Jonas L. Isaksen

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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

1. 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, C., 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

2. 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, C., 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, In: medRxiv. 17 p.

   Research output: Contribution to journal › Journal article › Research

3. 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. 34–41

   Research output: Contribution to journal › Review › Research › peer-review

4. 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. 199-205

   Research output: Contribution to journal › Journal article › Research › peer-review

5. 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, C., Jensen, J. S., Rossing, Peter, Kanters, Jørgen K. & Jensen, M. T., 2018, In: Diabetic Medicine. 35, 10, p. 1337-1344 8 p.

   Research output: Contribution to journal › Journal article › Research › peer-review

Selected prizes

1. EliteForsk Rejsestipendium

   Isaksen, Jonas L. (Recipient), 23 Aug 2021

   Prize: Prizes, scholarships, distinctions