{"id":"https://openalex.org/W4377700353","doi":"https://doi.org/10.1109/i2ct57861.2023.10126188","title":"Prediction of Neuro Cognitive Disorders using Supervised Comparative Machine Learning Model & Scanpath Representations","display_name":"Prediction of Neuro Cognitive Disorders using Supervised Comparative Machine Learning Model & Scanpath Representations","publication_year":2023,"publication_date":"2023-04-07","ids":{"openalex":"https://openalex.org/W4377700353","doi":"https://doi.org/10.1109/i2ct57861.2023.10126188"},"language":"en","primary_location":{"id":"doi:10.1109/i2ct57861.2023.10126188","doi":"https://doi.org/10.1109/i2ct57861.2023.10126188","is_oa":false,"landing_page_url":"https://doi.org/10.1109/i2ct57861.2023.10126188","pdf_url":null,"source":{"id":"https://openalex.org/S4363607804","display_name":"IEEE International Conference for Convergence in Technology (I2CT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 8th International Conference for Convergence in Technology (I2CT)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5010285396","display_name":"Vineet Vinayak","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vineet Vinayak","raw_affiliation_strings":["Amrita School of Computing, Bengaluru, Amrita Vishwa Vidyapeetham,Department of Computer Science and Engineering,India","Department of Computer Science and Engineering, Amrita School of Computing, Bengaluru, Amrita Vishwa Vidyapeetham, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amrita School of Computing, Bengaluru, Amrita Vishwa Vidyapeetham,Department of Computer Science and Engineering,India","institution_ids":["https://openalex.org/I81556334"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Amrita School of Computing, Bengaluru, Amrita Vishwa Vidyapeetham, India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Mohan Paliwal","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Mohan Paliwal","raw_affiliation_strings":["Amrita School of Computing, Bengaluru, Amrita Vishwa Vidyapeetham,Department of Computer Science and Engineering,India","Department of Computer Science and Engineering, Amrita School of Computing, Bengaluru, Amrita Vishwa Vidyapeetham, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amrita School of Computing, Bengaluru, Amrita Vishwa Vidyapeetham,Department of Computer Science and Engineering,India","institution_ids":["https://openalex.org/I81556334"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Amrita School of Computing, Bengaluru, Amrita Vishwa Vidyapeetham, India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034136111","display_name":"J. Amudha","orcid":"https://orcid.org/0000-0001-6736-2573","observed_orcids":["https://orcid.org/0000-0001-6736-2573"]},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Amudha J.","raw_affiliation_strings":["Amrita School of Computing, Bengaluru, Amrita Vishwa Vidyapeetham,Department of Computer Science,India","Department of Computer Science, Amrita School of Computing, Bengaluru, Amrita Vishwa Vidyapeetham, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amrita School of Computing, Bengaluru, Amrita Vishwa Vidyapeetham,Department of Computer Science,India","institution_ids":["https://openalex.org/I81556334"]},{"raw_affiliation_string":"Department of Computer Science, Amrita School of Computing, Bengaluru, Amrita Vishwa Vidyapeetham, India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084596938","display_name":"C. Jyotsna","orcid":"https://orcid.org/0000-0001-6256-9372","observed_orcids":["https://orcid.org/0000-0001-6256-9372"]},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Jyotsna C.","raw_affiliation_strings":["Amrita School of Computing, Bengaluru, Amrita Vishwa Vidyapeetham,Department of Computer Science,India","Department of Computer Science, Amrita School of Computing, Bengaluru, Amrita Vishwa Vidyapeetham, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amrita School of Computing, Bengaluru, Amrita Vishwa Vidyapeetham,Department of Computer Science,India","institution_ids":["https://openalex.org/I81556334"]},{"raw_affiliation_string":"Department of Computer Science, Amrita School of Computing, Bengaluru, Amrita Vishwa Vidyapeetham, India","institution_ids":["https://openalex.org/I81556334"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I81556334"],"apc_list":null,"apc_paid":null,"fwci":4.5363,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.94110921,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10009","display_name":"Dementia and Cognitive Impairment Research","score":0.9740999937057495,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10009","display_name":"Dementia and Cognitive Impairment Research","score":0.9740999937057495,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11605","display_name":"Visual Attention and Saliency Detection","score":0.007000000216066837,"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"}},{"id":"https://openalex.org/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.006500000134110451,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/dementia","display_name":"dementia","score":0.8569999933242798},{"id":"https://openalex.org/keywords/alzheimer-s-disease","display_name":"Alzheimer's disease","score":0.9900000095367432},{"id":"https://openalex.org/keywords/eye-movements","display_name":"eye movements","score":0.9039999842643738},{"id":"https://openalex.org/keywords/trail-making-test","display_name":"Trail Making Test","score":0.7919999957084656},{"id":"https://openalex.org/keywords/dementia-classification","display_name":"dementia classification","score":0.6880000233650208},{"id":"https://openalex.org/keywords/cognitive-decline","display_name":"cognitive decline","score":0.5509999990463257},{"id":"https://openalex.org/keywords/visual-behavior","display_name":"visual behavior","score":0.6000000238418579}],"concepts":[{"id":"https://openalex.org/C2779483572","wikidata":"https://www.wikidata.org/wiki/Q83030","display_name":"Dementia","level":3,"score":0.9119856953620911},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.6317334175109863},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.595111608505249},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.5227565765380859},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.4835602939128876},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.47721582651138306},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4746984839439392},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.4689974784851074},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4572578966617584},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4543423652648926},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.43460074067115784},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.3173640966415405},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.22499793767929077},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/i2ct57861.2023.10126188","doi":"https://doi.org/10.1109/i2ct57861.2023.10126188","is_oa":false,"landing_page_url":"https://doi.org/10.1109/i2ct57861.2023.10126188","pdf_url":null,"source":{"id":"https://openalex.org/S4363607804","display_name":"IEEE International Conference for Convergence in Technology (I2CT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 8th International Conference for Convergence in Technology (I2CT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.8371999859809875}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1964488211","https://openalex.org/W2616784764","https://openalex.org/W2891909682","https://openalex.org/W2902802339","https://openalex.org/W2920868987","https://openalex.org/W2943032999","https://openalex.org/W2993760950","https://openalex.org/W3035747142","https://openalex.org/W3037437335","https://openalex.org/W3048731797","https://openalex.org/W3114702115","https://openalex.org/W3137529719","https://openalex.org/W3188333027","https://openalex.org/W4285183914","https://openalex.org/W4312279219","https://openalex.org/W4312669641","https://openalex.org/W4312790523","https://openalex.org/W4319601830"],"related_works":["https://openalex.org/W4414854321","https://openalex.org/W4402980536","https://openalex.org/W4319756003","https://openalex.org/W4403126206","https://openalex.org/W4412492848","https://openalex.org/W4399426304","https://openalex.org/W4408018082","https://openalex.org/W4283213410","https://openalex.org/W4321460935","https://openalex.org/W3111483821"],"abstract_inverted_index":{"Dementia":[0],"has":[1],"become":[2],"a":[3,18,24,37,73,111,169,232],"pressing":[4],"public":[5],"health":[6],"issue":[7],"worldwide,":[8],"with":[9,98,143,182],"the":[10,48,57,84,93,101,138,156,177,183,185,192,206,220,225,237],"number":[11],"of":[12,40,52,59,96,103,114,124,141,173,180,194,228,236],"affected":[13],"individuals":[14,97,181],"steadily":[15],"increasing.":[16],"As":[17],"syndrome,":[19],"it":[20,55],"is":[21,47,71,100,110,118],"characterized":[22],"by":[23,36,120,127],"decline":[25],"in":[26,199],"cognitive":[27,94],"performance":[28,95],"that":[29],"extends":[30],"beyond":[31],"normal":[32],"biological":[33],"aging,":[34],"caused":[35],"diverse":[38],"range":[39],"brain":[41],"disorders":[42],"and":[43,54,67,79,117,145,230],"diseases.":[44],"Alzheimer\u2019s":[45],"disease":[46],"most":[49],"prevalent":[50],"form":[51],"dementia,":[53],"constitutes":[56],"majority":[58],"dementia":[60,70,99,144,207,229],"cases.":[61],"In":[62],"addition":[63],"to":[64,91,135,167,188,203,217,219,223],"its":[65],"physical":[66],"psychological":[68],"impacts,":[69],"also":[72],"significant":[74],"economic":[75],"burden":[76],"on":[77],"families":[78],"society":[80],"at":[81],"large,":[82],"given":[83],"extensive":[85],"care":[86],"required.":[87],"One":[88],"potential":[89],"approach":[90],"understanding":[92,172,235],"use":[102,193],"scan":[104,108,164],"path":[105,109,165],"representations.":[106,212],"A":[107],"visual":[112,139,178],"representation":[113],"eye":[115],"movements":[116],"created":[119],"an":[121],"ordered":[122],"set":[123],"fixations":[125],"connected":[126],"saccades.":[128],"By":[129,175],"analyzing":[130],"these":[131],"patterns,":[132],"researchers":[133],"aim":[134],"better":[136,204],"understand":[137],"behaviors":[140,179],"people":[142],"potentially":[146],"develop":[147],"more":[148,170,233],"effective":[149],"treatment":[150],"options.":[151],"To":[152],"achieve":[153],"this":[154],"goal,":[155],"proposed":[157],"supervised":[158,195],"comparative":[159],"machine":[160,196],"learning":[161,197],"model":[162,186],"utilizes":[163],"representations":[166],"provide":[168,189,231],"comprehensive":[171],"dementia.":[174],"exploring":[176],"condition,":[184],"aims":[187,216],"insights":[190],"into":[191],"algorithms":[198],"trail":[200],"making":[201],"tests":[202],"classify":[205],"patients":[208],"using":[209],"their":[210],"scanpath":[211],"This":[213],"research":[214],"paper":[215],"contribute":[218],"ongoing":[221],"efforts":[222],"combat":[224],"global":[226],"challenge":[227],"nuanced":[234],"condition.":[238]},"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-10-06T10:28:23.643775","created_date":"2023-05-24T00:00:00"}