Fredrik Andreas Dahl

Unsupervised Domain Adaptation for Breast Cancer Detection in a Multi-Scanner Environment: A Case-Study from Norway Lecture Notes in Computer Science (LNCS), vol. 15734, pp. 355 364 , (ISSN 0302-9743 1611-3349 ), doi: https://doi.org/10.1007/978-3-031-95838-0_35 , 2025. Vitenskapelig artikkel

Modelling Uncertainty in Graph Convolutional Networks for Edge Detection in Mammograms Lecture Notes in Computer Science (LNCS), vol. 15917, pp. 261 275 , (ISSN 0302-9743 1611-3349 ), doi: https://doi.org/10.1007/978-3-031-98691-8_19 , 2025. Vitenskapelig artikkel

Self-guided SwinTransformer Improves Breast Cancer Detection Through Iterative Attention-Based Zooming Lecture Notes in Computer Science (LNCS), vol. 15917, pp. 31 42 , (ISSN 0302-9743 1611-3349 ), doi: https://doi.org/10.1007/978-3-031-98691-8_3 , 2025. Vitenskapelig artikkel

Inspection and Monitoring of Railway using Deep Learning doi: https://doi.org/https://www.visual-intelligence.no/event/vi-seminar-84-inspection-and-monitoring-of-railway-using-deep-learning , 2025. Faglig foredrag

Performance of Two Deep Learning–based AI Models for Breast Cancer Detection and Localization on Screening Mammograms from BreastScreen Norway Radiology: Artificial Intelligence (RAI), vol. 7, (ISSN 2638-6100 ), doi: https://doi.org/10.1148/ryai.240039 , 2025. Vitenskapelig artikkel

Unsupervised domain adaptation for breast cancer detection in a multi-scanner environment: A case-study from Norway , 2025. Vitenskapelig foredrag

Uncertainties of Satellite-based Essential Climate Variables from Deep Learning arXiv, doi: https://doi.org/10.48550/ARXIV.2412.17506 , 2024. Vitenskapelig oversiktsartikkel/review

En to-trinns kunstig intelligens modell for deteksjon av brystkreft i mammogrammer 2024. Faglig foredrag

Exploring Concept-Based Explainability in Breast Cancer Classification 2024. Rapport

Bildevurdering og bruk av kunstig intelligens 2024. Faglig foredrag

Training GCN on breast positioning using partially annotated mammograms 2023. Vitenskapelig foredrag

Helse-effektivisering - et mulig satsningsområde for NR 2023. Rapport

A two-stage mammography classification model using explainable-AI for ROI detection Nordic Machine Intelligence (NMI), vol. 3, (ISSN 2703-9196 ), doi: https://doi.org/10.5617/nmi.10459 , 2023. Vitenskapelig artikkel

Sjakkjuks 2023. Rapport

Utilizing earlier images in mammography cancer detection 2023. Poster

Training GCN on breast positioning using partially annotated mammograms 2023. Poster

Using stochastic simulation modelling to study occupancy levels of decentralised admission avoidance units in Norway Health Systems, vol. 12, pp. 317 331 , (ISSN 2047-6965 2047-6973 ), doi: https://doi.org/10.1080/20476965.2023.2174453 , 2023. Vitenskapelig artikkel

The FLIPPED STEP study: A randomized controlled trial of flipped vs. traditional classroom teaching in a university-level statistics and epidemiology course International Journal of Educational Research Open, vol. 3, (ISSN 2666-3740 ), doi: https://doi.org/10.1016/j.ijedro.2022.100197 , 2022. Vitenskapelig artikkel

Prediction of occult atrial fibrillation in patients after cryptogenic stroke and transient ischaemic attack: PROACTIA Europace, vol. 24, pp. 1881 1888 , (ISSN 1099-5129 1532-2092 ), doi: https://doi.org/10.1093/europace/euac092 , 2022. Vitenskapelig artikkel

Analyzing breast positioning in mammograms with graph convolutional networks 2022. Vitenskapelig foredrag

A two-stage mammography classification model using XAI for ROI detection 2022. Poster

A mammography classification model trained from image labels only Proceedings of the Northern Lights Deep Learning Workshop, (ISSN 2703-6928 ), doi: https://doi.org/10.7557/18.6244 , 2022. Vitenskapelig artikkel

Machine learning for screening mammography 2022. Rapport

Procedures for mammographic screening with machine learning 2022. Rapport

Stroke unit demand in Norway – present and future estimates BMC Health Services Research, vol. 22, (ISSN 1472-6963 ), doi: https://doi.org/10.1186/s12913-021-07385-1 , 2022. Vitenskapelig artikkel

Explainability and uncertainty for classification of mammograms 2022. Poster

A mammography classification model trained from image labels only 2022. Poster

Classification of Syncope Cases in Norwegian Medical Records pp. 79 84 , doi: https://doi.org/10.18653/v1/2020.clinicalnlp-1.9 , 2020. Vitenskapelig Kapittel/Artikkel/Konferanseartikkel