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2026
Mark Predicting Occlusion Myocardial Infarctions in the Emergency Department Using Artificial Intelligence
Nyström, Axel ^LU ; Björkelund, Anders ^LU ; Wagner, Henrik ^LU ; Ekelund, Ulf ^LU ; Ohlsson, Mattias ^LU ; Björk, Jonas ^LU ; Mokhtari, Arash ^LU and Lundager Forberg, Jakob ^LU (2026) In Journal of the American college of emergency physicians open 7(1).
- Contribution to journal › Article
2025
Mark Deep learning on routine full-breast mammograms enhances lymph node metastasis prediction in early breast cancer
Zhang, Daqu ^LU ; Dihge, Looket ^LU ; Bendahl, Pär-Ola ^LU ; Arvidsson, Ida ^LU ; Dustler, Magnus ^LU ; Ellbrant, Julia ^LU ; Gulis, Kim ^LU ; Hjärtström, Malin ^LU ; Ohlsson, Mattias ^LU and Rejmer, Cornelia ^LU , et al. (2025) In npj Digital Medicine 8(1).
- Contribution to journal › Article
Mark Utilizing artificial intelligence and medical experts to identify predictors for common diagnoses in dyspneic adults: A cross-sectional study of consecutive emergency department patients from Southern Sweden
Tolestam Heyman, Ellen ^LU ; Ashfaq, Awais ; Ekelund, Ulf ^LU ; Ohlsson, Mattias ^LU ; Björk, Jonas ^LU ; Schubert, Alexander Marcel ; Lingman, Markus and Khoshnood, Ardavan M. ^LU (2025) In International Journal of Medical Informatics 202(October 2025).
- Contribution to journal › Article
Mark Advancing personalised care in atrial fibrillation and stroke : The potential impact of AI from prevention to rehabilitation
Ortega-Martorell, Sandra ^LU ; Olier, Ivan ; Ohlsson, Mattias ^LU and Lip, Gregory Y.H. (2025) In Trends in Cardiovascular Medicine 35(4). p.205-211
- Contribution to journal › Scientific review
Mark Enhancing the Prediction of Lymph Node Metastasis in Early Breast Cancer Using Deep Learning on Routine Full-Breast Mammograms
Zhang, Daqu ^LU ; Dihge, Looket ^LU ; Bendahl, Pär-Ola ^LU ; Arvidsson, Ida ^LU ; Dustler, Magnus ^LU ; Ellbrant, Julia ^LU ; Gulis, Kim ^LU ; Hjärtström, Malin ^LU ; Ohlsson, Mattias ^LU and Rejmer, Cornelia ^LU , et al. (2025) In Breast Cancer Research
- Working paper/Preprint › Preprint in preprint archive
Mark Time series anomaly detection in helpline call trends for early detection of COVID-19 spread across Sweden, 2020
Hashemi, Atiye Sadat ^LU ; Dietler, Dominik ^LU ; Fall, Tove ; Inghammar, Malin ^LU ; Johansson, Anders F ; Bonander, Carl ; Ohlsson, Mattias ^LU and Björk, Jonas ^LU (2025) In Scientific Reports 15(1).
- Contribution to journal › Article
Mark Trajectory-Ordered Objectives for Self-Supervised Representation Learning of Temporal Healthcare Data Using Transformers : Model Development and Evaluation Study
Amirahmadi, Ali ; Etminani, Farzaneh ; Björk, Jonas ^LU ; Melander, Olle ^LU and Ohlsson, Mattias ^LU (2025) In JMIR Medical Informatics 13.
- Contribution to journal › Article
Mark Adaptive noise-augmented attention for enhancing Transformer fine-tuning on longitudinal medical data
Amirahmadi, Ali ; Etminani, Farzaneh and Ohlsson, Mattias ^LU (2025) In Frontiers in Artificial Intelligence 8.
- Contribution to journal › Article
Mark Transfer learning for predicting acute myocardial infarction using electrocardiograms
Nyström, Axel ^LU ; Björkelund, Anders ^LU ; Ohlsson, Mattias ^LU ; Björk, Jonas ^LU ; Ekelund, Ulf ^LU and Lundager Forberg, Jakob ^LU (2025) In PLOS Digital Health 4(10). p.0001058-0001058
- Contribution to journal › Article
Mark Cycle Conditioning for Robust Representation Learning from Categorical Data
Tabejamaat, Mohsen ; Etminani, Farzaneh and Ohlsson, Mattias ^LU (2025) In Transactions on Machine Learning Research 2025-March. p.1-30
- Contribution to journal › Article

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