Research output per year
Research output per year
Personal profile
Short presentation
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.
Education/Academic qualification
Master of Science in Biomedical Engineering
Keywords
- Faculty of Health and Medical Sciences
- Machine Learning
- Electrocardiology
- ECG
- Epidemiology
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Research output
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Explaining deep neural networks for knowledge discovery in electrocardiogram analysis
Hicks, S. A., Isaksen, J. L., Thambawita, V., Ghouse, J., Ahlberg, G., Linneberg, A., Grarup, N., Strümke, I., Ellervik, C., Olesen, M. S., Hansen, T., Graff, C., Holstein-Rathlou, N-H., Halvorsen, P., Maleckar, M. M., Riegler, M. A. & Kanters, J. K., 2021, In: Scientific Reports. 11, 1, 11 p., 10949.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile36 Citations (Scopus)103 Downloads (Pure) -
DeepFake electrocardiograms: the key for open science for artificial intelligence in medicine
Thambawita, V., Isaksen, J. L., Hicks, S. A., Ghouse, J., Ahlberg, G., Linneberg, A., Grarup, N., Ellervik, C., Olesen, M. S., Hansen, T., Graff, C., Holstein-Rathlou, N-H., Strümke, I., Hammer, H. L., Maleckar, M., Halvorsen, P., Riegler, M. A. & Kanters, J. K., 2022, 17 p. (medRxiv).Research output: Working paper › Preprint › Research
File89 Downloads (Pure) -
Artificial intelligence for the detection, prediction, and management of atrial fibrillation
Isaksen, J. L., Baumert, M., Hermans, A. N. L., Maleckar, M. & Linz, D., 2022, In: Herzschrittmachertherapie und Elektrophysiologie. 33, p. 34–41Research output: Contribution to journal › Review › Research › peer-review
Open AccessFile38 Downloads (Pure) -
Electrocardiographic T-wave morphology and risk of mortality
Isaksen, J. L., Ghouse, J., Graff, C., Olesen, M. S., Holst, A. G., Pietersen, A., Nielsen, J. B., Skov, M. W. & Kanters, J. K., 2021, In: International Journal of Cardiology. 328, p. 199-205Research output: Contribution to journal › Journal article › Research › peer-review
11 Citations (Scopus) -
Cardiac repolarization and depolarization in people with Type 1 diabetes with normal ejection fraction and without known heart disease: a case-control study
Isaksen, J. L., Graff, C., Ellervik, C., Jensen, J. S., Rossing, P., Kanters, J. 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
12 Citations (Scopus) -
Association of DIO2 and MCT10 Polymorphisms With Persistent Symptoms in LT4-Treated Patients in the UK Biobank
Jensen, C. Z., Isaksen, J. L., Ahlberg, G., Olesen, M. S., Nygaard, B., Ellervik, C. & Kanters, J. K., 2024, In: The Journal of clinical endocrinology and metabolism. 109, 2, p. e613-e622 10 p.Research output: Contribution to journal › Journal article › Research › peer-review
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Catheter-based pulmonary vein isolation fails to prevent transient atrial arrhythmogenic changes related to acute obstructive respiratory events in a porcine model
Norup Hertel, J., Isaksen, J. L., Jerltorp, K., Dalgas Nissen, S., Hansen, M., Saljic, A., Linz, B., Sattler, S., Ye, C., Overgaard Larsen, J., Nørregaard, M., Chaldoupi, S. M., Gang, U., Manninger, M., Jespersen, T. & Linz, D., 2024, In: Europace. 26, 6, 7 p., euae132.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile5 Downloads (Pure) -
Electrocardiographic markers in patients with type 2 diabetes and the role of diabetes duration
Isaksen, J. L., Sivertsen, C. B., Jensen, C. Z., Graff, C., Linz, D., Ellervik, C., Jensen, M. T., Jørgensen, P. G. & Kanters, J. K., 2024, In: Journal of Electrocardiology. 84, p. 129-136 8 p.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile4 Downloads (Pure)
Prizes
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EliteForsk Rejsestipendium
Isaksen, Jonas L. (Recipient), 23 Aug 2021
Prize: Prizes, scholarships, distinctions