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Article
Herzog, Nitsa and Magoulas, George (2022) Convolutional neural networks-based framework for early identification of dementia using MRI of brain asymmetry. International Journal of Neural Systems 32 (12), ISSN 1793-6462.
Herzog, Nitsa J. and Magoulas, George D. (2021) Brain asymmetry detection and machine learning classification for diagnosis of early Dementia. Sensors 21 (3), ISSN 1424-8220.
Book Section
Herzog, Nitsa and Magoulas, George (2022) Transfer learning and magnetic resonance imaging techniques for the deep neural network-based diagnosis of early cognitive decline and dementia. In: Chicco, D. and Facchiano, A. and Mutarelli, M. (eds.) Computational Intelligence Methods for Bioinformatics and Biostatistics: 17th International Meeting, CIBB 2021, Virtual Event, November 15–17, 2021, Revised Selected Papers. Lecture Notes in Computer Science. Springer, pp. 53-66. ISBN 9783031208379.
Conference or Workshop Item
Herzog, Nitsa and Magoulas, George (2022) Deep transfer learning for DTI- and MRI- based early diagnosis of cognitive decline and dementia. In: 17th International Conference on Computational Intelligence Methods for Bioinformatics and Biostatistics-CIBB 2021, 15-17 Nov 2021, Online.
Herzog, Nitsa and Magoulas, George (2021) Deep learning of brain asymmetry images and transfer learning for early diagnosis of dementia. In: 22nd International Conference on Engineering Applications of Neural Networks, 25-27 June 2021, Crete, Greece (online).