{"id":"https://openalex.org/W4392905582","doi":"https://doi.org/10.1109/acit58888.2023.10453748","title":"Polycystic Ovarian Syndrome Identification Through Self-Attention Guided Convolutional Neural Network","display_name":"Polycystic Ovarian Syndrome Identification Through Self-Attention Guided Convolutional Neural Network","publication_year":2023,"publication_date":"2023-12-06","ids":{"openalex":"https://openalex.org/W4392905582","doi":"https://doi.org/10.1109/acit58888.2023.10453748"},"language":"en","primary_location":{"id":"doi:10.1109/acit58888.2023.10453748","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/acit58888.2023.10453748","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 24th International Arab Conference on Information Technology (ACIT)","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/A5007107453","display_name":"Shamik Tiwari","orcid":"https://orcid.org/0000-0002-5987-7101"},"institutions":[{"id":"https://openalex.org/I5847235","display_name":"University of Petroleum and Energy Studies","ror":"https://ror.org/04q2jes40","country_code":"IN","type":"education","lineage":["https://openalex.org/I5847235"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shamik Tiwari","raw_affiliation_strings":["School of Computer Science, University of Petroleum and Energy Studies,Dehradun,India","School of Computer Science, University of Petroleum and Energy Studies, Dehradun, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, University of Petroleum and Energy Studies,Dehradun,India","institution_ids":["https://openalex.org/I5847235"]},{"raw_affiliation_string":"School of Computer Science, University of Petroleum and Energy Studies, Dehradun, India","institution_ids":["https://openalex.org/I5847235"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111466882","display_name":"Piyush Maheshwari","orcid":null},"institutions":[{"id":"https://openalex.org/I193260172","display_name":"British University in Dubai","ror":"https://ror.org/00mc18523","country_code":"AE","type":"education","lineage":["https://openalex.org/I193260172"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Piyush Maheshwari","raw_affiliation_strings":["The British University in Dubai (BUiD) Dubai,United Arab Emirates","The British University in Dubai (BUiD) Dubai, United Arab Emirates"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The British University in Dubai (BUiD) Dubai,United Arab Emirates","institution_ids":["https://openalex.org/I193260172"]},{"raw_affiliation_string":"The British University in Dubai (BUiD) Dubai, United Arab Emirates","institution_ids":["https://openalex.org/I193260172"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.252,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.68188749,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10390","display_name":"Ovarian function and disorders","score":0.9854000210762024,"subfield":{"id":"https://openalex.org/subfields/2743","display_name":"Reproductive Medicine"},"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/T10390","display_name":"Ovarian function and disorders","score":0.9854000210762024,"subfield":{"id":"https://openalex.org/subfields/2743","display_name":"Reproductive Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6908724308013916},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6258285641670227},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6028233170509338},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4253087043762207},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3495960533618927},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.06408452987670898}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6908724308013916},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6258285641670227},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6028233170509338},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4253087043762207},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3495960533618927},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.06408452987670898},{"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:10.1109/acit58888.2023.10453748","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/acit58888.2023.10453748","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 24th International Arab Conference on Information Technology (ACIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","score":0.6800000071525574,"display_name":"Zero hunger"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2083444146","https://openalex.org/W2112658049","https://openalex.org/W2796452055","https://openalex.org/W2914959431","https://openalex.org/W2928045706","https://openalex.org/W3034885317","https://openalex.org/W3104254993","https://openalex.org/W3117492306","https://openalex.org/W3162988700","https://openalex.org/W3212386989","https://openalex.org/W4280561982","https://openalex.org/W4293739810","https://openalex.org/W4304701250","https://openalex.org/W4320712717"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"Polycystic":[0],"Ovarian":[1],"Syndrome":[2],"(PCOS)":[3],"is":[4],"a":[5,46,64,71,80],"hormonal":[6],"disorder":[7],"that":[8,24],"impacts":[9],"women":[10],"during":[11],"their":[12,43],"reproductive":[13],"years,":[14],"marked":[15],"by":[16],"indicators":[17],"like":[18],"multiple":[19],"ovarian":[20],"follicles":[21],"or":[22],"cysts":[23],"can":[25],"be":[26],"visualized":[27],"through":[28],"ultrasound":[29],"imaging.":[30],"Convolution":[31],"Neural":[32],"Networks":[33],"(ConvNets)":[34],"have":[35],"been":[36],"enhanced":[37],"with":[38],"self-attention":[39,58],"mechanisms":[40],"to":[41,53,59],"improve":[42,60],"efficacy":[44],"across":[45],"variety":[47],"of":[48,63,79],"computer":[49],"vision":[50],"applications,":[51],"according":[52],"researchers.":[54],"This":[55],"study":[56],"uses":[57],"the":[61,76],"effectiveness":[62],"ConvNet":[65,82],"classifier":[66],"in":[67],"classifying":[68],"PCOS,":[69],"yielding":[70],"superior":[72],"99%":[73],"accuracy,":[74],"exceeding":[75],"96%":[77],"accuracy":[78],"regular":[81],"classifier.":[83]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}