{"id":"https://openalex.org/W4386370140","doi":"https://doi.org/10.3390/s23177605","title":"UR-Net: An Integrated ResUNet and Attention Based Image Enhancement and Classification Network for Stain-Free White Blood Cells","display_name":"UR-Net: An Integrated ResUNet and Attention Based Image Enhancement and Classification Network for Stain-Free White Blood Cells","publication_year":2023,"publication_date":"2023-09-01","ids":{"openalex":"https://openalex.org/W4386370140","doi":"https://doi.org/10.3390/s23177605","pmid":"https://pubmed.ncbi.nlm.nih.gov/37688058"},"language":"en","primary_location":{"id":"doi:10.3390/s23177605","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23177605","pdf_url":"https://www.mdpi.com/1424-8220/23/17/7605/pdf?version=1693570190","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/23/17/7605/pdf?version=1693570190","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5033486393","display_name":"Sikai Zheng","orcid":null},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sikai Zheng","raw_affiliation_strings":["Ministry of Education Key Laboratory of RF Circuits and Systems, Hangzhou Dianzi University, Hangzhou 310018, China"],"affiliations":[{"raw_affiliation_string":"Ministry of Education Key Laboratory of RF Circuits and Systems, Hangzhou Dianzi University, Hangzhou 310018, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017731327","display_name":"Xiwei Huang","orcid":"https://orcid.org/0000-0002-2364-0479"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiwei Huang","raw_affiliation_strings":["Ministry of Education Key Laboratory of RF Circuits and Systems, Hangzhou Dianzi University, Hangzhou 310018, China"],"affiliations":[{"raw_affiliation_string":"Ministry of Education Key Laboratory of RF Circuits and Systems, Hangzhou Dianzi University, Hangzhou 310018, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089564180","display_name":"Jin Chen","orcid":"https://orcid.org/0000-0002-6497-4141"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jin Chen","raw_affiliation_strings":["Ministry of Education Key Laboratory of RF Circuits and Systems, Hangzhou Dianzi University, Hangzhou 310018, China"],"affiliations":[{"raw_affiliation_string":"Ministry of Education Key Laboratory of RF Circuits and Systems, Hangzhou Dianzi University, Hangzhou 310018, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111199204","display_name":"Zefei Lyu","orcid":null},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zefei Lyu","raw_affiliation_strings":["Ministry of Education Key Laboratory of RF Circuits and Systems, Hangzhou Dianzi University, Hangzhou 310018, China"],"affiliations":[{"raw_affiliation_string":"Ministry of Education Key Laboratory of RF Circuits and Systems, Hangzhou Dianzi University, Hangzhou 310018, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101477962","display_name":"Jingwen Zheng","orcid":"https://orcid.org/0000-0002-2706-4296"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingwen Zheng","raw_affiliation_strings":["Ministry of Education Key Laboratory of RF Circuits and Systems, Hangzhou Dianzi University, Hangzhou 310018, China"],"affiliations":[{"raw_affiliation_string":"Ministry of Education Key Laboratory of RF Circuits and Systems, Hangzhou Dianzi University, Hangzhou 310018, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063937704","display_name":"Jiye Huang","orcid":"https://orcid.org/0000-0001-8359-4868"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiye Huang","raw_affiliation_strings":["Ministry of Education Key Laboratory of RF Circuits and Systems, Hangzhou Dianzi University, Hangzhou 310018, China"],"affiliations":[{"raw_affiliation_string":"Ministry of Education Key Laboratory of RF Circuits and Systems, Hangzhou Dianzi University, Hangzhou 310018, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104155112","display_name":"Haijun Gao","orcid":null},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Haijun Gao","raw_affiliation_strings":["Ministry of Education Key Laboratory of RF Circuits and Systems, Hangzhou Dianzi University, Hangzhou 310018, China"],"affiliations":[{"raw_affiliation_string":"Ministry of Education Key Laboratory of RF Circuits and Systems, Hangzhou Dianzi University, Hangzhou 310018, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100449791","display_name":"Shan Liu","orcid":"https://orcid.org/0000-0003-1847-8769"},"institutions":[{"id":"https://openalex.org/I4210118397","display_name":"Sichuan Academy of Medical Sciences & Sichuan Provincial People's Hospital","ror":"https://ror.org/01qh26a66","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210118397"]},{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shan Liu","raw_affiliation_strings":["Sichuan Provincial Key Laboratory for Human Disease Gene Study, Sichuan Academy of Medical Sciences & Sichuan Provincial People\u2019s Hospital, University of Electronic Science and Technology of China, Chengdu 610072, China","Sichuan Provincial Key Laboratory for Human Disease Gene Study, Sichuan Academy of Medical Sciences & Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu 610072, China"],"affiliations":[{"raw_affiliation_string":"Sichuan Provincial Key Laboratory for Human Disease Gene Study, Sichuan Academy of Medical Sciences & Sichuan Provincial People\u2019s Hospital, University of Electronic Science and Technology of China, Chengdu 610072, China","institution_ids":["https://openalex.org/I4210118397","https://openalex.org/I150229711"]},{"raw_affiliation_string":"Sichuan Provincial Key Laboratory for Human Disease Gene Study, Sichuan Academy of Medical Sciences & Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu 610072, China","institution_ids":["https://openalex.org/I4210118397","https://openalex.org/I150229711"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031821249","display_name":"Lingling Sun","orcid":"https://orcid.org/0000-0002-6410-1471"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lingling Sun","raw_affiliation_strings":["Ministry of Education Key Laboratory of RF Circuits and Systems, Hangzhou Dianzi University, Hangzhou 310018, China"],"affiliations":[{"raw_affiliation_string":"Ministry of Education Key Laboratory of RF Circuits and Systems, Hangzhou Dianzi University, Hangzhou 310018, China","institution_ids":["https://openalex.org/I50760025"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5017731327","https://openalex.org/A5104155112"],"corresponding_institution_ids":["https://openalex.org/I50760025"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":0.2452,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.52272697,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"23","issue":"17","first_page":"7605","last_page":"7605"},"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/T11019","display_name":"Image Enhancement Techniques","score":0.9944000244140625,"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/T12859","display_name":"Cell Image Analysis Techniques","score":0.9805999994277954,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"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/stain","display_name":"Stain","score":0.7457431554794312},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7191702127456665},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7054141759872437},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.6828771829605103},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6041994094848633},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.579735279083252},{"id":"https://openalex.org/keywords/image-quality","display_name":"Image quality","score":0.46473953127861023},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4214971661567688},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.4172408878803253},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.41047725081443787},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.36027735471725464},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.177753746509552},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.12755534052848816},{"id":"https://openalex.org/keywords/staining","display_name":"Staining","score":0.11078134179115295}],"concepts":[{"id":"https://openalex.org/C2781294515","wikidata":"https://www.wikidata.org/wiki/Q2733470","display_name":"Stain","level":3,"score":0.7457431554794312},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7191702127456665},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7054141759872437},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.6828771829605103},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6041994094848633},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.579735279083252},{"id":"https://openalex.org/C55020928","wikidata":"https://www.wikidata.org/wiki/Q3813865","display_name":"Image quality","level":3,"score":0.46473953127861023},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4214971661567688},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.4172408878803253},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.41047725081443787},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.36027735471725464},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.177753746509552},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.12755534052848816},{"id":"https://openalex.org/C74864618","wikidata":"https://www.wikidata.org/wiki/Q2332446","display_name":"Staining","level":2,"score":0.11078134179115295}],"mesh":[{"descriptor_ui":"D002467","descriptor_name":"Cell Nucleus","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D002467","descriptor_name":"Cell Nucleus","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D002467","descriptor_name":"Cell Nucleus","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004396","descriptor_name":"Coloring Agents","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004396","descriptor_name":"Coloring Agents","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004396","descriptor_name":"Coloring Agents","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007089","descriptor_name":"Image Enhancement","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007089","descriptor_name":"Image Enhancement","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007089","descriptor_name":"Image Enhancement","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007962","descriptor_name":"Leukocytes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007962","descriptor_name":"Leukocytes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007962","descriptor_name":"Leukocytes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008029","descriptor_name":"Lighting","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008029","descriptor_name":"Lighting","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008029","descriptor_name":"Lighting","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.3390/s23177605","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23177605","pdf_url":"https://www.mdpi.com/1424-8220/23/17/7605/pdf?version=1693570190","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:37688058","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37688058","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:10490639","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10490639","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10490639/pdf/sensors-23-07605.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:78c8d017fb834ef89804c4f57fd19da3","is_oa":true,"landing_page_url":"https://doaj.org/article/78c8d017fb834ef89804c4f57fd19da3","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 23, Iss 17, p 7605 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/23/17/7605/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s23177605","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s23177605","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23177605","pdf_url":"https://www.mdpi.com/1424-8220/23/17/7605/pdf?version=1693570190","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4106582343","display_name":null,"funder_award_id":"61827806","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5620513965","display_name":null,"funder_award_id":"2022YFD2000100","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G8827018802","display_name":null,"funder_award_id":"62271184","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4386370140.pdf"},"referenced_works_count":44,"referenced_works":["https://openalex.org/W1973788353","https://openalex.org/W1995031544","https://openalex.org/W2025016692","https://openalex.org/W2060574257","https://openalex.org/W2078985289","https://openalex.org/W2098423359","https://openalex.org/W2108598243","https://openalex.org/W2116973876","https://openalex.org/W2131024476","https://openalex.org/W2154368874","https://openalex.org/W2254039850","https://openalex.org/W2280426979","https://openalex.org/W2300657047","https://openalex.org/W2439409312","https://openalex.org/W2561110349","https://openalex.org/W2607202125","https://openalex.org/W2752782242","https://openalex.org/W2897389419","https://openalex.org/W2902631601","https://openalex.org/W2913277259","https://openalex.org/W2916894988","https://openalex.org/W2963068450","https://openalex.org/W2963452532","https://openalex.org/W2963980515","https://openalex.org/W2989014648","https://openalex.org/W3005565710","https://openalex.org/W3015044426","https://openalex.org/W3023527583","https://openalex.org/W3114200511","https://openalex.org/W3120529019","https://openalex.org/W3133910149","https://openalex.org/W3170233241","https://openalex.org/W3207478457","https://openalex.org/W3209062824","https://openalex.org/W4200456475","https://openalex.org/W4223512935","https://openalex.org/W4226018934","https://openalex.org/W4229458234","https://openalex.org/W4285140781","https://openalex.org/W4316673314","https://openalex.org/W4317206882","https://openalex.org/W4321507483","https://openalex.org/W4367669200","https://openalex.org/W4379388039"],"related_works":["https://openalex.org/W2362517148","https://openalex.org/W2594860026","https://openalex.org/W2911497689","https://openalex.org/W2952813363","https://openalex.org/W2963346891","https://openalex.org/W4360783045","https://openalex.org/W2770149305","https://openalex.org/W3167930666","https://openalex.org/W3014952856","https://openalex.org/W3010730661"],"abstract_inverted_index":{"The":[0,136,156],"differential":[1],"count":[2],"of":[3,40,56,60,70,96,107,119,182],"white":[4],"blood":[5],"cells":[6],"(WBCs)":[7],"can":[8],"effectively":[9],"provide":[10],"disease":[11],"information":[12],"for":[13,145,153],"patients.":[14],"Existing":[15],"stained":[16],"microscopic":[17],"WBC":[18,48,187],"classification":[19,134,143,151,172,180],"usually":[20],"requires":[21],"complex":[22],"sample-preparation":[23],"steps,":[24],"and":[25,131,168,171],"is":[26,63,139],"easily":[27],"affected":[28],"by":[29,125],"external":[30],"conditions":[31],"such":[32],"as":[33,54,87],"illumination.":[34],"In":[35],"contrast,":[36],"the":[37,57,67,93,142,150,163],"inconspicuous":[38],"nuclei":[39],"stain-free":[41,71,154,186],"WBCs":[42],"also":[43],"bring":[44],"great":[45],"challenges":[46],"to":[47,148,162],"classification.":[49,108],"As":[50],"such,":[51],"image":[52,61,68,81,121,166],"enhancement,":[53],"one":[55],"preprocessing":[58],"methods":[59],"classification,":[62],"essential":[64],"in":[65],"improving":[66,92],"qualities":[69],"WBCs.":[72,155],"However,":[73],"traditional":[74],"or":[75],"existing":[76],"convolutional":[77],"neural":[78],"network":[79,123],"(CNN)-based":[80],"enhancement":[82,122,137,167,170],"techniques":[83],"are":[84],"typically":[85],"designed":[86],"standalone":[88],"modules":[89],"aimed":[90],"at":[91],"perceptual":[94],"quality":[95],"humans,":[97],"without":[98,165],"considering":[99],"their":[100],"impact":[101],"on":[102,184],"advanced":[103],"computer":[104],"vision":[105],"tasks":[106],"Therefore,":[109],"this":[110],"work":[111],"proposes":[112],"a":[113,132,178],"novel":[114],"model,":[115],"UR-Net,":[116],"which":[117],"consists":[118],"an":[120,128],"framed":[124],"ResUNet":[126],"with":[127],"attention":[129],"mechanism":[130],"ResNet":[133],"network.":[135],"model":[138,144,176],"integrated":[140],"into":[141],"joint":[146],"training":[147],"improve":[149],"performance":[152,181],"experimental":[157],"results":[158],"demonstrate":[159],"that":[160],"compared":[161],"models":[164],"previous":[169],"models,":[173],"our":[174,185],"proposed":[175],"achieved":[177],"best":[179],"83.34%":[183],"dataset.":[188]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-02-28T09:26:25.869077","created_date":"2025-10-10T00:00:00"}
