{"id":"https://openalex.org/W3113555537","doi":"https://doi.org/10.1109/tencon50793.2020.9293927","title":"Non-Intrusive Diabetes Pre-diagnosis using Fingerprint Analysis with Multilayer Perceptron","display_name":"Non-Intrusive Diabetes Pre-diagnosis using Fingerprint Analysis with Multilayer Perceptron","publication_year":2020,"publication_date":"2020-11-16","ids":{"openalex":"https://openalex.org/W3113555537","doi":"https://doi.org/10.1109/tencon50793.2020.9293927","mag":"3113555537"},"language":"en","primary_location":{"id":"doi:10.1109/tencon50793.2020.9293927","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tencon50793.2020.9293927","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE REGION 10 CONFERENCE (TENCON)","raw_type":"proceedings-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/A5031829873","display_name":"Denzel Theo T. Cruz","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Denzel Theo T. Cruz","raw_affiliation_strings":["College of Engineering, First Asia Institute of Technology and Humanities, Tanauan City, Batangas, Philippines"],"affiliations":[{"raw_affiliation_string":"College of Engineering, First Asia Institute of Technology and Humanities, Tanauan City, Batangas, Philippines","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022687543","display_name":"Arles Vincent J. Ibo","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Arles Vincent J. Ibo","raw_affiliation_strings":["College of Engineering, First Asia Institute of Technology and Humanities, Tanauan City, Batangas, Philippines"],"affiliations":[{"raw_affiliation_string":"College of Engineering, First Asia Institute of Technology and Humanities, Tanauan City, Batangas, Philippines","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040467224","display_name":"John Meldwin G. Talavera","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"John Meldwin G. Talavera","raw_affiliation_strings":["College of Engineering, First Asia Institute of Technology and Humanities, Tanauan City, Batangas, Philippines"],"affiliations":[{"raw_affiliation_string":"College of Engineering, First Asia Institute of Technology and Humanities, Tanauan City, Batangas, Philippines","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033948675","display_name":"Adonis S. Santos","orcid":"https://orcid.org/0000-0003-4665-2509"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Adonis S. Santos","raw_affiliation_strings":["College of Engineering, First Asia Institute of Technology and Humanities, Tanauan City, Batangas, Philippines"],"affiliations":[{"raw_affiliation_string":"College of Engineering, First Asia Institute of Technology and Humanities, Tanauan City, Batangas, Philippines","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001970766","display_name":"Francis A. Malabanan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Francis A. Malabanan","raw_affiliation_strings":["College of Engineering, First Asia Institute of Technology and Humanities, Tanauan City, Batangas, Philippines"],"affiliations":[{"raw_affiliation_string":"College of Engineering, First Asia Institute of Technology and Humanities, Tanauan City, Batangas, Philippines","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068339090","display_name":"Jay Nickson T. Tabing","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jay Nickson T. Tabing","raw_affiliation_strings":["College of Engineering, First Asia Institute of Technology and Humanities, Tanauan City, Batangas, Philippines"],"affiliations":[{"raw_affiliation_string":"College of Engineering, First Asia Institute of Technology and Humanities, Tanauan City, Batangas, Philippines","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065278085","display_name":"Christopher B. Escarez","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Christopher B. Escarez","raw_affiliation_strings":["College of Engineering, First Asia Institute of Technology and Humanities, Tanauan City, Batangas, Philippines"],"affiliations":[{"raw_affiliation_string":"College of Engineering, First Asia Institute of Technology and Humanities, Tanauan City, Batangas, Philippines","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5031829873"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.15687953,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"229","last_page":"234"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10828","display_name":"Biometric Identification and Security","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10828","display_name":"Biometric Identification and Security","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10862","display_name":"AI in cancer detection","score":0.9718999862670898,"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/T14333","display_name":"Dermatoglyphics and Human Traits","score":0.9607999920845032,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"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/computer-science","display_name":"Computer science","score":0.6514865159988403},{"id":"https://openalex.org/keywords/fingerprint","display_name":"Fingerprint (computing)","score":0.6433925032615662},{"id":"https://openalex.org/keywords/python","display_name":"Python (programming language)","score":0.6176110506057739},{"id":"https://openalex.org/keywords/java","display_name":"Java","score":0.6136358976364136},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"Multilayer perceptron","score":0.6028002500534058},{"id":"https://openalex.org/keywords/histogram","display_name":"Histogram","score":0.5562067627906799},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5442365407943726},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.5143948197364807},{"id":"https://openalex.org/keywords/diabetes-mellitus","display_name":"Diabetes mellitus","score":0.50227952003479},{"id":"https://openalex.org/keywords/fingerprint-recognition","display_name":"Fingerprint recognition","score":0.4739508628845215},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3490901291370392},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.31823021173477173},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2960745394229889},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.29551953077316284},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.10495984554290771}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6514865159988403},{"id":"https://openalex.org/C2777826928","wikidata":"https://www.wikidata.org/wiki/Q3745713","display_name":"Fingerprint (computing)","level":2,"score":0.6433925032615662},{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.6176110506057739},{"id":"https://openalex.org/C548217200","wikidata":"https://www.wikidata.org/wiki/Q251","display_name":"Java","level":2,"score":0.6136358976364136},{"id":"https://openalex.org/C179717631","wikidata":"https://www.wikidata.org/wiki/Q2991667","display_name":"Multilayer perceptron","level":3,"score":0.6028002500534058},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.5562067627906799},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5442365407943726},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.5143948197364807},{"id":"https://openalex.org/C555293320","wikidata":"https://www.wikidata.org/wiki/Q12206","display_name":"Diabetes mellitus","level":2,"score":0.50227952003479},{"id":"https://openalex.org/C168406668","wikidata":"https://www.wikidata.org/wiki/Q178022","display_name":"Fingerprint recognition","level":3,"score":0.4739508628845215},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3490901291370392},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.31823021173477173},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2960745394229889},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.29551953077316284},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.10495984554290771},{"id":"https://openalex.org/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tencon50793.2020.9293927","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tencon50793.2020.9293927","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE REGION 10 CONFERENCE (TENCON)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8500000238418579,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W290558489","https://openalex.org/W2305653031","https://openalex.org/W2476471782","https://openalex.org/W2786785058","https://openalex.org/W2907811000"],"related_works":["https://openalex.org/W3014822659","https://openalex.org/W2117826006","https://openalex.org/W4362496757","https://openalex.org/W2051501574","https://openalex.org/W2124627279","https://openalex.org/W2050967184","https://openalex.org/W2566091814","https://openalex.org/W2114937328","https://openalex.org/W2148654711","https://openalex.org/W2608025327"],"abstract_inverted_index":{"In":[0],"the":[1,4,9,26,31,37,41,44,49,57,70,77,84,143],"Western":[2],"Pacific,":[3],"Philippines":[5],"ranks":[6,23],"fifth":[7],"in":[8,30,48],"number":[10,45],"of":[11,28,34,36,46,86,91,119],"diagnosed":[12],"diabetics.":[13],"According":[14],"to":[15,53,66,94,108],"Philippine":[16],"Statistics":[17],"Authority's":[18],"2016":[19],"report,":[20],"Diabetes":[21],"Mellitus":[22],"sixth":[24],"as":[25],"cause":[27],"death":[29],"country":[32,50],"comprising":[33],"5.7%":[35],"total":[38],"deaths.":[39],"With":[40],"increasing":[42],"urbanization,":[43],"diabetics":[47],"is":[51,125],"expected":[52],"grow,":[54],"but":[55],"with":[56,89],"recent":[58],"technological":[59],"advancements,":[60],"artificial":[61],"intelligence":[62],"could":[63,73],"be":[64],"used":[65],"facilitate":[67],"and":[68,102,104,138],"diagnose":[69],"people":[71],"who":[72],"potentially":[74],"suffer":[75],"from":[76],"said":[78],"disease.":[79],"This":[80],"study":[81],"focuses":[82],"on":[83],"implementation":[85],"Multilayer":[87],"Perceptron":[88],"Histogram":[90],"Oriented":[92],"Gradient":[93],"classify":[95],"different":[96],"fingerprint":[97,140],"patterns,":[98],"namely":[99],"arch,":[100],"loops,":[101],"whorls":[103],"lastly":[105],"Logistic":[106],"Regression":[107],"predict":[109],"whether":[110],"a":[111,114,121,128],"person":[112],"has":[113],"high":[115],"or":[116],"low":[117],"chance":[118],"having":[120],"diabetes.":[122],"The":[123],"system":[124,132],"implemented":[126],"using":[127],"64-bit":[129],"Windows":[130],"operating":[131],"through":[133],"Python,":[134],"java":[135],"programming":[136],"languages,":[137],"U.are.U":[139],"scanner":[141],"for":[142],"input":[144],"images.":[145]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}