{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,29]],"date-time":"2025-11-29T07:21:06Z","timestamp":1764400866642,"version":"3.46.0"},"reference-count":0,"publisher":"Bentham Science Publishers Ltd.","content-domain":{"domain":["eurekaselect.com"],"crossmark-restriction":true},"short-container-title":["CMIR"],"published-print":{"date-parts":[[2025,11,21]]},"abstract":"<jats:sec>\n                    <jats:title>Abstract:<\/jats:title>\n                    <jats:p>The rapid advancement of computational technologies has significantly transformed medical diagnostics, particularly in the realm of\nneurological disorders. This review provides a comprehensive analysis of the current computational approaches employed for the diagnosis of five\nmajor neurological disorders: Alzheimer\u2019s disease, Parkinson\u2019s disease, Epilepsy, Huntington\u2019s disease, and Amyotrophic Lateral Sclerosis. By\nevaluating 140 peer-reviewed studies, we explored a diverse array of diagnostic methods, including machine learning algorithms, neuroimaging\ntechniques, and electrophysiological signal analysis. Our review highlights the efficacy, accuracy, and limitations of these diagnostic methods,\nemphasizing their role in early detection and differential diagnosis. Furthermore, we discuss the integration of multimodal data and the potential of\nemerging technologies such as deep learning and artificial intelligence to enhance diagnostic practices. We also address the current challenges in\nclinical implementation and propose future research directions to improve diagnostic precision and patient outcomes. This review aims to serve as\na valuable resource for researchers, clinicians, and stakeholders in the field of neurodiagnostics, fostering a deeper understanding of computational\nmethodologies that shape the future of neurological disorder diagnosis.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.2174\/0115734056404224251026110800","type":"journal-article","created":{"date-parts":[[2025,11,24]],"date-time":"2025-11-24T07:13:47Z","timestamp":1763968427000},"update-policy":"https:\/\/doi.org\/10.2174\/bsp_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Computational Approaches to Neurological Disorder Diagnosis: An In-Depth\nReview of Current Methods and Future Prospects"],"prefix":"10.2174","volume":"21","author":[{"ORCID":"https:\/\/orcid.org\/0009-0000-7486-1020","authenticated-orcid":true,"given":"Kabita","family":"Patel","sequence":"first","affiliation":[{"name":"Department of CSE, SUIIT, Sambalpur University, Jyoti Vihar, Burla, Sambalpur, India"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0003-9548-4027","authenticated-orcid":true,"given":"T.","family":"Sarathamani","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering-AI, Brainware University, Kolkata, India"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3155-5653","authenticated-orcid":true,"given":"Kavitha","family":"Kothandasamy","sequence":"additional","affiliation":[{"name":"School of Computing, Department of AI and ML, Mohan Babu University, Tirupati, AP, India"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3477-6715","authenticated-orcid":true,"given":"Prabira Kumar","family":"Sethy","sequence":"additional","affiliation":[{"name":"Department of Electronics, Sambalpur University, Burla, Odisha, Sambalpur, India"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4857-7821","authenticated-orcid":true,"given":"Santi Kumari","family":"Behera","sequence":"additional","affiliation":[{"name":"Department of CSE, VSSUT Burla, Odisha, Sambalpur, India"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1618-6001","authenticated-orcid":true,"given":"Aziz","family":"Nanthaamornphong","sequence":"additional","affiliation":[{"name":"College of Computing, Prince of Songkla University, Phuket, Thailand"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"965","container-title":["Current Medical Imaging Formerly Current Medical Imaging Reviews"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.eurekaselect.com\/article\/download?doi=10.2174\/0115734056404224251026110800","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/www.eurekaselect.com\/247807\/article","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/www.eurekaselect.com\/article\/download?doi=10.2174\/0115734056404224251026110800","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,11,29]],"date-time":"2025-11-29T07:16:45Z","timestamp":1764400605000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.eurekaselect.com\/247807\/article"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,11,21]]},"references-count":0,"alternative-id":["LiveAll1"],"URL":"https:\/\/doi.org\/10.2174\/0115734056404224251026110800","relation":{},"ISSN":["1573-4056"],"issn-type":[{"type":"print","value":"1573-4056"}],"subject":[],"published":{"date-parts":[[2025,11,21]]},"assertion":[{"value":"Peer Reviewed","order":0,"name":"review_status","label":"Review Status","group":{"name":"peer_review_details","label":"Peer Review Details"}},{"value":"Double blind","order":1,"name":"review_process","label":"Review Process","group":{"name":"peer_review_details","label":"Peer Review Details"}},{"value":"Checked with iThenticate","order":0,"name":"screening_status","label":"Screening Status","group":{"name":"plagiarism_screening","label":"Plagiarism Screening"}},{"value":"2025-05-01","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2025-09-26","order":1,"name":"revised","label":"Revised","group":{"name":"publication_history","label":"Publication History"}},{"value":"2025-10-01","order":2,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2025-11-21","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}