Jonas L. Isaksen
Postdoc
Physiology of circulation, kidney and lung
Blegdamsvej 3
2200 København N.
I aim to utilize big data to identify novel associations within the cardiometabolic area using one of two methods:
1) Epidemiology using large Danish registers or population studies.
2) Deep learning models for powerful ECG analysis with explainble AI.
Teaching
I welcome students at all levels to express their interest. I undertake teaching at the BSc, MSc, and PhD levels.
Selected publications
- Published
Explaining deep neural networks for knowledge discovery in electrocardiogram analysis
Hicks, S. A., Isaksen, Jonas L., Thambawita, V., Ghouse, Jonas, Ahlberg, Gustav, Linneberg, Allan René, Grarup, Niels, Strümke, I., Ellervik, Christina, Olesen, Morten Steen Salling, Hansen, Torben, Graff, C., von Holstein-Rathlou, Niels-Henrik, Halvorsen, P., Maleckar, M. M., Riegler, M. A. & Kanters, Jørgen K., 2021, In: Scientific Reports. 11, 1, 11 p., 10949.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
DeepFake electrocardiograms: the key for open science for artificial intelligence in medicine
Thambawita, V., Isaksen, Jonas L., Hicks, S. A., Ghouse, Jonas, Ahlberg, Gustav, Linneberg, Allan René, Grarup, Niels, Ellervik, Christina, Olesen, Morten Steen Salling, Hansen, Torben, Graff, C., Holstein-Rathlou, N., Strümke, I., Hammer, H. L., Maleckar, M., Halvorsen, P., Riegler, M. A. & Kanters, Jørgen K., 2022, 17 p. (medRxiv).Research output: Working paper › Preprint
- Published
Artificial intelligence for the detection, prediction, and management of atrial fibrillation
Isaksen, Jonas L., Baumert, M., Hermans, A. N. L., Maleckar, M. & Dr Linz, Dominik Karl, 2022, In: Herzschrittmachertherapie und Elektrophysiologie. 33, p. 34–41Research output: Contribution to journal › Review › Research › peer-review
- Published
Electrocardiographic T-wave morphology and risk of mortality
Isaksen, Jonas L., Ghouse, J., Graff, C., Olesen, Morten Steen Salling, Holst, A. G., Pietersen, A., Nielsen, J. B., Skov, M. W. & Kanters, Jørgen K., 2021, In: International Journal of Cardiology. 328, p. 199-205Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Cardiac repolarization and depolarization in people with Type 1 diabetes with normal ejection fraction and without known heart disease: a case-control study
Isaksen, Jonas L., Graff, C., Ellervik, Christina, Jensen, J. S., Rossing, Peter, Kanters, Jørgen K. & bqn654, bqn654, 2018, In: Diabetic Medicine. 35, 10, p. 1337-1344 8 p.Research output: Contribution to journal › Journal article › Research › peer-review
Selected prizes
EliteForsk Rejsestipendium
Isaksen, Jonas L. (Recipient), 23 Aug 2021
Prize: Prizes, scholarships, distinctions
ID: 143257969
Most downloads
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360
downloads
Optimal pseudorandom sequence selection for online c-VEP based BCI control applications
Research output: Contribution to journal › Journal article › Research › peer-review
Published -
187
downloads
Effect of diabetes duration on the relationship between glycaemic control and risk of death in older adults with type 2 diabetes
Research output: Contribution to journal › Journal article › Research › peer-review
Published -
131
downloads
Digital DC-Reconstruction of AC-Coupled Electrophysiological Signals with a Single Inverting Filter
Research output: Contribution to journal › Journal article › Research › peer-review
Published