AUTHOR=Raza Muhammad Liaquat , Hassan Syed Tawassul , Jamil Subia , Hyder Noorulain , Batool Kinza , Walji Sajidah , Abbas Muhammad Khizar TITLE=Advancements in deep learning for early diagnosis of Alzheimer’s disease using multimodal neuroimaging: challenges and future directions JOURNAL=Frontiers in Neuroinformatics VOLUME=Volume 19 - 2025 YEAR=2025 URL=https://www.frontiersin.org/journals/neuroinformatics/articles/10.3389/fninf.2025.1557177 DOI=10.3389/fninf.2025.1557177 ISSN=1662-5196