Jonas L. Isaksen

Jonas L. Isaksen

Postdoc

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 journalJournal articleResearchpeer-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 journalJournal articleResearch

  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 journalReviewResearchpeer-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 journalJournal articleResearchpeer-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 journalJournal articleResearchpeer-review

Selected prizes

  1. EliteForsk Rejsestipendium

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

    Prize: Prizes, scholarships, distinctions

ID: 143257969