{"id":"https://openalex.org/W7166324091","doi":"https://doi.org/10.1002/jctb.70231","title":"Nanotechnology based electrochemical estimation of kaempferol: the challenges, future perspectives and artificial intelligence","display_name":"Nanotechnology based electrochemical estimation of kaempferol: the challenges, future perspectives and artificial intelligence","publication_year":2026,"publication_date":"2026-06-27","ids":{"openalex":"https://openalex.org/W7166324091","doi":"https://doi.org/10.1002/jctb.70231"},"language":"en","primary_location":{"id":"doi:10.1002/jctb.70231","doi":"https://doi.org/10.1002/jctb.70231","is_oa":false,"landing_page_url":"https://doi.org/10.1002/jctb.70231","pdf_url":null,"source":{"id":"https://openalex.org/S112095004","display_name":"Journal of Chemical Technology & Biotechnology","issn_l":"0142-0356","issn":["0142-0356","0268-2575","1097-4660","1935-181X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-c","jufo-1","norway-1","poland-70","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Chemical Technology & Biotechnology","raw_type":"journal-article"},"volume":null,"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/A5100601538","display_name":"Imran Ali","orcid":"https://orcid.org/0000-0001-6511-8374","observed_orcids":["https://orcid.org/0000-0001-6511-8374"]},"institutions":[{"id":"https://openalex.org/I59475050","display_name":"Jamia Millia Islamia","ror":"https://ror.org/00pnhhv55","country_code":"IN","type":"education","lineage":["https://openalex.org/I59475050"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Imran Ali","raw_affiliation_strings":["Department of Chemistry Jamia Millia Islamia  New Delhi India"],"raw_orcid":"https://orcid.org/0000-0001-6511-8374","affiliations":[{"raw_affiliation_string":"Department of Chemistry Jamia Millia Islamia  New Delhi India","institution_ids":["https://openalex.org/I59475050"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083269383","display_name":"Ersin Dem\u0131r","orcid":"https://orcid.org/0000-0001-9180-0609","observed_orcids":["https://orcid.org/0000-0001-9180-0609"]},"institutions":[{"id":"https://openalex.org/I4387154071","display_name":"Afyonkarahisar Sa\u011fl\u0131k Bilimleri \u00dcniversitesi","ror":"https://ror.org/00sfg6g55","country_code":null,"type":"education","lineage":["https://openalex.org/I4387154071"]}],"countries":[],"is_corresponding":false,"raw_author_name":"Ersin Demir","raw_affiliation_strings":["Department of Analytical Chemistry, Faculty of Pharmacy Afyonkarahisar Health Sciences University  Afyonkarahisar T\u00fcrkiye"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Analytical Chemistry, Faculty of Pharmacy Afyonkarahisar Health Sciences University  Afyonkarahisar T\u00fcrkiye","institution_ids":["https://openalex.org/I4387154071"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139497415","display_name":"Mustafa Kocak","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4387154071","display_name":"Afyonkarahisar Sa\u011fl\u0131k Bilimleri \u00dcniversitesi","ror":"https://ror.org/00sfg6g55","country_code":null,"type":"education","lineage":["https://openalex.org/I4387154071"]}],"countries":[],"is_corresponding":false,"raw_author_name":"Mustafa Kocak","raw_affiliation_strings":["Department of Analytical Chemistry, Faculty of Pharmacy Afyonkarahisar Health Sciences University  Afyonkarahisar T\u00fcrkiye"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Analytical Chemistry, Faculty of Pharmacy Afyonkarahisar Health Sciences University  Afyonkarahisar T\u00fcrkiye","institution_ids":["https://openalex.org/I4387154071"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139505779","display_name":"Havva Oztemur","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4387154071","display_name":"Afyonkarahisar Sa\u011fl\u0131k Bilimleri \u00dcniversitesi","ror":"https://ror.org/00sfg6g55","country_code":null,"type":"education","lineage":["https://openalex.org/I4387154071"]}],"countries":[],"is_corresponding":false,"raw_author_name":"Havva Oztemur","raw_affiliation_strings":["Department of Analytical Chemistry, Faculty of Pharmacy Afyonkarahisar Health Sciences University  Afyonkarahisar T\u00fcrkiye"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Analytical Chemistry, Faculty of Pharmacy Afyonkarahisar Health Sciences University  Afyonkarahisar T\u00fcrkiye","institution_ids":["https://openalex.org/I4387154071"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083542521","display_name":"Marcello Locatelli","orcid":"https://orcid.org/0000-0002-0840-825X","observed_orcids":["https://orcid.org/0000-0002-0840-825X"]},"institutions":[{"id":"https://openalex.org/I39387349","display_name":"University of Chieti-Pescara","ror":"https://ror.org/00qjgza05","country_code":"IT","type":"education","lineage":["https://openalex.org/I39387349"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marcello Locatelli","raw_affiliation_strings":["Department of Science University \u201cG. d'Annunzio\u201d of Chieti\u2010Pescara  Chieti Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Science University \u201cG. d'Annunzio\u201d of Chieti\u2010Pescara  Chieti Italy","institution_ids":["https://openalex.org/I39387349"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086895412","display_name":"Musa A. Said","orcid":"https://orcid.org/0000-0003-3073-5449","observed_orcids":["https://orcid.org/0000-0003-3073-5449"]},"institutions":[{"id":"https://openalex.org/I4210151290","display_name":"Islamic University of Madinah","ror":"https://ror.org/03rcp1y74","country_code":"SA","type":"education","lineage":["https://openalex.org/I4210151290"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Musa A. Said","raw_affiliation_strings":["Department of Chemistry, Faculty of Science Islamic University of Madinah  Madinah Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Chemistry, Faculty of Science Islamic University of Madinah  Madinah Saudi Arabia","institution_ids":["https://openalex.org/I4210151290"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002884720","display_name":"Mouslim Messali","orcid":"https://orcid.org/0000-0003-0224-5231","observed_orcids":["https://orcid.org/0000-0003-0224-5231"]},"institutions":[{"id":"https://openalex.org/I240666556","display_name":"Imam Mohammad ibn Saud Islamic University","ror":"https://ror.org/05gxjyb39","country_code":"SA","type":"education","lineage":["https://openalex.org/I240666556"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Mouslim Messali","raw_affiliation_strings":["Department of Chemistry, College of Science Imam Mohammad Ibn Saud Islamic University (IMSIU)  Riyadh Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Chemistry, College of Science Imam Mohammad Ibn Saud Islamic University (IMSIU)  Riyadh Saudi Arabia","institution_ids":["https://openalex.org/I240666556"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":4100,"currency":"USD","value_usd":4100},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.3957942,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"101","issue":"11","first_page":"2193","last_page":"2207"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10212","display_name":"Electrochemical sensors and biosensors","score":0.9448000192642212,"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/T10212","display_name":"Electrochemical sensors and biosensors","score":0.9448000192642212,"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/T11434","display_name":"Electrochemical Analysis and Applications","score":0.05249999836087227,"subfield":{"id":"https://openalex.org/subfields/1603","display_name":"Electrochemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10207","display_name":"Advanced biosensing and bioanalysis techniques","score":0.00039999998989515007,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"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"}}],"keywords":[{"id":"https://openalex.org/keywords/kaempferol","display_name":"kaempferol","score":0.9559999704360962},{"id":"https://openalex.org/keywords/electrochemical-sensing","display_name":"electrochemical sensing","score":0.8090000152587891},{"id":"https://openalex.org/keywords/voltammetric-determination","display_name":"voltammetric determination","score":0.7429999709129333},{"id":"https://openalex.org/keywords/nanomaterial-modified-electrodes","display_name":"nanomaterial-modified electrodes","score":0.8289999961853027},{"id":"https://openalex.org/keywords/metal-nanoparticles","display_name":"metal nanoparticles","score":0.9110000133514404},{"id":"https://openalex.org/keywords/carbon-nanomaterials","display_name":"carbon nanomaterials","score":0.9959999918937683},{"id":"https://openalex.org/keywords/metal-organic-frameworks","display_name":"metal-organic frameworks","score":0.9900000095367432},{"id":"https://openalex.org/keywords/conducting-polymers","display_name":"conducting polymers","score":0.996999979019165},{"id":"https://openalex.org/keywords/flavonoid-detection","display_name":"flavonoid detection","score":0.7120000123977661},{"id":"https://openalex.org/keywords/electrode-fouling","display_name":"electrode fouling","score":0.7089999914169312},{"id":"https://openalex.org/keywords/molecularly-imprinted-sensor","display_name":"molecularly imprinted sensor","score":0.8289999961853027},{"id":"https://openalex.org/keywords/paper-based-sensors","display_name":"paper-based sensors","score":0.7900000214576721},{"id":"https://openalex.org/keywords/smartphone-sensing","display_name":"smartphone sensing","score":0.6610000133514404},{"id":"https://openalex.org/keywords/machine-learning","display_name":"machine learning","score":0.7540000081062317},{"id":"https://openalex.org/keywords/chemometrics","display_name":"chemometrics","score":0.8980000019073486},{"id":"https://openalex.org/keywords/deep-learning","display_name":"deep learning","score":0.6850000023841858},{"id":"https://openalex.org/keywords/food-safety","display_name":"food safety","score":0.8700000047683716},{"id":"https://openalex.org/keywords/drug-quantification","display_name":"pharmaceutical analysis","score":0.8740000128746033},{"id":"https://openalex.org/keywords/diagnosis","display_name":"diagnosis","score":0.8939999938011169}],"concepts":[{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.6256999969482422},{"id":"https://openalex.org/C63000827","wikidata":"https://www.wikidata.org/wiki/Q3080428","display_name":"Software portability","level":2,"score":0.5672000050544739},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4912000000476837},{"id":"https://openalex.org/C2988629283","wikidata":"https://www.wikidata.org/wiki/Q44337","display_name":"Complex matrix","level":2,"score":0.4867999851703644},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37310001254081726},{"id":"https://openalex.org/C52859227","wikidata":"https://www.wikidata.org/wiki/Q7877","display_name":"Electrochemistry","level":3,"score":0.3549000024795532},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.3440000116825104},{"id":"https://openalex.org/C183696295","wikidata":"https://www.wikidata.org/wiki/Q2487696","display_name":"Biochemical engineering","level":1,"score":0.3400999903678894},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.30480000376701355},{"id":"https://openalex.org/C17525397","wikidata":"https://www.wikidata.org/wiki/Q176140","display_name":"Electrode","level":2,"score":0.3003000020980835},{"id":"https://openalex.org/C2779525745","wikidata":"https://www.wikidata.org/wiki/Q5275361","display_name":"Differential pulse voltammetry","level":5,"score":0.2890999913215637},{"id":"https://openalex.org/C106487976","wikidata":"https://www.wikidata.org/wiki/Q685816","display_name":"Matrix (chemical analysis)","level":2,"score":0.27239999175071716},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.25220000743865967}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1002/jctb.70231","doi":"https://doi.org/10.1002/jctb.70231","is_oa":false,"landing_page_url":"https://doi.org/10.1002/jctb.70231","pdf_url":null,"source":{"id":"https://openalex.org/S112095004","display_name":"Journal of Chemical Technology & Biotechnology","issn_l":"0142-0356","issn":["0142-0356","0268-2575","1097-4660","1935-181X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-c","jufo-1","norway-1","poland-70","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Chemical Technology & Biotechnology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":65,"referenced_works":["https://openalex.org/W1594865598","https://openalex.org/W1886626438","https://openalex.org/W1963786499","https://openalex.org/W1964585684","https://openalex.org/W1964866087","https://openalex.org/W1970276520","https://openalex.org/W1970311360","https://openalex.org/W1986743683","https://openalex.org/W1989361797","https://openalex.org/W1991137627","https://openalex.org/W1991983035","https://openalex.org/W2001406178","https://openalex.org/W2002421430","https://openalex.org/W2010307906","https://openalex.org/W2012051229","https://openalex.org/W2020860112","https://openalex.org/W2021260752","https://openalex.org/W2028701250","https://openalex.org/W2032026226","https://openalex.org/W2035897122","https://openalex.org/W2039300501","https://openalex.org/W2039760808","https://openalex.org/W2041202025","https://openalex.org/W2041692462","https://openalex.org/W2042462542","https://openalex.org/W2046465841","https://openalex.org/W2046489678","https://openalex.org/W2049385210","https://openalex.org/W2063929746","https://openalex.org/W2074546105","https://openalex.org/W2096804835","https://openalex.org/W2123604744","https://openalex.org/W2126922819","https://openalex.org/W2143482681","https://openalex.org/W2146933403","https://openalex.org/W2156766475","https://openalex.org/W2159411030","https://openalex.org/W2415892858","https://openalex.org/W2464110351","https://openalex.org/W2570998350","https://openalex.org/W2941002759","https://openalex.org/W2967896209","https://openalex.org/W2979484996","https://openalex.org/W3143036104","https://openalex.org/W3152566237","https://openalex.org/W3156566198","https://openalex.org/W3168851032","https://openalex.org/W3202304439","https://openalex.org/W3216722495","https://openalex.org/W4224720964","https://openalex.org/W4281895445","https://openalex.org/W4283067552","https://openalex.org/W4290615267","https://openalex.org/W4366819773","https://openalex.org/W4388704964","https://openalex.org/W4388735189","https://openalex.org/W4390331765","https://openalex.org/W4396692540","https://openalex.org/W4396982010","https://openalex.org/W4399662596","https://openalex.org/W4402175176","https://openalex.org/W4409340593","https://openalex.org/W4409583706","https://openalex.org/W4413119797","https://openalex.org/W4417498240"],"related_works":[],"abstract_inverted_index":{"Abstract":[0],"This":[1],"article":[2],"describes":[3,37],"electroanalytical":[4],"methods":[5,146,183],"developed":[6],"over":[7],"the":[8,130,148,166,177],"last":[9],"25":[10],"years":[11],"for":[12,191],"kaempferol":[13,179],"(an":[14],"important":[15],"molecule)":[16],"detection,":[17],"with":[18],"a":[19],"main":[20],"emphasis":[21],"on":[22],"voltammetric":[23],"techniques":[24],"like":[25,85],"cyclic":[26],"voltammetry,":[27,30],"differential":[28],"pulse":[29],"and":[31,49,56,75,79,97,116,122,136,144,157,170,187,196],"square":[32],"wave":[33],"voltammetry.":[34],"Extensive":[35],"research":[36],"how":[38],"electrode":[39,86],"surface":[40],"alterations":[41],"(using":[42],"metal":[43],"nanoparticles,":[44],"carbon":[45],"nanomaterials,":[46],"metal\u2013organic":[47],"frameworks,":[48],"conductive":[50],"polymers)":[51],"enhance":[52],"electron":[53],"transfer":[54],"kinetics":[55],"analytical":[57],"performance.":[58],"These":[59],"nanostructured":[60],"devices":[61],"enabled":[62],"low\u2010level":[63],"detection":[64],"limits,":[65],"i.e.,":[66],"nano\u2010":[67],"to":[68,101,104,129,184],"picomolar":[69],"concentrations,":[70],"even":[71],"in":[72,139],"complex":[73],"biological":[74],"environmental":[76],"matrices,":[77],"foods,":[78],"pharmaceuticals.":[80],"Despite":[81],"these":[82],"improvements,":[83],"challenges":[84],"fouling,":[87],"matrix":[88],"interference,":[89],"overlapping":[90,152],"oxidation":[91],"signals":[92],"from":[93,181],"structurally":[94],"similar":[95],"flavonoids,":[96],"low":[98],"portability":[99],"continue":[100],"be":[102],"barriers":[103],"real\u2010world":[105],"sample":[106],"applications.":[107],"Furthermore,":[108],"this":[109,162],"review":[110,163],"highlights":[111],"emergent":[112],"solutions,":[113],"comprising":[114],"miniaturized":[115],"paper\u2010based":[117],"devices,":[118],"molecularly":[119],"imprinted":[120],"sensors,":[121],"smartphone\u2010integrated":[123],"platforms.":[124],"Special":[125],"attention":[126],"is":[127,173],"given":[128],"rising":[131],"role":[132],"of":[133,168,175,202],"artificial":[134,171],"intelligence":[135,172],"machine":[137],"learning":[138],"electrochemical":[140,178],"sensing,":[141],"where":[142],"chemometric":[143],"deep\u2010learning":[145],"advance":[147],"signal":[149],"processing,":[150],"solve":[151],"peaks,":[153],"decrease":[154],"human\u2010induced":[155],"errors,":[156],"permit":[158],"multi\u2010analyte":[159],"analyses.":[160,198],"Briefly,":[161],"proves":[164],"that":[165],"combination":[167],"nanotechnology":[169],"capable":[174],"transforming":[176],"determination":[180],"laboratory":[182],"portable,":[185],"robust,":[186],"intelligent":[188],"sensing":[189],"systems":[190],"clinical":[192],"diagnosis,":[193],"food":[194],"safety,":[195],"pharmaceutical":[197],"\u00a9":[199],"2026":[200],"Society":[201],"Chemical":[203],"Industry":[204],"(SCI).":[205]},"counts_by_year":[],"updated_date":"2026-10-10T09:11:00.788812","created_date":"2026-06-28T00:00:00"}