{"id":"https://openalex.org/W4398233435","doi":"https://doi.org/10.1145/3652628.3652829","title":"Improving Blood Cell Detection Accuracy using an Attention-based YOLOv5 Network","display_name":"Improving Blood Cell Detection Accuracy using an Attention-based YOLOv5 Network","publication_year":2023,"publication_date":"2023-11-17","ids":{"openalex":"https://openalex.org/W4398233435","doi":"https://doi.org/10.1145/3652628.3652829"},"language":"en","primary_location":{"id":"doi:10.1145/3652628.3652829","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3652628.3652829","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 4th International Conference on Artificial Intelligence and Computer Engineering","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/A5103263559","display_name":"Shuangyan Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I100357981","display_name":"Wannan Medical College","ror":"https://ror.org/037ejjy86","country_code":"CN","type":"education","lineage":["https://openalex.org/I100357981"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shuangyan Zhu","raw_affiliation_strings":["School of Medical Information, Wannan Medical College, China"],"affiliations":[{"raw_affiliation_string":"School of Medical Information, Wannan Medical College, China","institution_ids":["https://openalex.org/I100357981"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023657882","display_name":"Y. H. Zhou","orcid":"https://orcid.org/0009-0008-4175-6484"},"institutions":[{"id":"https://openalex.org/I100357981","display_name":"Wannan Medical College","ror":"https://ror.org/037ejjy86","country_code":"CN","type":"education","lineage":["https://openalex.org/I100357981"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuan Zhou","raw_affiliation_strings":["School of Medical Information, Wannan Medical College, China"],"affiliations":[{"raw_affiliation_string":"School of Medical Information, Wannan Medical College, China","institution_ids":["https://openalex.org/I100357981"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103120102","display_name":"Yuting Liu","orcid":"https://orcid.org/0000-0003-0729-6652"},"institutions":[{"id":"https://openalex.org/I100357981","display_name":"Wannan Medical College","ror":"https://ror.org/037ejjy86","country_code":"CN","type":"education","lineage":["https://openalex.org/I100357981"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuting Liu","raw_affiliation_strings":["School of Medical Information, Wannan Medical College, China"],"affiliations":[{"raw_affiliation_string":"School of Medical Information, Wannan Medical College, China","institution_ids":["https://openalex.org/I100357981"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109755441","display_name":"Ming Hu","orcid":null},"institutions":[{"id":"https://openalex.org/I100357981","display_name":"Wannan Medical College","ror":"https://ror.org/037ejjy86","country_code":"CN","type":"education","lineage":["https://openalex.org/I100357981"]},{"id":"https://openalex.org/I4210167381","display_name":"First Affiliated Hospital of Wannan Medical College","ror":"https://ror.org/05wbpaf14","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210167381"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ming Hu","raw_affiliation_strings":["Yijishan Hospital, Wannan Medical College, China"],"affiliations":[{"raw_affiliation_string":"Yijishan Hospital, Wannan Medical College, China","institution_ids":["https://openalex.org/I100357981","https://openalex.org/I4210167381"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086969931","display_name":"Daobin Huang","orcid":"https://orcid.org/0000-0002-5165-7796"},"institutions":[{"id":"https://openalex.org/I100357981","display_name":"Wannan Medical College","ror":"https://ror.org/037ejjy86","country_code":"CN","type":"education","lineage":["https://openalex.org/I100357981"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Daobin Huang","raw_affiliation_strings":["School of Medical Information &amp; Research Center of Health Big Data Mining and Applications, Wannan Medical College, China"],"affiliations":[{"raw_affiliation_string":"School of Medical Information &amp; Research Center of Health Big Data Mining and Applications, Wannan Medical College, China","institution_ids":["https://openalex.org/I100357981"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5103263559"],"corresponding_institution_ids":["https://openalex.org/I100357981"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.22631781,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1226","last_page":"1231"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.9951000213623047,"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9872999787330627,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/computer-science","display_name":"Computer science","score":0.7373308539390564},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5440596342086792},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4474197328090668},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4369502663612366},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.35065847635269165},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.34565210342407227}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7373308539390564},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5440596342086792},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4474197328090668},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4369502663612366},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.35065847635269165},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34565210342407227}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3652628.3652829","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3652628.3652829","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 4th International Conference on Artificial Intelligence and Computer Engineering","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.47999998927116394,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2233461025","https://openalex.org/W2518303809","https://openalex.org/W2891686988","https://openalex.org/W2945576057","https://openalex.org/W2997281059","https://openalex.org/W4205134274","https://openalex.org/W4206628887","https://openalex.org/W4210327135","https://openalex.org/W4234552385","https://openalex.org/W4236965008","https://openalex.org/W4289538626","https://openalex.org/W4301409532","https://openalex.org/W4312512474"],"related_works":["https://openalex.org/W2731899572","https://openalex.org/W2961085424","https://openalex.org/W3215138031","https://openalex.org/W4306674287","https://openalex.org/W3009238340","https://openalex.org/W4321369474","https://openalex.org/W4360585206","https://openalex.org/W4285208911","https://openalex.org/W3046775127","https://openalex.org/W3082895349"],"abstract_inverted_index":{"Accurate":[0],"quantification":[1],"of":[2,37,51,60,76,91,98],"blood":[3,38,99],"cells":[4],"samples":[5],"plays":[6],"a":[7,19],"critical":[8],"role":[9],"in":[10,94],"clinical":[11],"diagnosis.":[12],"In":[13],"this":[14],"study,":[15],"we":[16],"have":[17],"developed":[18],"deep":[20],"learning":[21],"network":[22,33],"based":[23],"on":[24,44],"YOLOv5":[25,66],"that":[26],"integrates":[27],"attention":[28,62,92],"mechanisms":[29,63,93],"into":[30,64],"the":[31,49,58,65,79,89,96],"backbone":[32],"for":[34],"precise":[35],"detection":[36],"cells.":[39],"Extensive":[40],"experiments":[41],"were":[42],"conducted":[43],"BCCD":[45],"dataset":[46],"to":[47],"evaluate":[48],"effectiveness":[50],"our":[52,69],"approach.":[53],"Our":[54],"experimental":[55],"results":[56],"demonstrate":[57],"impact":[59],"incorporating":[61],"network.":[67],"Notably,":[68],"method":[70],"achieved":[71],"an":[72],"impressive":[73],"precision":[74,97],"rate":[75],"89.8%,":[77],"surpassing":[78],"original":[80],"result":[81],"by":[82],"1.7":[83],"percentage":[84],"points.":[85],"This":[86],"improvement":[87],"signifies":[88],"power":[90],"enhancing":[95],"cell":[100],"detection.":[101]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
