Publications in International peer-reviewed Journals
- Pezoulas VC, Kourou KD, Papaloukas C, Triantafyllia V, Lampropoulou V, Siouti E, Papadaki M, Salagianni M, Koukaki E, Rovina N, Koutsoukou A, Andreakos E, and Fotiadis DI. A Multimodal Approach for the Risk Prediction of Intensive Care and Mortality in Patients with COVID-19. Diagnostics. 2022; 12(1):56. DOI: https://doi.org/10.3390/
diagnostics12010056 - Pezoulas VC, Kalatzis F, Exarchos TP, Goules A, Tzioufas AG, and Fotiadis DI. FHBF: Federated hybrid boosted forests with dropout rates for supervised learning tasks across highly imbalanced clinical datasets. Accepted for publication (under production) in the Patterns Cell Press journal, 2023
- Konstantakopoulos F, Georga E, and Fotiadis DI. A novel approach to estimate the weight of food items based on features extracted from an image using boosting algorithms. Under review in the Scientific Reports journal, 2023
- Zaridis DI, Mylona E, Tsiknakis N, Tachos NS, Matsopoulos GK, and Fotiadis DI. ProLesA-Net: A multi-channel 3D architecture for Prostate MR lesion segmentation with multi-scale Channel and Spatial attentions. Under review in the Patterns Cell Press journal, 2023
