{"id":"https://openalex.org/W4301373634","doi":"https://doi.org/10.1109/rtsi55261.2022.9905187","title":"Machine Learning Approach for SPR based Photonic Crystal Fiber Sensor for Breast Cancer Cells Detection","display_name":"Machine Learning Approach for SPR based Photonic Crystal Fiber Sensor for Breast Cancer Cells Detection","publication_year":2022,"publication_date":"2022-08-24","ids":{"openalex":"https://openalex.org/W4301373634","doi":"https://doi.org/10.1109/rtsi55261.2022.9905187"},"language":"en","primary_location":{"id":"doi:10.1109/rtsi55261.2022.9905187","is_oa":false,"landing_page_url":"https://doi.org/10.1109/rtsi55261.2022.9905187","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 7th Forum on Research and Technologies for Society and Industry Innovation (RTSI)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5101502780","display_name":"Pankaj Verma","orcid":"https://orcid.org/0000-0003-2732-5465"},"institutions":[{"id":"https://openalex.org/I105094715","display_name":"National Institute of Technology Kurukshetra","ror":"https://ror.org/04909p852","country_code":"IN","type":"education","lineage":["https://openalex.org/I105094715"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Pankaj Verma","raw_affiliation_strings":["National Institute of Technology,Department of Electronics and communication Engineering,Kurukshetra,Haryana,India","Department of Electronics and communication Engineering, National Institute of Technology, Kurukshetra, Haryana, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Technology,Department of Electronics and communication Engineering,Kurukshetra,Haryana,India","institution_ids":["https://openalex.org/I105094715"]},{"raw_affiliation_string":"Department of Electronics and communication Engineering, National Institute of Technology, Kurukshetra, Haryana, India","institution_ids":["https://openalex.org/I105094715"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100602116","display_name":"Amit Kumar","orcid":"https://orcid.org/0000-0003-3996-6657"},"institutions":[{"id":"https://openalex.org/I105094715","display_name":"National Institute of Technology Kurukshetra","ror":"https://ror.org/04909p852","country_code":"IN","type":"education","lineage":["https://openalex.org/I105094715"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Amit Kumar","raw_affiliation_strings":["National Institute of Technology,Department of Electronics and communication Engineering,Kurukshetra,Haryana,India","Department of Electronics and communication Engineering, National Institute of Technology, Kurukshetra, Haryana, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Technology,Department of Electronics and communication Engineering,Kurukshetra,Haryana,India","institution_ids":["https://openalex.org/I105094715"]},{"raw_affiliation_string":"Department of Electronics and communication Engineering, National Institute of Technology, Kurukshetra, Haryana, India","institution_ids":["https://openalex.org/I105094715"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085100864","display_name":"Poonam Jindal","orcid":"https://orcid.org/0000-0002-3832-0945"},"institutions":[{"id":"https://openalex.org/I105094715","display_name":"National Institute of Technology Kurukshetra","ror":"https://ror.org/04909p852","country_code":"IN","type":"education","lineage":["https://openalex.org/I105094715"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Poonam Jindal","raw_affiliation_strings":["National Institute of Technology,Department of Electronics and communication Engineering,Kurukshetra,Haryana,India","Department of Electronics and communication Engineering, National Institute of Technology, Kurukshetra, Haryana, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Technology,Department of Electronics and communication Engineering,Kurukshetra,Haryana,India","institution_ids":["https://openalex.org/I105094715"]},{"raw_affiliation_string":"Department of Electronics and communication Engineering, National Institute of Technology, Kurukshetra, Haryana, India","institution_ids":["https://openalex.org/I105094715"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I105094715"],"apc_list":null,"apc_paid":null,"fwci":10.3252,"has_fulltext":false,"cited_by_count":28,"citation_normalized_percentile":{"value":0.99251163,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"7","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10846","display_name":"Photonic Crystal and Fiber Optics","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"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/T10846","display_name":"Photonic Crystal and Fiber Optics","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"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/T10205","display_name":"Advanced Fiber Optic Sensors","score":0.9965000152587891,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"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/T11569","display_name":"Optical Coherence Tomography Applications","score":0.9933000206947327,"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/surface-plasmon-resonance","display_name":"Surface plasmon resonance","score":0.7393829226493835},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.6270711421966553},{"id":"https://openalex.org/keywords/photonic-crystal-fiber","display_name":"Photonic-crystal fiber","score":0.6085851788520813},{"id":"https://openalex.org/keywords/biosensor","display_name":"Biosensor","score":0.508321225643158},{"id":"https://openalex.org/keywords/plasmon","display_name":"Plasmon","score":0.4819621741771698},{"id":"https://openalex.org/keywords/polarization","display_name":"Polarization (electrochemistry)","score":0.4396738111972809},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.4325476288795471},{"id":"https://openalex.org/keywords/wavelength","display_name":"Wavelength","score":0.4276151955127716},{"id":"https://openalex.org/keywords/optoelectronics","display_name":"Optoelectronics","score":0.36876970529556274},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.35458606481552124},{"id":"https://openalex.org/keywords/nanotechnology","display_name":"Nanotechnology","score":0.22771644592285156},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.17693671584129333},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.15607774257659912},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.14096742868423462},{"id":"https://openalex.org/keywords/nanoparticle","display_name":"Nanoparticle","score":0.08541792631149292}],"concepts":[{"id":"https://openalex.org/C106847996","wikidata":"https://www.wikidata.org/wiki/Q898756","display_name":"Surface plasmon resonance","level":3,"score":0.7393829226493835},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.6270711421966553},{"id":"https://openalex.org/C107157254","wikidata":"https://www.wikidata.org/wiki/Q1256244","display_name":"Photonic-crystal fiber","level":3,"score":0.6085851788520813},{"id":"https://openalex.org/C160756335","wikidata":"https://www.wikidata.org/wiki/Q669391","display_name":"Biosensor","level":2,"score":0.508321225643158},{"id":"https://openalex.org/C110879396","wikidata":"https://www.wikidata.org/wiki/Q58392","display_name":"Plasmon","level":2,"score":0.4819621741771698},{"id":"https://openalex.org/C205049153","wikidata":"https://www.wikidata.org/wiki/Q2698605","display_name":"Polarization (electrochemistry)","level":2,"score":0.4396738111972809},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.4325476288795471},{"id":"https://openalex.org/C6260449","wikidata":"https://www.wikidata.org/wiki/Q41364","display_name":"Wavelength","level":2,"score":0.4276151955127716},{"id":"https://openalex.org/C49040817","wikidata":"https://www.wikidata.org/wiki/Q193091","display_name":"Optoelectronics","level":1,"score":0.36876970529556274},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.35458606481552124},{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.22771644592285156},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.17693671584129333},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.15607774257659912},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.14096742868423462},{"id":"https://openalex.org/C155672457","wikidata":"https://www.wikidata.org/wiki/Q61231","display_name":"Nanoparticle","level":2,"score":0.08541792631149292},{"id":"https://openalex.org/C147789679","wikidata":"https://www.wikidata.org/wiki/Q11372","display_name":"Physical chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/rtsi55261.2022.9905187","is_oa":false,"landing_page_url":"https://doi.org/10.1109/rtsi55261.2022.9905187","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 7th Forum on Research and Technologies for Society and Industry Innovation (RTSI)","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":0.6899999976158142}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W97699796","https://openalex.org/W1618587350","https://openalex.org/W1982459888","https://openalex.org/W1986686752","https://openalex.org/W2039765710","https://openalex.org/W2095605848","https://openalex.org/W2120719592","https://openalex.org/W2137682223","https://openalex.org/W2247579490","https://openalex.org/W2808444757","https://openalex.org/W2841977963","https://openalex.org/W2886422817","https://openalex.org/W2888992486","https://openalex.org/W2918338205","https://openalex.org/W2962769419","https://openalex.org/W2979711203","https://openalex.org/W2986301600","https://openalex.org/W2992791178","https://openalex.org/W3002749186","https://openalex.org/W3028086874","https://openalex.org/W3095336079","https://openalex.org/W3099850302","https://openalex.org/W3126673244","https://openalex.org/W3127768354","https://openalex.org/W3133467073","https://openalex.org/W3134376176","https://openalex.org/W3137103086","https://openalex.org/W3139203330","https://openalex.org/W3174398780","https://openalex.org/W3203924339","https://openalex.org/W3207648312","https://openalex.org/W4205279853","https://openalex.org/W4224277822","https://openalex.org/W4225847428","https://openalex.org/W4241203049","https://openalex.org/W6766261273"],"related_works":["https://openalex.org/W4297897593","https://openalex.org/W4214851300","https://openalex.org/W2995780479","https://openalex.org/W4293168884","https://openalex.org/W2954984044","https://openalex.org/W2885324574","https://openalex.org/W4312223394","https://openalex.org/W3092766509","https://openalex.org/W2594007326","https://openalex.org/W2787491076"],"abstract_inverted_index":{"This":[0],"article":[1],"presents":[2],"a":[3],"highly":[4],"sensitive":[5],"gold/TiO2coated":[6],"photonic":[7],"crystal":[8],"fiber":[9],"(PCF)":[10],"biosensor":[11],"for":[12,82],"sensing":[13,138],"the":[14,28,32,42,55,63,70,98,104,107,119,141],"breast":[15,83],"cancer":[16,84,153],"cells.":[17],"The":[18,34,46],"surface":[19],"plasmon":[20],"resonance":[21,56],"(SPR)":[22],"mechanism":[23],"is":[24,77,121],"achieved":[25,78],"by":[26,41,53],"coating":[27],"hybrid":[29],"gold/TiO2layer":[30],"over":[31],"PCF.":[33],"simulation":[35],"and":[36,48,66,87,116,123,151,154],"numerical":[37],"analysis":[38],"are":[39,51],"done":[40],"finite":[43],"element":[44],"method.":[45],"normal":[47],"malignant":[49],"cells":[50,86],"detected":[52],"measuring":[54],"wavelength":[57,64,72],"shift":[58],"which":[59],"helps":[60],"to":[61],"estimate":[62],"sensitivity":[65,73],"resolution.":[67],"In":[68,102],"results,":[69],"maximum":[71],"in":[74,90,97],"x-polarization":[75],"mode":[76,92],"as":[79,148],"11,034":[80],"nm/RIU":[81,89],"MCF-7":[85],"9,285":[88],"y-polarization":[91],"with":[93,130],"very":[94],"low":[95,131],"resolution":[96],"range":[99],"of":[100,106,109,118,140],"$10^{-6}$RIU.":[101],"addition,":[103],"impact":[105],"presence":[108],"metallic":[110],"thin":[111],"film,":[112],"air":[113],"holes":[114],"pitch":[115],"RI":[117],"analytes":[120],"observed":[122],"optimized":[124],"through":[125],"supervised":[126],"machine":[127],"learning":[128],"approach":[129],"mean":[132],"square":[133],"error":[134],"(mse).":[135],"With":[136],"enhanced":[137],"performance":[139],"proposed":[142],"sensor,":[143],"it":[144],"can":[145],"be":[146],"used":[147],"fast,":[149],"efficient":[150],"low-cost":[152],"other":[155],"blood":[156],"related":[157],"disease":[158],"detection":[159],"device.":[160]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":6}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
