2 papers
cs.CV2025
Medical Image Classification on Imbalanced Data Using ProGAN and SMA-Optimized ResNet: Application to COVID-19
Sina Jahromi, Farshid Hajati, Alireza Rezaee +1
The challenge of imbalanced data is prominent in medical image classification. This challenge arises when there is a significant disparity in the number of images belonging to a pa…
cs.LG2024
Meta-learning in healthcare: A survey
Alireza Rafiei, Ronald Moore, Sina Jahromi +2
As a subset of machine learning, meta-learning, or learning to learn, aims at improving the model's capabilities by employing prior knowledge and experience. A meta-learning paradi…