{"id":"https://openalex.org/W4323832991","doi":"https://doi.org/10.3233/jifs-223354","title":"A new AI assisted medical molecular image diagnostic model","display_name":"A new AI assisted medical molecular image diagnostic model","publication_year":2023,"publication_date":"2023-03-10","ids":{"openalex":"https://openalex.org/W4323832991","doi":"https://doi.org/10.3233/jifs-223354"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-223354","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-223354","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems","raw_type":"journal-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/A5084850460","display_name":"G. Premananthan","orcid":null},"institutions":[{"id":"https://openalex.org/I65220239","display_name":"Karpagam Academy of Higher Education","ror":"https://ror.org/00ssvzv66","country_code":"IN","type":"education","lineage":["https://openalex.org/I65220239"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"G. Premananthan","raw_affiliation_strings":["Department of ECE, Karpagam College of Engineering, Coimbatore, Tamilnadu, India"],"affiliations":[{"raw_affiliation_string":"Department of ECE, Karpagam College of Engineering, Coimbatore, Tamilnadu, India","institution_ids":["https://openalex.org/I65220239"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002449148","display_name":"B. Nagaraj","orcid":"https://orcid.org/0000-0003-0804-414X"},"institutions":[{"id":"https://openalex.org/I4210090456","display_name":"Harcourt Butler Technical University","ror":"https://ror.org/0181a8730","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210090456"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"B. Nagaraj","raw_affiliation_strings":["Department of ECE, Rathinam Technical Campus, Coimbatore, Tamilnadu, India"],"affiliations":[{"raw_affiliation_string":"Department of ECE, Rathinam Technical Campus, Coimbatore, Tamilnadu, India","institution_ids":["https://openalex.org/I4210090456"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063019280","display_name":"J. Jaya","orcid":null},"institutions":[{"id":"https://openalex.org/I43663321","display_name":"Hindustan Institute of Technology and Science","ror":"https://ror.org/037tgdn13","country_code":"IN","type":"education","lineage":["https://openalex.org/I43663321"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"J. Jaya","raw_affiliation_strings":["Department of ECE, Hindusthan College of Engineering and Technology, Coimbatore, Tamilnadu, India"],"affiliations":[{"raw_affiliation_string":"Department of ECE, Hindusthan College of Engineering and Technology, Coimbatore, Tamilnadu, India","institution_ids":["https://openalex.org/I43663321"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5084850460"],"corresponding_institution_ids":["https://openalex.org/I65220239"],"apc_list":null,"apc_paid":null,"fwci":0.5237,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.69222077,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":"44","issue":"6","first_page":"9027","last_page":"9037"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.996399998664856,"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/T10862","display_name":"AI in cancer detection","score":0.996399998664856,"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":0.9926000237464905,"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9919000267982483,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7045474052429199},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.6031098365783691},{"id":"https://openalex.org/keywords/medical-diagnosis","display_name":"Medical diagnosis","score":0.5988119840621948},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.5864536762237549},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5367015600204468},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.5353354215621948},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.476326048374176},{"id":"https://openalex.org/keywords/mainstream","display_name":"Mainstream","score":0.47235023975372314},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.455003023147583},{"id":"https://openalex.org/keywords/medical-research","display_name":"Medical research","score":0.4514346718788147},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41881507635116577},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.41350746154785156},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.4106600284576416},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.31654584407806396},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.18767902255058289},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.1614929437637329}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7045474052429199},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.6031098365783691},{"id":"https://openalex.org/C534262118","wikidata":"https://www.wikidata.org/wiki/Q177719","display_name":"Medical diagnosis","level":2,"score":0.5988119840621948},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.5864536762237549},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5367015600204468},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.5353354215621948},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.476326048374176},{"id":"https://openalex.org/C2777617010","wikidata":"https://www.wikidata.org/wiki/Q18957","display_name":"Mainstream","level":2,"score":0.47235023975372314},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.455003023147583},{"id":"https://openalex.org/C106977388","wikidata":"https://www.wikidata.org/wiki/Q2752427","display_name":"Medical research","level":2,"score":0.4514346718788147},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41881507635116577},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.41350746154785156},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.4106600284576416},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.31654584407806396},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.18767902255058289},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.1614929437637329},{"id":"https://openalex.org/C27206212","wikidata":"https://www.wikidata.org/wiki/Q34178","display_name":"Theology","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-223354","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-223354","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.5799999833106995}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1985806826","https://openalex.org/W2082302018","https://openalex.org/W2412782625","https://openalex.org/W2565308315","https://openalex.org/W2581082771","https://openalex.org/W2783687327","https://openalex.org/W2788633781","https://openalex.org/W2808210572","https://openalex.org/W2893531431","https://openalex.org/W2899599617","https://openalex.org/W2900464008","https://openalex.org/W3128608752"],"related_works":["https://openalex.org/W2377237701","https://openalex.org/W2360099860","https://openalex.org/W4323893170","https://openalex.org/W1583826057","https://openalex.org/W2352463596","https://openalex.org/W2380850119","https://openalex.org/W2101450440","https://openalex.org/W2383675217","https://openalex.org/W2376151201","https://openalex.org/W2393898889"],"abstract_inverted_index":{"In":[0,94,256],"recent":[1,19],"times,":[2],"ML":[3,189],"algorithms":[4,192],"that":[5,57,159,185,193,235],"plays":[6],"a":[7,102,116,182,226,305],"significant":[8],"role":[9],"right":[10],"from":[11],"drug":[12],"discovery":[13],"to":[14,72,112,119,173,202,205,224,240,264,284,292],"clinical":[15,98,238],"decision":[16,166,254],"making.":[17,255],"The":[18,39,133],"advances":[20],"in":[21,44,80,296],"DL":[22,191,248],"technologies":[23],"contribute":[24],"towards":[25,303],"improved":[26,273],"performance":[27],"for":[28,149,272,288],"carrying":[29],"out":[30],"computer":[31],"aided":[32],"medical":[33,47,81,96,122,141,155,176,232,250],"image":[34,156,179,251,294],"analysis":[35,157,180,233,252,295],"and":[36,74,108,140,151,164,175,190,196,218,228,253,267,275,301],"disease":[37,245,265,307],"diagnosis.":[38],"key":[40],"benefit":[41],"of":[42,46,78,136,162,170,188,299],"AI":[43,114,153,230],"processing":[45],"big":[48],"data":[49,60,287],"offers":[50],"spectacular":[51],"insights":[52],"into":[53],"the":[54,68,86,106,147,206,244,297],"hierarchal":[55],"relationships":[56],"exist":[58],"among":[59],"which":[61,199],"can":[62,236,280],"be":[63,169,203,282],"algorithmically":[64],"explored":[65],"thus":[66,83],"replacing":[67],"tedious":[69],"manual":[70],"processes":[71],"extract":[73],"localize":[75],"specific":[76,261],"areas":[77],"interests":[79],"images":[82,142],"considerably":[84],"changing":[85],"way":[87],"medicine":[88,300],"has":[89],"been":[90],"practiced":[91],"so":[92],"far.":[93],"bio":[95],"related":[97,263,291],"applications,":[99],"there":[100],"is":[101,181],"constant":[103],"demand":[104],"pertaining":[105],"research":[107,222],"development":[109],"with":[110],"respect":[111],"deploying":[113],"as":[115,129,131,208,211],"mainstream":[117],"tool":[118],"perform":[120],"several":[121],"imaging":[123],"activities":[124],"like":[125],"analysis,":[126],"diagnosis,":[127],"segmentation":[128],"well":[130],"classification.":[132],"increased":[134],"usage":[135],"electronic":[137],"health":[138],"records":[139],"being":[143],"its":[144],"integral":[145],"component":[146],"need":[148],"appropriate":[150],"efficient":[152,229],"assisted":[154],"system":[158,234],"takes":[160],"care":[161],"accurate":[163],"automated":[165],"making":[167],"could":[168],"great":[171],"help":[172,302],"radiologists":[174],"practitioners.":[177],"Molecular":[178],"dynamic":[183],"field":[184,298],"makes":[186],"use":[187],"utilizes":[194],"labeled":[195],"structured":[197],"information":[198],"also":[200,259,281],"proves":[201],"helpful":[204],"patients":[207],"they":[209],"serve":[210],"an":[212],"initial":[213],"interface":[214],"before":[215],"further":[216,289],"diagnosis":[217,246,266,274,308],"treatments.":[219],"Thus":[220],"our":[221],"aims":[223],"offer":[225],"novel":[227,269],"based":[231,249],"assist":[237],"practitioners":[239],"focus":[241],"on":[242],"enhancing":[243],"through":[247],"addition,":[257],"we":[258],"address":[260],"challenges":[262],"propose":[268],"GAN":[270],"model":[271],"implementation.":[276],"Our":[277],"proposed":[278],"technique":[279],"generalized":[283],"generate":[285],"synthetic":[286],"issues":[290],"molecular":[293],"building":[304],"better":[306],"model.":[309]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}