A comprehensive analysis of the current computational approaches employed for the diagnosis of five major neurological disorders, including Alzheimer’s disease, Parkinson’s disease, Epilepsy, Huntington’s disease, Huntington’s disease, and Amyotrophic Lateral Sclerosis is provided.
Early diagnosis of neurodegenerative diseases remains essential for improving patient management because pathological brain changes often precede clinical manifestations. This review evaluates the role of magnetic resonance imaging (MRI) in the early detection and characterization of Alzheimer's disease, Parkinson's di...
Niranjani Lakshana Venugopal, Varsha Jayant More, Mani Bharathi Omprakash· Clinical and Fundamental Med...· 0 citations
While these multimodal biomarkers offer unprecedented mechanistic insights into disease progression and therapeutic response, their ultimate value depends on successful clinical translation, it would be essential for the field to prioritize standardized acquisition protocols, automated post-processing pipelines, and ac...
E. Haacke, S. Buch, Naying He et al.· NeuroImage· 0 citations
Parkinson’s disease (PD) is an increasingly developing neurological disorder that affects both motor and non-motor functions, resulting in a reduction of quality of life. Early detection of PD is highly challenging, as the occurrence of noticeable symptoms happens only after considerable neurodegeneration. Similarly, c...
Anuradha Komati, B. T. Reddy· 2026 7th International Confe...· 0 citations
Analysis of the state-of-the-art on the use of Explainable Artificial Intelligence for the diagnosis of neurodegenerative diseases, focusing on AI models, explainability methods, datasets, validation methods, clinical applications, and implementation challenges showed that convolutional neural networks and hybrid deep...
Jasmine Chifurumnanya Nnabue, V. Nwaocha, Emmanuel Ejembi· Nature Journal of Emerging S...· 0 citations
Background: The eye provides a valuable window for the identification of neurological diseases, as pathological changes may involve both the retina and the optic nerve. Standard imaging of the retina and the optic nerve are non-invasive and are useful tools in investigating the integrity of the visual pathways. With po...
R. Iorga, Vlad-Constantin Donica, Ciprian Danielescu et al.· Medical Science· 0 citations
In the future, MRI is expected to achieve breakthroughs by combining artificial intelligence, developing new contrast agents, and upgrading hardware, further expanding its applications in the medical field.
Jun-Wen Chen, Xin-Yi Liu, Yanghongyu Qian et al.· 0 citations
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