{"id":"https://openalex.org/W4404030507","doi":"https://doi.org/10.1109/icccnt61001.2024.10726143","title":"ANSAN: Data Interpretability based analysis of Deep Learning Model","display_name":"ANSAN: Data Interpretability based analysis of Deep Learning Model","publication_year":2024,"publication_date":"2024-06-24","ids":{"openalex":"https://openalex.org/W4404030507","doi":"https://doi.org/10.1109/icccnt61001.2024.10726143"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt61001.2024.10726143","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt61001.2024.10726143","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT)","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/A5037264314","display_name":"S Harish","orcid":null},"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":true,"raw_author_name":"S Harish","raw_affiliation_strings":["Amrita Vishwa Vidyapeetham,Amrita School of Computing,Department of Computer Science and Engineering,Coimbatore,India"],"affiliations":[{"raw_affiliation_string":"Amrita Vishwa Vidyapeetham,Amrita School of Computing,Department of Computer Science and Engineering,Coimbatore,India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012122990","display_name":"Kundan Krishna","orcid":null},"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":"K Karthie Krishna","raw_affiliation_strings":["Amrita Vishwa Vidyapeetham,Amrita School of Computing,Department of Computer Science and Engineering,Coimbatore,India"],"affiliations":[{"raw_affiliation_string":"Amrita Vishwa Vidyapeetham,Amrita School of Computing,Department of Computer Science and Engineering,Coimbatore,India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051624856","display_name":"Avadhani Bindu","orcid":"https://orcid.org/0000-0001-9270-1055"},"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":"Avadhani Bindu","raw_affiliation_strings":["Amrita Vishwa Vidyapeetham,Amrita School of Computing,Department of Computer Science and Engineering,Coimbatore,India"],"affiliations":[{"raw_affiliation_string":"Amrita Vishwa Vidyapeetham,Amrita School of Computing,Department of Computer Science and Engineering,Coimbatore,India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009128496","display_name":"Senthil Kumar Thangavel","orcid":"https://orcid.org/0000-0001-8160-7223"},"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":"Senthil Kumar Thangavel","raw_affiliation_strings":["Amrita Vishwa Vidyapeetham,Amrita School of Computing,Department of Computer Science and Engineering,Coimbatore,India"],"affiliations":[{"raw_affiliation_string":"Amrita Vishwa Vidyapeetham,Amrita School of Computing,Department of Computer Science and Engineering,Coimbatore,India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026730702","display_name":"K. Somasundaram","orcid":"https://orcid.org/0000-0003-2226-1845"},"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":"K Somasundaram","raw_affiliation_strings":["Amrita Vishwa Vidyapeetham,Amrita School of Physical Sciences,Department of Mathematics,Coimbatore,India"],"affiliations":[{"raw_affiliation_string":"Amrita Vishwa Vidyapeetham,Amrita School of Physical Sciences,Department of Mathematics,Coimbatore,India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5099046333","display_name":"Sathyan Parthasaradhi","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sathyan Parthasaradhi","raw_affiliation_strings":["Sathyan Eye Hospital and Coimbatore Glaucoma Foundation,Ramanathapuram,Coimbatore,India"],"affiliations":[{"raw_affiliation_string":"Sathyan Eye Hospital and Coimbatore Glaucoma Foundation,Ramanathapuram,Coimbatore,India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064605617","display_name":"Selvanayaki Kolandapalayam Shanmugam","orcid":"https://orcid.org/0000-0002-6415-9198"},"institutions":[{"id":"https://openalex.org/I195875291","display_name":"Ashland University","ror":"https://ror.org/05c5js686","country_code":"US","type":"education","lineage":["https://openalex.org/I195875291"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Selvanayaki Kolandapalayam Shanmugam","raw_affiliation_strings":["Ashland University,Department of Mathematics and Computer Science,Ohio,USA"],"affiliations":[{"raw_affiliation_string":"Ashland University,Department of Mathematics and Computer Science,Ohio,USA","institution_ids":["https://openalex.org/I195875291"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5037264314"],"corresponding_institution_ids":["https://openalex.org/I81556334"],"apc_list":null,"apc_paid":null,"fwci":0.3637,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.68453946,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.42089998722076416,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.42089998722076416,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/interpretability","display_name":"Interpretability","score":0.9406139850616455},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7176581025123596},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5558637976646423},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.5518687963485718},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4745529294013977},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.43399739265441895},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.34765109419822693},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.08270284533500671}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.9406139850616455},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7176581025123596},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5558637976646423},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.5518687963485718},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4745529294013977},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.43399739265441895},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34765109419822693},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.08270284533500671}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt61001.2024.10726143","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt61001.2024.10726143","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1987621316","https://openalex.org/W2160605010","https://openalex.org/W3028376448","https://openalex.org/W3041453914","https://openalex.org/W3126900854","https://openalex.org/W3131149919","https://openalex.org/W3158119366","https://openalex.org/W3164873450","https://openalex.org/W3166340090","https://openalex.org/W3213880334","https://openalex.org/W4206417498","https://openalex.org/W4221099740","https://openalex.org/W4294892393","https://openalex.org/W4322628151","https://openalex.org/W4353004214","https://openalex.org/W4385423913","https://openalex.org/W4387972858","https://openalex.org/W4395450377"],"related_works":["https://openalex.org/W2905433371","https://openalex.org/W2888392564","https://openalex.org/W4310278675","https://openalex.org/W4388422664","https://openalex.org/W4390569940","https://openalex.org/W4361193272","https://openalex.org/W1986582023","https://openalex.org/W2966829450","https://openalex.org/W4380075502","https://openalex.org/W2066625485"],"abstract_inverted_index":{"Glaucoma,":[0],"an":[1],"irreversible":[2],"neurodegenerative":[3],"disease":[4],"leading":[5],"to":[6,16,49,147],"vision":[7],"loss,":[8],"remains":[9],"a":[10,37],"significant":[11],"public":[12],"health":[13],"concern":[14],"due":[15],"challenges":[17,184],"in":[18,27,45,177,186],"early":[19],"detection":[20,58,160],"and":[21,76,89,100,134,150],"resource-intensive":[22],"diagnostic":[23],"procedures.":[24],"Leveraging":[25],"advancements":[26],"artificial":[28],"intelligence":[29],"(AI),":[30],"particularly":[31],"Convolutional":[32],"Neural":[33],"Networks":[34],"(CNNs),":[35],"presents":[36,81],"promising":[38],"avenue":[39],"for":[40,64,122],"automating":[41],"glaucoma":[42,57,159,179],"detection,":[43,124],"especially":[44],"regions":[46],"lacking":[47],"access":[48],"ophthalmologists.":[50],"This":[51,79,166],"study,":[52,139],"explores":[53],"the":[54,97,108,115,126,154,169,183],"efficacy":[55],"of":[56,117,128,157,171],"systems":[59],"based":[60,162],"on":[61,68,93,153,163],"MobileNet":[62,164],"architecture":[63],"mobile":[65,172],"deployment,":[66],"focusing":[67],"key":[69],"factors":[70],"such":[71],"as":[72],"dataset":[73],"variability,":[74],"size,":[75],"training":[77],"time.":[78],"paper":[80],"findings":[82],"from":[83],"two":[84],"distinct":[85],"datasets,":[86],"namely":[87],"chaksu":[88,98],"g1020,":[90],"each":[91],"trained":[92],"separate":[94],"models":[95],"termed":[96],"model":[99],"g1020":[101],"model,":[102],"respectively.":[103],"These":[104],"models,":[105],"evaluated":[106],"against":[107],"Akshi":[109],"dataset,":[110],"demonstrate":[111],"impressive":[112],"performance,":[113],"suggesting":[114],"feasibility":[116],"utilizing":[118],"complete":[119],"fundus":[120],"images":[121],"Glaucoma":[123],"circumventing":[125],"complexities":[127],"segmentation":[129],"tasks":[130],"involving":[131],"disc,":[132],"cup,":[133],"blood":[135],"vessels.":[136],"In":[137],"this":[138],"LIME":[140],"(Local":[141],"Interpretable":[142],"Model-agnostic":[143],"Explanations)":[144],"was":[145],"integrated":[146],"enhance":[148],"interpretability":[149],"shed":[151],"light":[152],"decision-making":[155],"process":[156],"our":[158],"system":[161],"architecture.":[165],"research":[167],"underscores":[168],"potential":[170],"technologies":[173],"coupled":[174],"with":[175],"AI":[176],"democratizing":[178],"screening,":[180],"potentially":[181],"mitigating":[182],"posed":[185],"resource-constrained":[187],"settings.":[188]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}