A review of AutoML optimization techniques for medical image applications

MJ Ali, M Essaid, L Moalic, L Idoumghar - Computerized Medical Imaging …, 2024 - Elsevier
Automatic analysis of medical images using machine learning techniques has gained
significant importance over the years. A large number of approaches have been proposed …

Optimizing convolutional neural network segmentation tasks using evolutionary algorithms

M Mahdinejad - 2023 - researchrepository.ul.ie
Neuroevolution combines ideas from evolutionary algorithms and artificial neural networks
in order to construct intelligent systems. One of its key benefits is its ability to automatically …

Generalisability of U-Net models evolved using grammatical neuroevolution

M Mahdinejad, A Murphy - IET Conference Proceedings CP887, 2024 - IET
In deep learning, the performance of a model for different datasets depends heavily on its
architecture and choice of hyper-parameters. Choosing these appropriately is a difficult task …