IEEE transactions on computational biology and bioinformatics
Transfer Learning for Improving Neuroimaging-Based Diagnostic Classification.
Gopikrishna Deshpande, Bonian Lu, Nguyen Huynh, D Rangaprakash
Published: 202510.1109/TCBBIO.2025.3647485
Abstract
Overfitting, an issue that constrains the validity and generalizability of machine learning in neuroimaging-based diagnostic-classification, is in part due to small sample sizes in relation to what is required for generalization. Even with data aggre…
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