Fabi Prezja

DeepFake knee osteoarthritis X-rays from generative adversarial neural networks deceive medical experts and offer augmentation potential to automatic classification

Fabi Prezja, Juha Paloneva, Ilkka Pölönen et al. · Scientific Reports · 2022 · 59 citations · Full text

Improving performance in colorectal cancer histology decomposition using deep and ensemble machine learning

Fabi Prezja, Leevi Annala, Sampsa Kiiskinen et al. · Heliyon · 2024 · 18 citations · Full text

Improved accuracy in colorectal cancer tissue decomposition through refinement of established deep learning solutions

Fabi Prezja, Sami Äyrämö, Ilkka Pölönen et al. · Scientific Reports · 2023 · 15 citations · Full text

H&E Multi-Laboratory Staining Variance Exploration with Machine Learning

Fabi Prezja, Ilkka Pölönen, Sami Äyrämö et al. · Applied Sciences · 2022 · 12 citations · Full text

Exploring the Efficacy of Base Data Augmentation Methods in Deep Learning-Based Radiograph Classification of Knee Joint Osteoarthritis

Fabi Prezja, Leevi Annala, Sampsa Kiiskinen et al. · Algorithms · 2023 · 11 citations · Full text