{"id":"https://openalex.org/W4391408854","doi":"https://doi.org/10.1145/3627631.3627632","title":"ADDMDNet: A Slice Ranking based Approach for Alzheimer\u2019s Disease Detection from Multi-modal Data","display_name":"ADDMDNet: A Slice Ranking based Approach for Alzheimer\u2019s Disease Detection from Multi-modal Data","publication_year":2023,"publication_date":"2023-12-15","ids":{"openalex":"https://openalex.org/W4391408854","doi":"https://doi.org/10.1145/3627631.3627632"},"language":"en","primary_location":{"id":"doi:10.1145/3627631.3627632","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3627631.3627632","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Fourteenth Indian Conference on Computer Vision, Graphics and Image Processing","raw_type":"proceedings-article"},"type":"article","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/A5048050918","display_name":"Shijin Knox G U","orcid":"https://orcid.org/0000-0002-0375-7223"},"institutions":[{"id":"https://openalex.org/I3129367976","display_name":"A P J Abdul Kalam Technological University","ror":"https://ror.org/04yn30r61","country_code":"IN","type":"education","lineage":["https://openalex.org/I3129367976"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Shijin Knox G U","raw_affiliation_strings":["CET, IN and APJ Abdul Kalam Technological University, India"],"affiliations":[{"raw_affiliation_string":"CET, IN and APJ Abdul Kalam Technological University, India","institution_ids":["https://openalex.org/I3129367976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022033905","display_name":"Anurenjan Purushothaman","orcid":"https://orcid.org/0000-0001-6779-4122"},"institutions":[{"id":"https://openalex.org/I3129367976","display_name":"A P J Abdul Kalam Technological University","ror":"https://ror.org/04yn30r61","country_code":"IN","type":"education","lineage":["https://openalex.org/I3129367976"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Anurenjan Purushothaman","raw_affiliation_strings":["College of Engineering, Trivandrum, IN and APJ Abdul Kalam Technological University, India"],"affiliations":[{"raw_affiliation_string":"College of Engineering, Trivandrum, IN and APJ Abdul Kalam Technological University, India","institution_ids":["https://openalex.org/I3129367976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052193739","display_name":"R. Pradeep","orcid":null},"institutions":[{"id":"https://openalex.org/I3129367976","display_name":"A P J Abdul Kalam Technological University","ror":"https://ror.org/04yn30r61","country_code":"IN","type":"education","lineage":["https://openalex.org/I3129367976"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Pradeep R","raw_affiliation_strings":["CET, IN and APJ Abdul Kalam Technological University, India"],"affiliations":[{"raw_affiliation_string":"CET, IN and APJ Abdul Kalam Technological University, India","institution_ids":["https://openalex.org/I3129367976"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009387711","display_name":"K. G. Sreeni","orcid":null},"institutions":[{"id":"https://openalex.org/I3129367976","display_name":"A P J Abdul Kalam Technological University","ror":"https://ror.org/04yn30r61","country_code":"IN","type":"education","lineage":["https://openalex.org/I3129367976"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sreeni K G","raw_affiliation_strings":["RAJIV GANDHI INSTITUTE OF TECHNOLOGY, GEC, PAMPADY, KOTTAYAM, IN and APJ Abdul Kalam Technological University, India"],"affiliations":[{"raw_affiliation_string":"RAJIV GANDHI INSTITUTE OF TECHNOLOGY, GEC, PAMPADY, KOTTAYAM, IN and APJ Abdul Kalam Technological University, India","institution_ids":["https://openalex.org/I3129367976"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5048050918"],"corresponding_institution_ids":["https://openalex.org/I3129367976"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.33283944,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9828000068664551,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9828000068664551,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9807999730110168,"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"}},{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9753000140190125,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/modal","display_name":"Modal","score":0.6960729360580444},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.6567702889442444},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6447141170501709},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5423754453659058},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4571738839149475},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.408999502658844},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3407086133956909}],"concepts":[{"id":"https://openalex.org/C71139939","wikidata":"https://www.wikidata.org/wiki/Q910194","display_name":"Modal","level":2,"score":0.6960729360580444},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.6567702889442444},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6447141170501709},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5423754453659058},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4571738839149475},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.408999502658844},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3407086133956909},{"id":"https://openalex.org/C188027245","wikidata":"https://www.wikidata.org/wiki/Q750446","display_name":"Polymer chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3627631.3627632","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3627631.3627632","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Fourteenth Indian Conference on Computer Vision, Graphics and Image Processing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.47999998927116394,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W1978420618","https://openalex.org/W2025894278","https://openalex.org/W2028471410","https://openalex.org/W2039510514","https://openalex.org/W2096609895","https://openalex.org/W2142287887","https://openalex.org/W2209078744","https://openalex.org/W2901932536","https://openalex.org/W2905035821","https://openalex.org/W2943927267","https://openalex.org/W2960357609","https://openalex.org/W2977883299","https://openalex.org/W3016609708","https://openalex.org/W3017890102","https://openalex.org/W3019196002","https://openalex.org/W3046162593","https://openalex.org/W3129822799","https://openalex.org/W3136278519","https://openalex.org/W3136481290","https://openalex.org/W3179275421","https://openalex.org/W3185928481","https://openalex.org/W3217495832","https://openalex.org/W4213358067","https://openalex.org/W4214938808","https://openalex.org/W4220709827","https://openalex.org/W4220739453","https://openalex.org/W4221142301","https://openalex.org/W4241074797","https://openalex.org/W4285130568","https://openalex.org/W4285246255","https://openalex.org/W4290713633","https://openalex.org/W4294691653","https://openalex.org/W4294838927","https://openalex.org/W4312314221","https://openalex.org/W4313124175","https://openalex.org/W4323644199","https://openalex.org/W4361792143","https://openalex.org/W4367728375","https://openalex.org/W4381715639"],"related_works":["https://openalex.org/W2188500270","https://openalex.org/W2303858293","https://openalex.org/W2915512527","https://openalex.org/W2798198862","https://openalex.org/W51364034","https://openalex.org/W2798997222","https://openalex.org/W2793336762","https://openalex.org/W2091548507","https://openalex.org/W2368816706","https://openalex.org/W3159414774"],"abstract_inverted_index":{"Alzheimer\u2019s":[0,39,139],"Disease":[1,40],"(AD)":[2],"is":[3,46,179],"a":[4,28,93],"type":[5],"of":[6,56,72,149,176,184,190],"progressive":[7],"brain":[8,62],"disorder":[9],"that":[10],"gradually":[11],"diminishes":[12],"cognitive":[13],"abilities,":[14],"memory,":[15],"and":[16,38,87,124,154,169],"even":[17],"the":[18,53,67,73,76,80,106,133,142,146,185],"ability":[19],"to":[20,34],"carry":[21],"out":[22],"simple":[23],"tasks.":[24],"In":[25],"this":[26],"paper,":[27],"slice-ranking":[29,94],"based":[30],"technique":[31],"-":[32],"ADDMDNet,":[33],"differentiate":[35],"between":[36],"healthy":[37],"affected":[41],"patients":[42],"from":[43],"multi-modal":[44,49,143],"data":[45,50,71,102],"proposed.":[47],"The":[48,174],"used":[51,104],"in":[52,84,188],"method":[54,178],"consists":[55],"both":[57],"Magnetic":[58],"Resonance":[59],"Imaging":[60],"(MRI)":[61],"scans":[63],"as":[64,66,115],"well":[65],"corresponding":[68],"neuro-psychological":[69,100],"examination":[70,101],"cohorts.":[74],"From":[75],"given":[77],"MRI":[78],"scans,":[79],"best":[81],"performing":[82],"slices":[83,97],"Axial,":[85],"Coronal,":[86],"Sagittal":[88],"orientations":[89],"are":[90,103,130],"selected":[91],"using":[92,141],"method.":[95],"These":[96],"along":[98],"with":[99,110,182],"for":[105,132,156],"final":[107],"classification.":[108,134],"Along":[109],"AD,":[111],"other":[112],"classes":[113],"such":[114],"Normal":[116],"Control":[117],"(NC),":[118],"Late":[119],"Mild":[120,126],"Cognitive":[121,127],"Impairment":[122,128],"(LMCI),":[123],"Early":[125],"(EMCI)":[129],"considered":[131],"Our":[135],"approach":[136],"successfully":[137],"diagnosed":[138],"disease":[140],"approach,":[144],"achieving":[145],"test":[147],"accuracy":[148],"98.68%,":[150],"99.05%,":[151],"96.63%,":[152],"96.36%":[153],"94.03%":[155],"AD":[157,160,170],"Vs":[158,161,164,167,171],"NC,":[159],"EMCI,":[162,165],"NC":[163],"EMCI":[166],"LMCI":[168,172],"classifications.":[173],"performance":[175],"our":[177],"on":[180],"par":[181],"most":[183],"existing":[186],"approaches":[187],"terms":[189],"classification":[191],"accuracy.":[192]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
