Mattias Ohlsson

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2025
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 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 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 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 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 Stand-alone transcriptional immune response prediction in primary triple-negative breast cancer
Roostee, Suze ^LU ; Killander, Fredrika ^LU ; Saghir, Hani ^LU ; Nacer, Deborah F ^LU ; Häkkinen, Jari ^LU ; Sasiain, Iñaki ^LU ; Veerla, Srinivas ^LU ; Vallon-Christersson, Johan ^LU ; Loman, Niklas ^LU and Ohlsson, Mattias ^LU , et al. (2025) In Cancer Research Communications 5(12). p.2157-2174
- 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
2024
Mark Prior electrocardiograms not useful for machine learning predictions of major adverse cardiac events in emergency department chest pain patients
Nyström, Axel ^LU ; Olsson de Capretz, Pontus ^LU ; Björkelund, Anders ^LU ; Lundager Forberg, Jakob ^LU ; Ohlsson, Mattias ^LU ; Björk, Jonas ^LU and Ekelund, Ulf ^LU (2024) In Journal of Electrocardiology 82. p.42-51
- Contribution to journal › Article
Mark The Concordance Index decomposition : A measure for a deeper understanding of survival prediction models
Alabdallah, Abdallah ; Ohlsson, Mattias ^LU ; Pashami, Sepideh and Rögnvaldsson, Thorsteinn (2024) In Artificial Intelligence in Medicine 148.
- Contribution to journal › Article
Mark The skåne emergency medicine (SEM) cohort
Ekelund, Ulf ^LU ; Ohlsson, Bodil ^LU ; Melander, Olle ^LU ; Björk, Jonas ^LU ; Ohlsson, Mattias ^LU ; Forberg, Jakob Lundager ^LU ; de Capretz, Pontus Olsson ^LU ; Nyström, Axel ^LU and Björkelund, Anders ^LU (2024) In Scandinavian Journal of Trauma, Resuscitation and Emergency Medicine 32. p.1-8
- Contribution to journal › Article

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