{"id":"https://openalex.org/W4399849675","doi":"https://doi.org/10.1109/jbhi.2024.3417229","title":"Deep Learning-Based Microscopic Cell Detection Using Inverse Distance Transform and Auxiliary Counting","display_name":"Deep Learning-Based Microscopic Cell Detection Using Inverse Distance Transform and Auxiliary Counting","publication_year":2024,"publication_date":"2024-06-20","ids":{"openalex":"https://openalex.org/W4399849675","doi":"https://doi.org/10.1109/jbhi.2024.3417229","pmid":"https://pubmed.ncbi.nlm.nih.gov/38900626"},"language":"en","primary_location":{"id":"doi:10.1109/jbhi.2024.3417229","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2024.3417229","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5100448655","display_name":"Rui Liu","orcid":"https://orcid.org/0000-0003-4421-760X"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":true,"raw_author_name":"Rui Liu","raw_affiliation_strings":["Department of Mechanical Engineering, City University of Hong Kong, Hong Kong, SAR, China"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, City University of Hong Kong, Hong Kong, SAR, China","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029733263","display_name":"Wei Dai","orcid":"https://orcid.org/0000-0002-3080-4902"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Wei Dai","raw_affiliation_strings":["Department of Mechanical Engineering, City University of Hong Kong, Hong Kong, SAR, China"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, City University of Hong Kong, Hong Kong, SAR, China","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074974830","display_name":"Cong Wu","orcid":"https://orcid.org/0000-0003-3623-3351"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Cong Wu","raw_affiliation_strings":["Hong Kong Centre for Cerebro-cardiovascular Health Engineering (COCHE), Hong Kong, SAR, China"],"affiliations":[{"raw_affiliation_string":"Hong Kong Centre for Cerebro-cardiovascular Health Engineering (COCHE), Hong Kong, SAR, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081492877","display_name":"Tianyi Wu","orcid":"https://orcid.org/0000-0002-0151-843X"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Tianyi Wu","raw_affiliation_strings":["Department of Mechanical Engineering, City University of Hong Kong, Hong Kong, SAR, China"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, City University of Hong Kong, Hong Kong, SAR, China","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100340856","display_name":"Min Wang","orcid":"https://orcid.org/0000-0001-6609-3420"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Min Wang","raw_affiliation_strings":["Department of Mechanical Engineering, City University of Hong Kong, Hong Kong, SAR, China"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, City University of Hong Kong, Hong Kong, SAR, China","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101382904","display_name":"Junxian Zhou","orcid":null},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Junxian Zhou","raw_affiliation_strings":["Department of Mechanical Engineering, City University of Hong Kong, Hong Kong, SAR, China"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, City University of Hong Kong, Hong Kong, SAR, China","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101761128","display_name":"Xiaozhen Zhang","orcid":"https://orcid.org/0000-0003-3567-8789"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Xiaozhen Zhang","raw_affiliation_strings":["Department of Mechanical Engineering, City University of Hong Kong, Hong Kong, SAR, China"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, City University of Hong Kong, Hong Kong, SAR, China","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036337382","display_name":"Wen J. Li","orcid":"https://orcid.org/0000-0001-9616-6213"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wen Jung Li","raw_affiliation_strings":["Hong Kong Centre for Cerebro-cardiovascular Health Engineering (COCHE), Hong Kong, SAR, China"],"affiliations":[{"raw_affiliation_string":"Hong Kong Centre for Cerebro-cardiovascular Health Engineering (COCHE), Hong Kong, SAR, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100361885","display_name":"Jun Liu","orcid":"https://orcid.org/0000-0002-5815-2483"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Jun Liu","raw_affiliation_strings":["Department of Mechanical Engineering, City University of Hong Kong, Hong Kong, SAR, China"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, City University of Hong Kong, Hong Kong, SAR, China","institution_ids":["https://openalex.org/I168719708"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5100448655"],"corresponding_institution_ids":["https://openalex.org/I168719708"],"apc_list":null,"apc_paid":null,"fwci":1.9725,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.87564494,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"28","issue":"10","first_page":"6092","last_page":"6104"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.9872000217437744,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.9872000217437744,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T13114","display_name":"Image Processing Techniques and Applications","score":0.9617000222206116,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9458000063896179,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.5831437706947327},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5408182144165039},{"id":"https://openalex.org/keywords/inverse","display_name":"Inverse","score":0.4334317445755005},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3891771733760834},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.32349008321762085},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2766624689102173},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.09675335884094238}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5831437706947327},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5408182144165039},{"id":"https://openalex.org/C207467116","wikidata":"https://www.wikidata.org/wiki/Q4385666","display_name":"Inverse","level":2,"score":0.4334317445755005},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3891771733760834},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.32349008321762085},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2766624689102173},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.09675335884094238}],"mesh":[{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002452","descriptor_name":"Cell Count","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D002452","descriptor_name":"Cell Count","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D002452","descriptor_name":"Cell Count","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D002452","descriptor_name":"Cell Count","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D002452","descriptor_name":"Cell Count","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D008853","descriptor_name":"Microscopy","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D008853","descriptor_name":"Microscopy","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D008853","descriptor_name":"Microscopy","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D008853","descriptor_name":"Microscopy","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D008853","descriptor_name":"Microscopy","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1109/jbhi.2024.3417229","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2024.3417229","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},{"id":"pmid:38900626","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38900626","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE journal of biomedical and health informatics","raw_type":null},{"id":"pmh:oai:hub.hku.hk:10722/350081","is_oa":false,"landing_page_url":"https://hub.hku.hk/handle/10722/350081","pdf_url":null,"source":{"id":"https://openalex.org/S4377196271","display_name":"The HKU Scholars Hub (University of Hong Kong)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I889458895","host_organization_name":"University of Hong Kong","host_organization_lineage":["https://openalex.org/I889458895"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":69,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1522301498","https://openalex.org/W1901129140","https://openalex.org/W2018838463","https://openalex.org/W2034980306","https://openalex.org/W2041866180","https://openalex.org/W2072604406","https://openalex.org/W2080481652","https://openalex.org/W2083125248","https://openalex.org/W2133665775","https://openalex.org/W2149251234","https://openalex.org/W2194775991","https://openalex.org/W2293083603","https://openalex.org/W2347064614","https://openalex.org/W2398921440","https://openalex.org/W2608567823","https://openalex.org/W2738582428","https://openalex.org/W2895051362","https://openalex.org/W2900936384","https://openalex.org/W2945576057","https://openalex.org/W2962689769","https://openalex.org/W2963037989","https://openalex.org/W2963263347","https://openalex.org/W2963826106","https://openalex.org/W2964073328","https://openalex.org/W3000280594","https://openalex.org/W3025204993","https://openalex.org/W3040727891","https://openalex.org/W3084883754","https://openalex.org/W3103117538","https://openalex.org/W3108671495","https://openalex.org/W3113519107","https://openalex.org/W3126263946","https://openalex.org/W3130794141","https://openalex.org/W3133153571","https://openalex.org/W3158223836","https://openalex.org/W3161427435","https://openalex.org/W3162603853","https://openalex.org/W3170293501","https://openalex.org/W3189035319","https://openalex.org/W3194605760","https://openalex.org/W3206908502","https://openalex.org/W3217571210","https://openalex.org/W4220723869","https://openalex.org/W4220879402","https://openalex.org/W4226120942","https://openalex.org/W4246399668","https://openalex.org/W4281254235","https://openalex.org/W4285245808","https://openalex.org/W4294151662","https://openalex.org/W4294233675","https://openalex.org/W4294310792","https://openalex.org/W4295539408","https://openalex.org/W4296196840","https://openalex.org/W4303857474","https://openalex.org/W4308635297","https://openalex.org/W4310386991","https://openalex.org/W4312139975","https://openalex.org/W4313450997","https://openalex.org/W4323655380","https://openalex.org/W4378576247","https://openalex.org/W4380053071","https://openalex.org/W4384924230","https://openalex.org/W4388520065","https://openalex.org/W4391503438","https://openalex.org/W4400762160","https://openalex.org/W6631190155","https://openalex.org/W6681368121","https://openalex.org/W6726497184"],"related_works":["https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2772917594","https://openalex.org/W2775347418","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"Microscopic":[0],"cell":[1,17,29,60,75,90,99,105,175],"detection":[2,45,117],"is":[3],"a":[4,22,35,53,59,96],"challenging":[5],"task":[6],"due":[7],"to":[8,26,57,114],"significant":[9,171],"inter-cell":[10],"occlusions":[11],"in":[12,77,92,177],"dense":[13],"clusters":[14],"and":[15,123,139,145],"diverse":[16],"morphologies.":[18],"This":[19],"paper":[20],"introduces":[21],"novel":[23],"framework":[24,130],"designed":[25,56],"enhance":[27],"automated":[28,174],"detection.":[30],"The":[31,67,128],"proposed":[32,129,166],"approach":[33],"integrates":[34],"deep":[36],"learning":[37],"model":[38],"that":[39],"produces":[40],"an":[41],"inverse":[42,68],"distance":[43,69,158],"transform-based":[44,70],"map":[46,62,71,85,113],"from":[47,63],"the":[48,64,78,83,88,93,104,111,116,142,156,162,165],"given":[49],"image,":[50],"accompanied":[51],"by":[52,108],"secondary":[54],"network":[55],"regress":[58],"density":[61,84,112],"same":[65],"input.":[66],"effectively":[72],"highlights":[73],"each":[74],"instance":[76],"densely":[79],"populated":[80],"areas,":[81],"while":[82],"accurately":[86],"estimates":[87],"total":[89],"count":[91,106],"image.":[94],"Then,":[95],"custom":[97],"counting-aided":[98],"center":[100],"extraction":[101],"strategy":[102],"leverages":[103],"obtained":[107],"integrating":[109],"over":[110],"refine":[115],"process,":[118],"significantly":[119],"reducing":[120],"false":[121],"responses":[122],"thereby":[124],"boosting":[125],"overall":[126],"accuracy.":[127],"demonstrated":[131],"superior":[132],"performance":[133],"with":[134],"F-scores":[135],"of":[136,164],"96.93%,":[137],"91.21%,":[138],"92.00%":[140],"on":[141],"VGG,":[143],"MBM,":[144],"ADI":[146],"datasets,":[147],"respectively,":[148],"surpassing":[149],"existing":[150],"state-of-the-art":[151],"methods.":[152],"It":[153],"also":[154],"achieved":[155],"lowest":[157],"error,":[159],"further":[160],"validating":[161],"effectiveness":[163],"approach.":[167],"These":[168],"results":[169],"demonstrate":[170],"potential":[172],"for":[173],"analysis":[176],"biomedical":[178],"applications.":[179]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-04-02T15:55:50.835912","created_date":"2025-10-10T00:00:00"}
