Tree Species Identification Using 3D Spectral Data and 3D Convolutional Neural Network. - Ilkka Pölönen; Leevi Annala; Samuli Rahkonen; Olli Nevalainen; Eija Honkavaara; Sakari Tuominen; Niko Viljanen; Teemu Hakala (WHISPERS, 2018)

Generating Hyperspectral Skin Cancer Imagery using Generative Adversarial Neural Network. - Leevi Annala; Noora Neittaanmäki; John Paoli; Oscar Zaar; Ilkka Pölönen (EMBC, 2020)

Chlorophyll Concentration Retrieval by Training Convolutional Neural Network for Stochastic Model of Leaf Optical Properties (SLOP) Inversion. - Leevi Annala; Eija Honkavaara; Sakari Tuominen; Ilkka Pölönen (Remote. Sens., 2020)

FPI Based Hyperspectral Imager for the Complex Surfaces - Calibration, Illumination and Applications. - Anna-Maria Raita-Hakola; Leevi Annala; Vivian Lindholm; Roberts Trops; Antti Näsilä; Heikki Saari; Annamari Ranki; Ilkka Pölönen (Sensors, 2022)

Improving Performance in Colorectal Cancer Histology Decomposition using Deep and Ensemble Machine Learning. - Fabi Prezja; Leevi Annala; Sampsa Kiiskinen; Suvi Lahtinen; Timo Ojala; Pekka Ruusuvuori; Teijo Kuopio (CoRR, 2023)

Synthesizing Bidirectional Temporal States of Knee Osteoarthritis Radiographs with Cycle-Consistent Generative Adversarial Neural Networks. - Fabi Prezja; Leevi Annala; Sampsa Kiiskinen; Suvi Lahtinen; Timo Ojala (CoRR, 2023)

Adaptive Variance Thresholding: A Novel Approach to Improve Existing Deep Transfer Vision Models and Advance Automatic Knee-Joint Osteoarthritis Classification. - Fabi Prezja; Leevi Annala; Sampsa Kiiskinen; Suvi Lahtinen; Timo Ojala (CoRR, 2023)

Exploring the Efficacy of Base Data Augmentation Methods in Deep Learning-Based Radiograph Classification of Knee Joint Osteoarthritis. - Fabi Prezja; Leevi Annala; Sampsa Kiiskinen; Timo Ojala (Algorithms, 2024)

Generating synthetic past and future states of Knee Osteoarthritis radiographs using Cycle-Consistent Generative Adversarial Neural Networks. - Fabi Prezja; Leevi Annala; Sampsa Kiiskinen; Suvi Lahtinen; Timo Ojala; Paavo Nieminen (Comput. Biol. Medicine, 2025)