Artificial intelligence in medicineHumansMagnetic Resonance ImagingDeep LearningNeuroimagingImaging
An explainable three dimensional framework to uncover learning patterns: A unified look in variable sulci recognition.
Michail Mamalakis, Héloïse de Vareilles, Atheer Al-Manea, Samantha C Mitchell, Ingrid Agartz, Lynn Egeland Mørch-Johnsen, Jane Garrison, Jon Simons, Pietro Lio, John Suckling, Graham K Murray
Published: 202610.1016/j.artmed.2025.103286
Abstract
The significant features identified in a representative subset of the dataset during the learning process of an artificial intelligence model are referred to as a 'global' explanation. Three-dimensional (3D) global explanations are crucial in neuroim…
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