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Discriminating basal cell carcinoma and Bowen's disease from benign skin lesions with a 3D hyperspectral imaging system and convolutional neural networks.
Lindholm V, Annala L, Koskenmies S, Pitkänen S, Isoherranen K, Järvinen A, Jeskanen L, Pölönen I, Ranki A, Raita-Hakola AM, Salmivuori M. Lindholm V, et al. Among authors: annala l. Skin Res Technol. 2024 Apr;30(4):e13677. doi: 10.1111/srt.13677. Skin Res Technol. 2024. PMID: 38558486 Free PMC article. No abstract available.
Differentiating Malignant from Benign Pigmented or Non-Pigmented Skin Tumours-A Pilot Study on 3D Hyperspectral Imaging of Complex Skin Surfaces and Convolutional Neural Networks.
Lindholm V, Raita-Hakola AM, Annala L, Salmivuori M, Jeskanen L, Saari H, Koskenmies S, Pitkänen S, Pölönen I, Isoherranen K, Ranki A. Lindholm V, et al. Among authors: annala l. J Clin Med. 2022 Mar 30;11(7):1914. doi: 10.3390/jcm11071914. J Clin Med. 2022. PMID: 35407522 Free PMC article.
Hexyl aminolevulinate, 5-aminolevulinic acid nanoemulsion and methyl aminolevulinate in photodynamic therapy of non-aggressive basal cell carcinomas: A non-sponsored, randomized, prospective and double-blinded trial.
Salmivuori M, Grönroos M, Tani T, Pölönen I, Räsänen J, Annala L, Snellman E, Neittaanmäki N. Salmivuori M, et al. Among authors: annala l. J Eur Acad Dermatol Venereol. 2020 Dec;34(12):2781-2788. doi: 10.1111/jdv.16357. Epub 2020 Jul 27. J Eur Acad Dermatol Venereol. 2020. PMID: 32196772 Clinical Trial.