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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.
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.
An Automatic Method for Assessing Spiking of Tibial Tubercles Associated with Knee Osteoarthritis.
Patron A, Annala L, Lainiala O, Paloneva J, Äyrämö S.
Patron A, et al. Among authors: annala l.
Diagnostics (Basel). 2022 Oct 27;12(11):2603. doi: 10.3390/diagnostics12112603.
Diagnostics (Basel). 2022.
PMID: 36359448
Free PMC article.
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FPI Based Hyperspectral Imager for the Complex Surfaces-Calibration, Illumination and Applications.
Raita-Hakola AM, Annala L, Lindholm V, Trops R, Näsilä A, Saari H, Ranki A, Pölönen I.
Raita-Hakola AM, et al. Among authors: annala l.
Sensors (Basel). 2022 Apr 29;22(9):3420. doi: 10.3390/s22093420.
Sensors (Basel). 2022.
PMID: 35591109
Free PMC article.
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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.
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Generating Hyperspectral Skin Cancer Imagery using Generative Adversarial Neural Network.
Annala L, Neittaanmaki N, Paoli J, Zaar O, Polonen I.
Annala L, et al.
Annu Int Conf IEEE Eng Med Biol Soc. 2020 Jul;2020:1600-1603. doi: 10.1109/EMBC44109.2020.9176292.
Annu Int Conf IEEE Eng Med Biol Soc. 2020.
PMID: 33018300
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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.
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