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Leevi Annala

No active affiliation

Previous, inactive or other affiliations

Faculty of Information Technology (University of Jyväskylä), Visiting Researcher, Ended

Fields of science

113 Computer and information sciences (Natural sciences)

Follow-up groups

Computational Science (Faculty of Information Technology IT) LASK

Publications and other outputs

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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 (2024) Lindholm, Vivian; et al.; B1; OA
An Automatic Method for Assessing Spiking of Tibial Tubercles Associated with Knee Osteoarthritis (2022) Patron, Anri; et al.; A1; OA;
Differentiating Malignant from Benign for Melanocytic and Non-melanocytic Skin Tumors : A Pilot Study on Hyperspectral Imaging and Convolutional Neural Networks (2022) Lindholm, Vivian; et al.; O1; OA
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 (2022) Lindholm, Vivian; et al.; A1; OA
Discriminating Basal Cell Carcinoma and Bowen’s Disease with Novel Hyperspectral Imaging System and Convolutional Neural Networks (2022) Salmivuori, Mari; et al.; O1; OA
FPI Based Hyperspectral Imager for the Complex Surfaces : Calibration, Illumination and Applications (2022) Raita-Hakola, Anna-Maria; et al.; A1; OA
Kubelka-Munk Model and Stochastic Model Comparison in Skin Physical Parameter Retrieval (2022) Annala, Leevi; et al.; A3; 978-3-030-70787-3
Chlorophyll Concentration Retrieval by Training Convolutional Neural Network for Stochastic Model of Leaf Optical Properties (SLOP) Inversion (2020) Annala, Leevi; et al.; A1; OA
Comparison of Machine Learning Methods in Stochastic Skin Optical Model Inversion (2020) Annala, Leevi; et al.; A1; OA
Convolutional neural networks and stochastic modelling in hyperspectral data analysis (2020) Annala, Leevi; G5; OA; 978-951-39-8453-3
Generating Hyperspectral Skin Cancer Imagery using Generative Adversarial Neural Network (2020) Annala, Leevi; et al.; A4; OA; 978-1-7281-1990-8
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 (2020) Salmivuori, M.; et al.; A1; OA
Minimal learning machine in anomaly detection from hyperspectral images (2020) Pölönen, Ilkka; et al.; A4; OA
Convolutional neural networks in skin cancer detection using spatial and spectral domain (2019) Pölönen, Ilkka; et al.; A4; OA
Miniature MOEMS hyperspectral imager with versatile analysis tools (2019) Trops, Roberts; et al.; A4; OA