{"id":"https://openalex.org/W4407832901","doi":"https://doi.org/10.3233/978-1-61499-830-3-1249","title":"A Deep Learning Approach to Neuroanatomical Characterisation of Alzheimer's Disease","display_name":"A Deep Learning Approach to Neuroanatomical Characterisation of Alzheimer's Disease","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W4407832901","doi":"https://doi.org/10.3233/978-1-61499-830-3-1249"},"language":"en","primary_location":{"id":"doi:10.3233/978-1-61499-830-3-1249","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-830-3-1249","pdf_url":null,"source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5002130310","display_name":"Anisetty Suresh Kumar","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ambastha Abhinit Kumar","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116373416","display_name":"Leong Tze-Yun","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Leong Tze-Yun","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5027708851","display_name":"The Alzheimer\u2032s Disease Neuroimaging Initiative","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"The Alzheimer's Disease Neuroimaging Initiative","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.44968905,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.7967000007629395,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.7967000007629395,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.7822999954223633,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.48197048902511597},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.44791707396507263},{"id":"https://openalex.org/keywords/alzheimers-disease","display_name":"Alzheimer's disease","score":0.4326792061328888},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.41394534707069397},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.40779349207878113},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37275269627571106},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3721793591976166},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.30657753348350525},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.30628809332847595},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.16874629259109497}],"concepts":[{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.48197048902511597},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44791707396507263},{"id":"https://openalex.org/C502032728","wikidata":"https://www.wikidata.org/wiki/Q11081","display_name":"Alzheimer's disease","level":3,"score":0.4326792061328888},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.41394534707069397},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.40779349207878113},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37275269627571106},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3721793591976166},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.30657753348350525},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.30628809332847595},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.16874629259109497}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/978-1-61499-830-3-1249","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-830-3-1249","pdf_url":null,"source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4375867731","https://openalex.org/W2611989081","https://openalex.org/W2731899572","https://openalex.org/W4230611425","https://openalex.org/W4294635752","https://openalex.org/W4304166257","https://openalex.org/W4383066092","https://openalex.org/W3215138031","https://openalex.org/W2804383999","https://openalex.org/W2802049774"],"abstract_inverted_index":{"Alzheimer's":[0],"disease":[1],"(AD)":[2],"is":[3],"a":[4,17,66,77],"neurological":[5],"degenerative":[6],"disorder":[7],"that":[8,46],"leads":[9],"to":[10,20,38],"progressive":[11],"mental":[12],"deterioration.":[13],"This":[14],"work":[15],"introduces":[16],"computational":[18],"approach":[19],"improve":[21],"our":[22],"understanding":[23,54],"of":[24,27,55,69],"the":[25,60],"progression":[26],"AD.":[28],"We":[29],"use":[30],"ensemble":[31],"learning":[32],"methods":[33],"and":[34],"deep":[35],"neural":[36],"networks":[37],"identify":[39],"salient":[40],"structural":[41],"correlations":[42],"among":[43],"brain":[44],"regions":[45],"degenerate":[47],"together":[48],"in":[49,59],"AD;":[50],"this":[51],"provides":[52],"an":[53],"how":[56],"AD":[57,72],"progresses":[58],"brain.":[61],"The":[62],"proposed":[63],"technique":[64],"has":[65],"classification":[67],"accuracy":[68],"81.79%":[70],"for":[71],"against":[73],"healthy":[74],"subjects":[75],"using":[76],"single":[78],"modality":[79],"imaging":[80],"dataset.":[81]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
