{"id":"https://openalex.org/W2756301015","doi":"https://doi.org/10.1109/embc.2017.8037859","title":"Automatic diagnosis of tuberculosis disease based on Plasmonic ELISA and color-based image classification","display_name":"Automatic diagnosis of tuberculosis disease based on Plasmonic ELISA and color-based image classification","publication_year":2017,"publication_date":"2017-07-01","ids":{"openalex":"https://openalex.org/W2756301015","doi":"https://doi.org/10.1109/embc.2017.8037859","mag":"2756301015","pmid":"https://pubmed.ncbi.nlm.nih.gov/29060900"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2017.8037859","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2017.8037859","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://ueaeprints.uea.ac.uk/id/eprint/64980/1/Accepted_manuscript.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038796394","display_name":"Kamal Abuhassan","orcid":"https://orcid.org/0000-0002-1982-1306"},"institutions":[{"id":"https://openalex.org/I51216347","display_name":"Anglia Ruskin University","ror":"https://ror.org/0009t4v78","country_code":"GB","type":"education","lineage":["https://openalex.org/I51216347"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Kamal J. AbuHassan","raw_affiliation_strings":["Chelmsford Campus, Anglia Ruskin University, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chelmsford Campus, Anglia Ruskin University, UK","institution_ids":["https://openalex.org/I51216347"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049708162","display_name":"Noremylia Mohd Bakhori","orcid":"https://orcid.org/0000-0002-2954-9844"},"institutions":[{"id":"https://openalex.org/I51216347","display_name":"Anglia Ruskin University","ror":"https://ror.org/0009t4v78","country_code":"GB","type":"education","lineage":["https://openalex.org/I51216347"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Noremylia M. Bakhori","raw_affiliation_strings":["Chelmsford Campus, Anglia Ruskin University, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chelmsford Campus, Anglia Ruskin University, UK","institution_ids":["https://openalex.org/I51216347"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065667130","display_name":"Norzila Kusnin","orcid":null},"institutions":[{"id":"https://openalex.org/I1118541","display_name":"University of East Anglia","ror":"https://ror.org/026k5mg93","country_code":"GB","type":"education","lineage":["https://openalex.org/I1118541"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Norzila Kusnin","raw_affiliation_strings":["Norwich Medical School, University of East Anglia, Norwich, Norfolk, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Norwich Medical School, University of East Anglia, Norwich, Norfolk, UK","institution_ids":["https://openalex.org/I1118541"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036960267","display_name":"Umi Zulaikha Mohd Azmi","orcid":"https://orcid.org/0000-0002-0525-518X"},"institutions":[{"id":"https://openalex.org/I130343225","display_name":"Universiti Putra Malaysia","ror":"https://ror.org/02e91jd64","country_code":"MY","type":"education","lineage":["https://openalex.org/I130343225"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Umi Z. M. Azmi","raw_affiliation_strings":["Department of Chemistry, University Putra Malaysia, Selangor, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Chemistry, University Putra Malaysia, Selangor, Malaysia","institution_ids":["https://openalex.org/I130343225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069647515","display_name":"Marzia Hoque Tania","orcid":"https://orcid.org/0000-0002-4496-1896"},"institutions":[{"id":"https://openalex.org/I51216347","display_name":"Anglia Ruskin University","ror":"https://ror.org/0009t4v78","country_code":"GB","type":"education","lineage":["https://openalex.org/I51216347"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Marzia H. Tania","raw_affiliation_strings":["Chelmsford Campus, Anglia Ruskin University, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chelmsford Campus, Anglia Ruskin University, UK","institution_ids":["https://openalex.org/I51216347"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056479528","display_name":"Benjamin A. Evans","orcid":"https://orcid.org/0000-0001-6849-9758"},"institutions":[{"id":"https://openalex.org/I130343225","display_name":"Universiti Putra Malaysia","ror":"https://ror.org/02e91jd64","country_code":"MY","type":"education","lineage":["https://openalex.org/I130343225"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Benjamin A. Evans","raw_affiliation_strings":["Institute of Advance Technology, University Putra Malaysia, Selangor, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Advance Technology, University Putra Malaysia, Selangor, Malaysia","institution_ids":["https://openalex.org/I130343225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014802511","display_name":"Nor Azah Yusof","orcid":"https://orcid.org/0000-0002-1400-5764"},"institutions":[{"id":"https://openalex.org/I130343225","display_name":"Universiti Putra Malaysia","ror":"https://ror.org/02e91jd64","country_code":"MY","type":"education","lineage":["https://openalex.org/I130343225"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Nor A. Yusof","raw_affiliation_strings":["Institute of Advance Technology, University Putra Malaysia, Selangor, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Advance Technology, University Putra Malaysia, Selangor, Malaysia","institution_ids":["https://openalex.org/I130343225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100659500","display_name":"Md. Alamgir Hossain","orcid":"https://orcid.org/0000-0001-6707-1506"},"institutions":[{"id":"https://openalex.org/I130343225","display_name":"Universiti Putra Malaysia","ror":"https://ror.org/02e91jd64","country_code":"MY","type":"education","lineage":["https://openalex.org/I130343225"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"M. A. Hossain","raw_affiliation_strings":["Institute of Advance Technology, University Putra Malaysia, Selangor, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Advance Technology, University Putra Malaysia, Selangor, Malaysia","institution_ids":["https://openalex.org/I130343225"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.1084,"has_fulltext":true,"cited_by_count":16,"citation_normalized_percentile":{"value":0.89705882,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"2017","issue":null,"first_page":"4512","last_page":"4515"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13114","display_name":"Image Processing Techniques and Applications","score":0.9976999759674072,"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"}},"topics":[{"id":"https://openalex.org/T13114","display_name":"Image Processing Techniques and Applications","score":0.9976999759674072,"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":0.9901999831199646,"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/T11393","display_name":"Biosensors and Analytical Detection","score":0.9860000014305115,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7193649411201477},{"id":"https://openalex.org/keywords/thresholding","display_name":"Thresholding","score":0.7040085196495056},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5952867269515991},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.4744128882884979},{"id":"https://openalex.org/keywords/tuberculosis","display_name":"Tuberculosis","score":0.4469156861305237},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.44301438331604004},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.42462679743766785},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4156007468700409},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4113403856754303},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.22552251815795898},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1204562783241272}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7193649411201477},{"id":"https://openalex.org/C191178318","wikidata":"https://www.wikidata.org/wiki/Q2256906","display_name":"Thresholding","level":3,"score":0.7040085196495056},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5952867269515991},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.4744128882884979},{"id":"https://openalex.org/C2781069245","wikidata":"https://www.wikidata.org/wiki/Q12204","display_name":"Tuberculosis","level":2,"score":0.4469156861305237},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.44301438331604004},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.42462679743766785},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4156007468700409},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4113403856754303},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.22552251815795898},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1204562783241272},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003116","descriptor_name":"Color","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003116","descriptor_name":"Color","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003116","descriptor_name":"Color","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004797","descriptor_name":"Enzyme-Linked Immunosorbent Assay","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004797","descriptor_name":"Enzyme-Linked Immunosorbent Assay","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004797","descriptor_name":"Enzyme-Linked Immunosorbent Assay","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005103","descriptor_name":"Expert Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005103","descriptor_name":"Expert Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005103","descriptor_name":"Expert Systems","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":"D014376","descriptor_name":"Tuberculosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014376","descriptor_name":"Tuberculosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014376","descriptor_name":"Tuberculosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1109/embc.2017.8037859","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2017.8037859","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:29060900","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/29060900","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":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null},{"id":"pmh:oai:ueaeprints.uea.ac.uk:64980","is_oa":true,"landing_page_url":null,"pdf_url":"https://ueaeprints.uea.ac.uk/id/eprint/64980/1/Accepted_manuscript.pdf","source":{"id":"https://openalex.org/S4306400384","display_name":"UEA Digital Repository (University of East Anglia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1118541","host_organization_name":"University of East Anglia","host_organization_lineage":["https://openalex.org/I1118541"],"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":"NonPeerReviewed"}],"best_oa_location":{"id":"pmh:oai:ueaeprints.uea.ac.uk:64980","is_oa":true,"landing_page_url":null,"pdf_url":"https://ueaeprints.uea.ac.uk/id/eprint/64980/1/Accepted_manuscript.pdf","source":{"id":"https://openalex.org/S4306400384","display_name":"UEA Digital Repository (University of East Anglia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1118541","host_organization_name":"University of East Anglia","host_organization_lineage":["https://openalex.org/I1118541"],"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":"NonPeerReviewed"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320311962","display_name":"Anglia Ruskin University","ror":"https://ror.org/0009t4v78"},{"id":"https://openalex.org/F4320322714","display_name":"Universiti Putra Malaysia","ror":"https://ror.org/02e91jd64"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2756301015.pdf","grobid_xml":"https://content.openalex.org/works/W2756301015.grobid-xml"},"referenced_works_count":11,"referenced_works":["https://openalex.org/W1992109923","https://openalex.org/W2005257509","https://openalex.org/W2027805608","https://openalex.org/W2052258464","https://openalex.org/W2142916759","https://openalex.org/W2152345838","https://openalex.org/W2200746195","https://openalex.org/W2295328461","https://openalex.org/W2333081645","https://openalex.org/W2473801712","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2551390060","https://openalex.org/W2350588503","https://openalex.org/W2181351615","https://openalex.org/W2347731544","https://openalex.org/W2045391057","https://openalex.org/W2018206842","https://openalex.org/W2047939071","https://openalex.org/W3175271736","https://openalex.org/W2386894152","https://openalex.org/W2111363136"],"abstract_inverted_index":{"Tuberculosis":[0],"(TB)":[1],"remains":[2],"one":[3],"of":[4,63,70,74,79,85,106,110,120],"the":[5,18,24,68,77,86,104,107,111,136],"most":[6],"devastating":[7],"infectious":[8],"diseases":[9],"and":[10,56,96,163],"its":[11],"treatment":[12],"efficiency":[13],"is":[14,27],"majorly":[15],"influenced":[16],"by":[17,76,116],"stage":[19],"at":[20],"which":[21],"infection":[22],"with":[23,167],"TB":[25,33,133,153],"bacterium":[26],"diagnosed.":[28],"The":[29,90,122,156],"available":[30],"methods":[31],"for":[32,50,82,98],"diagnosis":[34,62],"are":[35],"either":[36],"time":[37],"consuming,":[38],"costly":[39],"or":[40],"not":[41],"efficient.":[42],"This":[43,101],"study":[44],"employs":[45],"a":[46,71],"signal":[47],"generation":[48],"mechanism":[49],"biosensing,":[51],"known":[52],"as":[53],"Plasmonic":[54,65,112],"ELISA,":[55],"computational":[57,91],"intelligence":[58],"to":[59,151],"facilitate":[60],"automatic":[61],"TB.":[64],"ELISA":[66,113],"enables":[67],"detection":[69,88],"few":[72],"molecules":[73],"analyte":[75],"incorporation":[78],"smart":[80],"nanomaterials":[81],"better":[83],"sensitivity":[84],"developed":[87],"system.":[89],"system":[92,150,158],"uses":[93],"k-means":[94],"clustering":[95],"thresholding":[97],"image":[99],"segmentation.":[100],"paper":[102],"presents":[103],"results":[105,125],"classification":[108],"performance":[109],"imaging":[114],"data":[115,138],"using":[117,135],"various":[118],"types":[119],"classifiers.":[121],"five-fold":[123],"cross-validation":[124],"show":[126],"high":[127],"accuracy":[128],"rate":[129],"(>97%)":[130],"in":[131,154,165,170],"classifying":[132],"images":[134],"entire":[137],"set.":[139],"Future":[140],"work":[141],"will":[142,159],"focus":[143],"on":[144],"developing":[145],"an":[146],"intelligent":[147,157],"mobile-enabled":[148],"expert":[149],"diagnose":[152],"real-time.":[155],"be":[160],"clinically":[161],"validated":[162],"tested":[164],"collaboration":[166],"healthcare":[168],"providers":[169],"Malaysia.":[171]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
