Leevi Annala

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

Vivian Lindholm, Anna‐Maria Raita‐Hakola, Leevi Annala et al. · Journal of Clinical Medicine · 2022 · 26 citations · Full text

Engineering, Biomedical Engineering, Dermatology +19

Tree Species Identification Using 3D Spectral Data and 3D Convolutional Neural Network

Ilkka Pölönen, Leevi Annala, Samuli Rahkonen et al. · 2018 · 25 citations

Convolutional Neural Network, Precision Agriculture, Engineering +19

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

Mari Salmivuori, M Grönroos, Taneli Tani et al. · Journal of the European Academy of Dermatology and Venereology · 2020 · 24 citations · Full text

Convolutional neural networks in skin cancer detection using spatial and spectral domain

Ilkka Pölönen, Samuli Rahkonen, Leevi Annala et al. · 2019 · 23 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +23

Chlorophyll Concentration Retrieval by Training Convolutional Neural Network for Stochastic Model of Leaf Optical Properties (SLOP) Inversion

Leevi Annala, Eija Honkavaara, Sakari Tuominen et al. · Remote Sensing · 2020 · 22 citations · Full text

Plant Analysis, Precision Agriculture, Environmental Monitoring +23