Robust Cross-vendor Mammographic Texture Models Using Augmentation-based Domain Adaptation for Long-term Breast Cancer Risk

Autor: Lauritzen, Andreas D., von Euler-Chelpin, My Catarina, Lynge, Elsebeth, Vejborg, Ilse, Nielsen, Mads, Karssemeijer, Nico, Lillholm, Martin

Purpose: Risk-stratified breast cancer screening might improve early detection and efficiency without comprising quality. However, modern mammography-based risk models do not ensure adaptation across vendor-domains and rely on cancer precursors, asso

Externí odkaz: http://arxiv.org/abs/2212.13439

Sex differences in independence in activities of daily living early in stroke rehabilitation.

Autor: Liljehult, Monique Mesot¹ (AUTHOR) monique.mesot.liljehult@regionh.dk, von Euler‐Chelpin, My Catarina² (AUTHOR), Christensen, Thomas^1,3 (AUTHOR), Buus, Lise¹ (AUTHOR), Stokholm, Jannik^1,3 (AUTHOR), Rosthøj, Susanne⁴ (AUTHOR)

Publikováno v: Brain & Behavior. Aug2021, Vol. 11 Issue 8, p1-10. 10p.

Robust Cross-vendor Mammographic Texture Models Using Augmentation-based Domain Adaptation for Long-term Breast Cancer Risk

Autor: Lauritzen, Andreas, von Euler-Chelpin, My Catarina, Lynge, Elsebeth, Vejborg, Ilse Merete Munk, Nielsen, Mads, Karssemeijer, Nico, Lillholm, Martin

Publikováno v: Lauritzen, A, von Euler-Chelpin, M C, Lynge, E, Vejborg, I M M, Nielsen, M, Karssemeijer, N & Lillholm, M 2022 ' Robust Cross-vendor Mammographic Texture Models Using Augmentation-based Domain Adaptation for Long-term Breast Cancer Risk ' arXiv.org . < https://arxiv.org/abs/2212.13439 >

Purpose: Risk-stratified breast cancer screening might improve early detection and efficiency without comprising quality. However, modern mammography-based risk models do not ensure adaptation across vendor-domains and rely on cancer precursors, asso

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=od______2751::534b75f738840807b621c2e43903089c
https://curis.ku.dk/portal/da/publications/robust-crossvendor-mammographic-texture-models-using-augmentationbased-domain-adaptation-for-longterm-breast-cancer-risk(0bb8ec67-3428-483e-9a0e-f643a04f0c93).html

Robust cross-vendor mammographic texture models using augmentation-based domain adaptation for long-term breast cancer risk.

Autor: Lauritzen, Andreas D., von Euler-Chelpin, My Catarina, Lynge, Elsebeth, Vejborg, Ilse, Nielsen, Mads, Karssemeijer, Nico, Lillholm, Martin

Publikováno v: Journal of Medical Imaging; Sep/Oct2023, Vol. 10 Issue 5, p54003-54003, 1p