Projects per year
Organisation profile
Organisation profile
Head of research group: Johannes Jan Struijk
Who we are?
Members of the group are biomedical engineers with expertise in signal processing, mathematical modeling, biostatistics, electronics, machine learning, and electrophysiology.
Our research – what we do?
The CardioTech research group advances knowledge of the heart and the cardiovascular system and introduces new clinical solutions in cardiology, through technology-based and technology-directed research. Our main research areas are Electrocardiography, Vibro-acoustic cardiography, Echocardiography, wearable technologies and computational modeling, based on a uniquely equipped laboratory.
How does our research contribute to societal health challenges?
With cardiovascular disease still being a major cause of death, our efforts to introduce new methods for diagnostics, treatment and monitoring have a direct impact on the future development of cardiology. Through industrial collaboration and the establishment of start-up companies we have contributed to the introduction of novel technical solutions that are on the market today and we will continue to spin-out innovative ideas within cardio-technology.
Who are our key collaborators?
Our current research would not be possible without collaborations with various Cardiology Departments in Denmark and abroad. Moreover, our collaboration with industry has been an important drive for our research results.
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Collaborations from the last five years
Profiles
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Seismic Heart : Seismic Heart - Seismocardiographic Monitoring of Heart failure
Schmidt, S., Søgaard, P. & Lamberts, M.
01/10/2023 → 30/09/2026
Project: Research
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Detection of Pulmonary Hypertension Using Deep Learning of Heart Sounds
Schmidt, S., Renna, F., Gaudio, A. & Giordano, N.
01/02/2022 → …
Project: Research
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Research output
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Anticoagulation-Associated Bleeding in Patients Screened for Atrial Fibrillation versus Usual Care-A Post Hoc Analysis from the LOOP Study
Kongebro, E. K., Diederichsen, S. Z., Xing, L. Y., Haugan, K. J., Graff, C., Højberg, S., Olesen, M. S., Krieger, D., Brandes, A., Koeber, L. & Svendsen, J. H., Jan 2024, In: TH Open. 8, 1, p. e19-e30Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile32 Downloads (Pure) -
AUTOENCODERS IN QUANTITATIVE SEISMOCARDIOGRAPHY
Schmidt, S. E. (Inventor), 18 Jan 2024, IPC No. A61B 5/ 11 A I, Patent No. WO2024013233, Priority date 13 Jul 2022, Priority No. EP20220184623Research output: Patent
Open Access -
Body composition estimated from the electrocardiogram by deep learning
Thorndal, E. M., Dons, F. E., Chevalier, M. K., Christensen, L. B., Vad, O. B., Olesen, M. S., Graff, C., Linz, D., Nørregaard, M., Isaksen, J. L., Riegler, M. & Kanters, J. K., 1 May 2024, In: Journal of Electrocardiology. 84, p. 28-29Research output: Contribution to journal › Conference abstract in journal › Research › peer-review
Datasets
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Additional file 2 of Predicting the presence of coronary plaques featuring high-risk characteristics using polygenic risk scores and targeted proteomics in patients with suspected coronary artery disease
Møller, P. L. (Creator), Rohde, P. D. (Creator), Dahl, J. N. (Creator), Rasmussen, L. D. (Creator), Nissen, L. (Creator), Schmidt, S. E. (Creator), McGilligan, V. (Creator), Gudbjartsson, D. F. (Creator), Stefansson, K. (Creator), Holm, H. (Creator), Bentzon, J. F. (Creator), Bøttcher, M. (Creator), Winther, S. (Creator) & Nyegaard, M. (Creator), Figshare, 15 Aug 2024
DOI: 10.6084/m9.figshare.25449091, https://springernature.figshare.com/articles/dataset/Additional_file_2_of_Predicting_the_presence_of_coronary_plaques_featuring_high-risk_characteristics_using_polygenic_risk_scores_and_targeted_proteomics_in_patients_with_suspected_coronary_artery_disease/25449091
Dataset
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Additional file 2 of Predicting the presence of coronary plaques featuring high-risk characteristics using polygenic risk scores and targeted proteomics in patients with suspected coronary artery disease
Møller, P. L. (Creator), Rohde, P. D. (Creator), Dahl, J. N. (Creator), Rasmussen, L. D. (Creator), Nissen, L. (Creator), Schmidt, S. E. (Creator), McGilligan, V. (Creator), Gudbjartsson, D. F. (Creator), Stefansson, K. (Creator), Holm, H. (Creator), Bentzon, J. F. (Creator), Bøttcher, M. (Creator), Winther, S. (Creator) & Nyegaard, M. (Creator), Figshare, 15 Aug 2024
DOI: 10.6084/m9.figshare.25449091.v1, https://springernature.figshare.com/articles/dataset/Additional_file_2_of_Predicting_the_presence_of_coronary_plaques_featuring_high-risk_characteristics_using_polygenic_risk_scores_and_targeted_proteomics_in_patients_with_suspected_coronary_artery_disease/25449091/1
Dataset
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PTB-XL+, a comprehensive electrocardiographic feature dataset
Strodthoff, N. (Creator), Mehari, T. (Creator), Nagel, C. (Creator), Aston, P. J. (Creator), Sundar, A. (Creator), Graff, C. (Creator), Kanters, J. (Creator), Haverkamp, W. (Creator), Dössel, O. (Creator), Loewe, A. (Creator), Bär, M. (Creator) & Schaeffter, T. (Creator), PhysioNet, 27 Jun 2023
DOI: 10.13026/g6h6-7g88
Dataset
Prizes
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Distinguished Innovator
Schmidt, Samuel (Recipient), 2023
Prize: Research, education and innovation prizes
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Annelise Rosenfalck prisen
Schmidt, Samuel (Recipient), 2022
Prize: Research, education and innovation prizes
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2nd place Basic science E-poster - American Institute of Ultrasound in Medicine Convention 2018
Siemienski Andersen, Martin (Recipient), Mar 2018
Prize: Conference prizes
Activities
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University of Agder, Norway, visits AAU - Mathematics and PBL
Bettina Dahl Søndergaard (Organizer), Morten Grud Rasmussen (Organizer), Lisbeth Fajstrup (Participant), Horia Cornean (Participant), Jens Christian Moesgaard Rauhe (Participant) & Johannes Jan Struijk (Participant)
11 May 2022 → 12 May 2022Activity: Attending an event › Organisation or participation in workshops, courses, seminars, exhibitions or similar
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High Frame Rate Cardiac Ultrasound: Hot or Stupid?
Andersen, M. V. (Lecturer), Schmidt, S. E. (Lecturer), Søgaard, P. (Lecturer), Moore, C. (Lecturer), Von Ramm, O. T. (Lecturer) & Kisslo, J. (Lecturer)
7 Feb 2018 → 10 Feb 2018Activity: Talks and presentations › Conference presentations
Press/Media
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Kender du dit hjertes tilstand?
Samuel Schmidt & Peter Søgaard
20/08/2024
1 item of Media coverage
Press/Media: Press / Media
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Nordjysk rugekasse holder medicinske opfindere i hånden
Samuel Emil Schmidt, Jeppe Hagstrup Christensen & Oliver Thomsen Damsgaard
24/05/2024
1 item of Media coverage
Press/Media: Press / Media
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Nyt politi-magtmiddel i Nordjylland - derfor kan det være farligt
Claus Graff & John Hansen
16/03/2024 → 17/03/2024
2 items of Media coverage
Press/Media: Press / Media
Impacts
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AUTOENCODERS IN QUANTITATIVE SEISMOCARDIOGRAPHY
Samuel Schmidt (Participant)
Impact: Quality of life impact
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EXPLAINABLE DEEP LEARNING METHOD FOR NON-INVASIVE DETECTION OF PULMONARY HYPERTENSION FROM HEART SOUNDS
Alex Gaudio (Participant), Francesco Renna (Participant) & Samuel Schmidt (Participant)
Impact: Quality of life impact
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Invention for detecting skin vibrations improves patient care.
Samuel Schmidt (Participant), Oliver Thomsen Damsgaard (Participant) & Jeppe Hagstrup Christensen (Participant)
Impact: Quality of life impact