no code implementations • 16 Jan 2024 • Zahra Tabatabaei, Adrián Colomer, Javier Oliver Moll, Valery Naranjo
The Breast-twins model achieves 70% of the F1score at the top first, which exceeds the other state-of-the-art methods at a higher amount of K such as 5 and 400.
no code implementations • 19 May 2023 • Zahra Tabatabaei, Adrian colomer, Javier Oliver Moll, Valery Naranjo
UCBMIR outperformed previous studies, achieving a top 5 recall of 99% and 80% on BreaKHis and SICAPv2, respectively, using the first evaluation technique.
no code implementations • 5 May 2023 • Zahra Tabatabaei, Yuandou Wang, Adrián Colomer, Javier Oliver Moll, Zhiming Zhao, Valery Naranjo
The study shows that the FedCBMIR method increases the F1-Score (F1S) of each client to 98%, 96%, 94%, and 97% in the BreaKHis experiment with a generalized model of four magnifications and does so in 6. 30 hours less time than total local training.