{"id":"https://openalex.org/W4400116862","doi":"https://doi.org/10.1145/3665689.3665733","title":"Classification and Identification of Male Hair Loss based on Deep Learning","display_name":"Classification and Identification of Male Hair Loss based on Deep Learning","publication_year":2024,"publication_date":"2024-01-26","ids":{"openalex":"https://openalex.org/W4400116862","doi":"https://doi.org/10.1145/3665689.3665733"},"language":"en","primary_location":{"id":"doi:10.1145/3665689.3665733","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3665689.3665733","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 4th International Conference on Bioinformatics and Intelligent Computing","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/A5008815974","display_name":"Lanhui Liu","orcid":"https://orcid.org/0009-0006-8738-1257"},"institutions":[{"id":"https://openalex.org/I94625822","display_name":"Northern University of Malaysia","ror":"https://ror.org/01ss10648","country_code":"MY","type":"education","lineage":["https://openalex.org/I94625822"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Lanhui Liu","raw_affiliation_strings":["School of Education, College of Arts and Sciences, Universiti Utara Malaysia, Malaysia"],"raw_orcid":"https://orcid.org/0009-0006-8738-1257","affiliations":[{"raw_affiliation_string":"School of Education, College of Arts and Sciences, Universiti Utara Malaysia, Malaysia","institution_ids":["https://openalex.org/I94625822"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058247464","display_name":"Nor Intan Saniah Sulaiman","orcid":"https://orcid.org/0000-0002-5793-618X"},"institutions":[{"id":"https://openalex.org/I94625822","display_name":"Northern University of Malaysia","ror":"https://ror.org/01ss10648","country_code":"MY","type":"education","lineage":["https://openalex.org/I94625822"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Nor Intan Saniah Sulaiman","raw_affiliation_strings":["School of Quantitative Sciences, College of Arts and Sciences, Universiti Utara Malaysia, Malaysia"],"raw_orcid":"https://orcid.org/0000-0002-5793-618X","affiliations":[{"raw_affiliation_string":"School of Quantitative Sciences, College of Arts and Sciences, Universiti Utara Malaysia, Malaysia","institution_ids":["https://openalex.org/I94625822"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042603501","display_name":"F. Liu","orcid":"https://orcid.org/0009-0004-0327-1065"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fan Liu","raw_affiliation_strings":["School of Mathematics and Statistics, Central South University, China"],"raw_orcid":"https://orcid.org/0009-0004-0327-1065","affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, Central South University, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055110198","display_name":"Shuya Zhou","orcid":"https://orcid.org/0009-0008-2245-9214"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuya Zhou","raw_affiliation_strings":["School of Mathematics and Statistics, Central South University, China"],"raw_orcid":"https://orcid.org/0009-0008-2245-9214","affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, Central South University, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111242212","display_name":"Zhendong Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhendong Huang","raw_affiliation_strings":["School of Computer Science and Engineering, Central South University, China"],"raw_orcid":"https://orcid.org/0009-0008-3326-6258","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Central South University, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071717237","display_name":"Y. Nguyen Tan","orcid":"https://orcid.org/0009-0002-8217-1614"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuhao Tan","raw_affiliation_strings":["School of Computer Science and Engineering, Central South University, China"],"raw_orcid":"https://orcid.org/0009-0002-8217-1614","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Central South University, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102823047","display_name":"Cong Cao","orcid":"https://orcid.org/0000-0002-6853-6421"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cong Cao","raw_affiliation_strings":["School of Mathematics and Statistics, Central South University, China"],"raw_orcid":"https://orcid.org/0000-0002-6853-6421","affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, Central South University, China","institution_ids":["https://openalex.org/I139660479"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5008815974"],"corresponding_institution_ids":["https://openalex.org/I94625822"],"apc_list":null,"apc_paid":null,"fwci":1.0195,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.7567671,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"252","last_page":"257"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11167","display_name":"Hair Growth and Disorders","score":0.9702000021934509,"subfield":{"id":"https://openalex.org/subfields/2748","display_name":"Urology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11167","display_name":"Hair Growth and Disorders","score":0.9702000021934509,"subfield":{"id":"https://openalex.org/subfields/2748","display_name":"Urology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11595","display_name":"Textile materials and evaluations","score":0.9351999759674072,"subfield":{"id":"https://openalex.org/subfields/2507","display_name":"Polymers and Plastics"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.7617504000663757},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6209515929222107},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.589076817035675},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5053079724311829},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3786129951477051},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.341294527053833},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.11386802792549133}],"concepts":[{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.7617504000663757},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6209515929222107},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.589076817035675},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5053079724311829},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3786129951477051},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.341294527053833},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.11386802792549133},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3665689.3665733","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3665689.3665733","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 4th International Conference on Bioinformatics and Intelligent Computing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/5","display_name":"Gender equality","score":0.75}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2037448187","https://openalex.org/W2049821660","https://openalex.org/W3006527846","https://openalex.org/W3024836211","https://openalex.org/W4210736157","https://openalex.org/W4220966385","https://openalex.org/W4281867442","https://openalex.org/W4292179390","https://openalex.org/W4306385799","https://openalex.org/W4309459733","https://openalex.org/W4313162804"],"related_works":["https://openalex.org/W2731899572","https://openalex.org/W3215138031","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2772917594","https://openalex.org/W2775347418","https://openalex.org/W2166024367","https://openalex.org/W3009238340","https://openalex.org/W3116076068","https://openalex.org/W2229312674"],"abstract_inverted_index":{"In":[0,98],"recent":[1],"years,":[2],"the":[3,12,47,64,78,89,113,143],"public":[4],"has":[5],"paid":[6],"more":[7,9],"and":[8,42,96,107],"attention":[10],"to":[11,21,28,37,69,111],"problem":[13],"of":[14,49,80,115,145],"hair":[15,50,58,72,82,117,147],"loss,":[16],"which":[17,93],"not":[18],"only":[19],"leads":[20],"a":[22,29,138],"negative":[23],"impact":[24],"on":[25],"personal":[26],"image":[27],"certain":[30],"extent":[31],"but":[32],"also":[33],"may":[34],"cause":[35],"patients":[36],"have":[38],"psychological":[39],"inferiority":[40],"feelings":[41],"even":[43],"mental":[44],"illness.":[45],"Detecting":[46],"stages":[48],"loss":[51,83,118],"in":[52,129],"men":[53],"is":[54,63,94,137],"essential":[55],"for":[56,141],"treating":[57],"loss.":[59,73,148],"The":[60,120],"Hamilton-Norwood":[61,90],"classification":[62,91],"most":[65],"commonly":[66],"used":[67,110],"method":[68],"describe":[70],"male":[71,81,116,131,146],"However,":[74],"clinicians":[75],"often":[76],"estimate":[77],"stage":[79,114],"by":[84],"visual":[85],"inspection":[86],"combined":[87],"with":[88],"scale,":[92],"subjective":[95],"time-consuming.":[97],"this":[99],"paper,":[100],"three":[101],"deep":[102,135],"learning":[103,136],"methods,":[104],"VGG16,":[105],"ResNet-50,":[106],"RegNet-64,":[108],"were":[109],"detect":[112],"automatically.":[119],"experimental":[121],"results":[122],"show":[123],"that":[124,134],"RegNet-64":[125],"achieves":[126],"93.08%":[127],"accuracy":[128],"classifying":[130],"baldness,":[132],"indicating":[133],"good":[139],"choice":[140],"assessing":[142],"severity":[144]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
