Leevi Annala

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 9

Top Topics

Colorectal Cancer

Convolutional Neural Network

Top Venues

Publications

Fabi Prezja, Leevi Annala, Sampsa Kiiskinen, Timo Ojala
Exploring the Efficacy of Base Data Augmentation Methods in Deep Learning-Based Radiograph Classification of Knee Joint Osteoarthritis. Algorithms 17 (1) (2024)
Fabi Prezja, Leevi Annala, Sampsa Kiiskinen, Timo Ojala
Exploring the Efficacy of Base Data Augmentation Methods in Deep Learning-Based Radiograph Classification of Knee Joint Osteoarthritis. CoRR (2023)
Fabi Prezja, Leevi Annala, Sampsa Kiiskinen, Suvi Lahtinen, Timo Ojala, Pekka Ruusuvuori, Teijo Kuopio
Improving Performance in Colorectal Cancer Histology Decomposition using Deep and Ensemble Machine Learning. CoRR (2023)
Fabi Prezja, Leevi Annala, Sampsa Kiiskinen, Suvi Lahtinen, Timo Ojala
Adaptive Variance Thresholding: A Novel Approach to Improve Existing Deep Transfer Vision Models and Advance Automatic Knee-Joint Osteoarthritis Classification. CoRR (2023)
Fabi Prezja, Leevi Annala, Sampsa Kiiskinen, Suvi Lahtinen, Timo Ojala
Synthesizing Bidirectional Temporal States of Knee Osteoarthritis Radiographs with Cycle-Consistent Generative Adversarial Neural Networks. CoRR (2023)
Anna-Maria Raita-Hakola, Leevi Annala, Vivian Lindholm, Roberts Trops, Antti Näsilä, Heikki Saari, Annamari Ranki, Ilkka Pölönen
FPI Based Hyperspectral Imager for the Complex Surfaces - Calibration, Illumination and Applications. Sensors 22 (9) (2022)
Leevi Annala, Eija Honkavaara, Sakari Tuominen, Ilkka Pölönen
Chlorophyll Concentration Retrieval by Training Convolutional Neural Network for Stochastic Model of Leaf Optical Properties (SLOP) Inversion. Remote. Sens. 12 (2) (2020)
Leevi Annala, Noora Neittaanmäki, John Paoli, Oscar Zaar, Ilkka Pölönen
Generating Hyperspectral Skin Cancer Imagery using Generative Adversarial Neural Network. EMBC (2020)
Ilkka Pölönen, Leevi Annala, Samuli Rahkonen, Olli Nevalainen, Eija Honkavaara, Sakari Tuominen, Niko Viljanen, Teemu Hakala
Tree Species Identification Using 3D Spectral Data and 3D Convolutional Neural Network. WHISPERS (2018)