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Towards a safe and efficient clinical implementation of machine learning in radiation oncology by exploring model interpretability, explainability and data-model dependency.
Barragán-Montero A, Bibal A, Dastarac MH, Draguet C, Valdés G, Nguyen D, Willems S, Vandewinckele L, Holmström M, Löfman F, Souris K, Sterpin E, Lee JA. Barragán-Montero A, et al. Among authors: holmstrom m. Phys Med Biol. 2022 May 27;67(11):10.1088/1361-6560/ac678a. doi: 10.1088/1361-6560/ac678a. Phys Med Biol. 2022. PMID: 35421855 Free PMC article. Review.
Artificial intelligence and machine learning for medical imaging: A technology review.
Barragán-Montero A, Javaid U, Valdés G, Nguyen D, Desbordes P, Macq B, Willems S, Vandewinckele L, Holmström M, Löfman F, Michiels S, Souris K, Sterpin E, Lee JA. Barragán-Montero A, et al. Among authors: holmstrom m. Phys Med. 2021 Mar;83:242-256. doi: 10.1016/j.ejmp.2021.04.016. Epub 2021 May 9. Phys Med. 2021. PMID: 33979715 Free PMC article. Review.
Myocardial T1 mapping by cardiac magnetic resonance imaging shows early myocardial changes in treatment-naive patients with active rheumatoid arthritis and positive autoantibodies.
Federico JA, Syväranta SA, Tuohinen SS, Holmström MM, Peltomaa RL, Koivuniemi RP, Kestilä MH, Kaasalainen TT, Peltonen JI, Leirisalo-Repo MTK, Kivistö SM, Vaara SM. Federico JA, et al. Among authors: holmstrom mm. Clin Exp Rheumatol. 2024 Feb 6. doi: 10.55563/clinexprheumatol/8p181d. Online ahead of print. Clin Exp Rheumatol. 2024. PMID: 38372717
Follow-up of intramyocardial bone marrow mononuclear cell transplantation beyond 10 years.
Mulari S, Kesävuori R, Stewart JA, Karjalainen P, Holmström M, Lehtinen M, Peltonen J, Laine M, Sinisalo J, Juvonen T, Kupari M, Harjula A, Pätilä T, Kivistö S, Kankuri E, Vento A; Helsinki BMMC Collaboration. Mulari S, et al. Among authors: holmstrom m. Sci Rep. 2024 Feb 14;14(1):3747. doi: 10.1038/s41598-024-53776-9. Sci Rep. 2024. PMID: 38355940 Free PMC article.
Author Correction: Elevated plasma complement factor H related 5 protein is associated with venous thromboembolism.
Iglesias MJ, Sanchez-Rivera L, Ibrahim-Kosta M, Naudin C, Munsch G, Goumidi L, Farm M, Smith PM, Thibord F, Kral-Pointner JB, Hong MG, Suchon P, Germain M, Schrottmaier W, Dusart P, Boland A, Kotol D, Edfors F, Koprulu M, Pietzner M, Langenberg C, Damrauer SM, Johnson AD, Klarin DM, Smith NL, Smadja DM, Holmström M, Magnusson M, Silveira A, Uhlén M, Renné T, Martinez-Perez A, Emmerich J, Deleuze JF, Antovic J, Soria Fernandez JM, Assinger A, Schwenk JM, Souto Andres JC, Morange PE, Butler LM, Trégouët DA, Odeberg J. Iglesias MJ, et al. Among authors: holmstrom m. Nat Commun. 2023 Nov 27;14(1):7752. doi: 10.1038/s41467-023-43764-4. Nat Commun. 2023. PMID: 38012230 Free PMC article. No abstract available.
327 results