Science, Space and Technology News 2024
A new study highlights the crucial role of brain networks in Alzheimer’s disease research, offering insights into methodologies and future challenges. It emphasizes the need for advancements in data integration and model interpretability to enhance research and clinical practices, with optimism for overcoming AD through current technological advancements.
The accumulation of these pathological proteins in specific brain regions, followed by their dissemination throughout the broader brain network, leads to disruptions in both individual brain regions and their interconnections. Consequently, brain networks play a pivotal role in the development and progression of AD.
The review sheds light on the rich spectrum of graph-based methods employed in AD investigations, classifying them into traditional graph theory-based approaches and cutting-edge deep graph neural network-based techniques. These methodologies have significantly enriched our understanding of AD by unveiling intricate patterns within brain networks. Consequently, they have opened doors to pioneering diagnostic tools, predictive models, and the identification of potential biomarkers.
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