Popp, Franziska Knopp, Giovanni Busini, Jan Wesołowski, Marie Van Reeth, Elke Reich, Reinout Wiers, Jos A. Bosch
Published in: HHAI 2023: Augmenting Human Intellect, 2023, Page(s) 201 - 214
Publisher: IOS Press
DOI: 10.3233/faia230084

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