Research output per year
Research output per year
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Dive into the research topics where Axel Nyström is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Improved Detection of Acute Coronary Occlusion Myocardial Infarction by an Artificial Intelligence Electrocardiogram Model in Swedish Emergency Departments
Lindow, T., Nyström, A., Forberg, J. L., Mokhtari, A., Björkelund, A., Herman, R., Meyers, H. P., Smith, S. W. & Ekelund, U., 2026 Oct, In: JACEP Open. 7, 5, 100473.Research output: Contribution to journal › Article › peer-review
Open Access -
Predicting Occlusion Myocardial Infarctions in the Emergency Department Using Artificial Intelligence
Nyström, A., Björkelund, A., Wagner, H., Ekelund, U., Ohlsson, M., Björk, J., Mokhtari, A. & Lundager Forberg, J., 2026 Jan 1, In: Journal of the American college of emergency physicians open. 7, 1, 100299.Research output: Contribution to journal › Article › peer-review
Open Access -
Identifying 20 homogeneous clusters of acute patients discharged with nonspecific diagnoses through k-prototypes mixed data clustering
Gregersen Mottlau, R., Villumsen, M., Nyström, A., Nygaard, H., Rasmussen, J., Christensen, M. B., Lundager Forberg, J. & Petersen, J., 2026, (E-pub ahead of print) In: BMC Emergency Medicine.Research output: Contribution to journal › Article › peer-review
Open Access -
Transfer learning for predicting acute myocardial infarction using electrocardiograms
Nyström, A., Björkelund, A., Ohlsson, M., Björk, J., Ekelund, U. & Lundager Forberg, J., 2025 Oct, In: PLOS Digital Health. 4, 10, p. e0001058Research output: Contribution to journal › Article › peer-review
Open Access -
Predicting adverse cardiac events at the emergency department: A deep learning approach
Nyström, A., 2025, Lund: Lund University, Faculty of Medicine. 94 p.Research output: Thesis › Doctoral Thesis (compilation)
Open AccessFile109 Downloads (Pure)
Projects
- 2 Finished
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Machine learning in emergency care
Nyström, A. (Researcher), Ekelund, U. (Supervisor), Björk, J. (Supervisor), Ohlsson, M. (Supervisor) & Lundager Forberg, J. (Supervisor)
2020/09/01 → 2024/09/01
Project: Dissertation
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AIR Lund: AIR Lund - Artificially Intelligent use of Registers
Björk, J. (Researcher), Ohlsson, M. (Researcher), Melander, O. (Researcher), Ekelund, U. (Researcher), Larsson, S. (Researcher), Mattsson, T. (Researcher), Mokhtari, A. (Researcher), de Vries, K. (Researcher), Nilsson, A. (Researcher), Lingman, M. (Researcher), Pashami, S. (Researcher), Ottosson, F. (Researcher), Larsson, A. E. (Administrator), Henriksen, A. (Researcher), Högberg, C. (Research student), Olsson, M. (Research student), Nyström, A. (Research student), Olsson de Capretz, P. (Research student), Björkelund, A. (Researcher), Nilsson, A. (Researcher), Åkesson, A. (Research student), Nordberg, A. (Researcher), Ekström, M. (Researcher), Tolestam Heyman, E. (Research student), Lundager Forberg, J. (Researcher), Berg, J. (Research student), Johansson, A. (Research student), Amirahmadi, A. (Research student), Eriksson, T. (Research student), Khoshnood, A. (Researcher), Mäkinen, M. P. (Research student), Holmberg, P. (Researcher) & Nilsson, T. N. (Research student)
2018/07/01 → 2025/12/31
Project: Research