{"id":"https://openalex.org/W4391404339","doi":"https://doi.org/10.3390/s24030928","title":"An Improved Nested U-Net Network for Fluorescence In Situ Hybridization Cell Image Segmentation","display_name":"An Improved Nested U-Net Network for Fluorescence In Situ Hybridization Cell Image Segmentation","publication_year":2024,"publication_date":"2024-01-31","ids":{"openalex":"https://openalex.org/W4391404339","doi":"https://doi.org/10.3390/s24030928","pmid":"https://pubmed.ncbi.nlm.nih.gov/38339644"},"language":"en","primary_location":{"id":"doi:10.3390/s24030928","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24030928","pdf_url":"https://www.mdpi.com/1424-8220/24/3/928/pdf?version=1706699922","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/1424-8220/24/3/928/pdf?version=1706699922","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5048753973","display_name":"Zini Jian","orcid":"https://orcid.org/0000-0002-7142-0147"},"institutions":[{"id":"https://openalex.org/I4210119942","display_name":"Wuhan Textile University","ror":"https://ror.org/02jgsf398","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210119942"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zini Jian","raw_affiliation_strings":["School of Electronic and Electrical Engineering, Wuhan Textile University, Wuhan 430200, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic and Electrical Engineering, Wuhan Textile University, Wuhan 430200, China","institution_ids":["https://openalex.org/I4210119942"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040419069","display_name":"Tianxiang Song","orcid":null},"institutions":[{"id":"https://openalex.org/I4210119942","display_name":"Wuhan Textile University","ror":"https://ror.org/02jgsf398","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210119942"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianxiang Song","raw_affiliation_strings":["School of Electronic and Electrical Engineering, Wuhan Textile University, Wuhan 430200, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic and Electrical Engineering, Wuhan Textile University, Wuhan 430200, China","institution_ids":["https://openalex.org/I4210119942"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100451610","display_name":"Zhihui Zhang","orcid":"https://orcid.org/0000-0001-7387-599X"},"institutions":[{"id":"https://openalex.org/I4210119942","display_name":"Wuhan Textile University","ror":"https://ror.org/02jgsf398","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210119942"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhihui Zhang","raw_affiliation_strings":["School of Electronic and Electrical Engineering, Wuhan Textile University, Wuhan 430200, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic and Electrical Engineering, Wuhan Textile University, Wuhan 430200, China","institution_ids":["https://openalex.org/I4210119942"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102212573","display_name":"Zhao Ai","orcid":null},"institutions":[{"id":"https://openalex.org/I4210119942","display_name":"Wuhan Textile University","ror":"https://ror.org/02jgsf398","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210119942"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhao Ai","raw_affiliation_strings":["School of Electronic and Electrical Engineering, Wuhan Textile University, Wuhan 430200, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic and Electrical Engineering, Wuhan Textile University, Wuhan 430200, China","institution_ids":["https://openalex.org/I4210119942"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101869841","display_name":"Heng Zhao","orcid":"https://orcid.org/0009-0001-8950-1359"},"institutions":[{"id":"https://openalex.org/I4210119942","display_name":"Wuhan Textile University","ror":"https://ror.org/02jgsf398","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210119942"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Heng Zhao","raw_affiliation_strings":["School of Electronic and Electrical Engineering, Wuhan Textile University, Wuhan 430200, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic and Electrical Engineering, Wuhan Textile University, Wuhan 430200, China","institution_ids":["https://openalex.org/I4210119942"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047236749","display_name":"Man Tang","orcid":"https://orcid.org/0000-0002-6821-5986"},"institutions":[{"id":"https://openalex.org/I4210119942","display_name":"Wuhan Textile University","ror":"https://ror.org/02jgsf398","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210119942"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Man Tang","raw_affiliation_strings":["School of Electronic and Electrical Engineering, Wuhan Textile University, Wuhan 430200, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic and Electrical Engineering, Wuhan Textile University, Wuhan 430200, China","institution_ids":["https://openalex.org/I4210119942"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015201898","display_name":"Kan Liu","orcid":"https://orcid.org/0000-0001-5633-0023"},"institutions":[{"id":"https://openalex.org/I4210119942","display_name":"Wuhan Textile University","ror":"https://ror.org/02jgsf398","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210119942"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Kan Liu","raw_affiliation_strings":["School of Electronic and Electrical Engineering, Wuhan Textile University, Wuhan 430200, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic and Electrical Engineering, Wuhan Textile University, Wuhan 430200, China","institution_ids":["https://openalex.org/I4210119942"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5015201898","https://openalex.org/A5047236749"],"corresponding_institution_ids":["https://openalex.org/I4210119942"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2673},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2673},"fwci":2.3793,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.89211934,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"24","issue":"3","first_page":"928","last_page":"928"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9976999759674072,"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"}},"topics":[{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9976999759674072,"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/T12859","display_name":"Cell Image Analysis Techniques","score":0.993399977684021,"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"}},{"id":"https://openalex.org/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9926999807357788,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7114753127098083},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.7043818235397339},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6388924717903137},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.6090769171714783},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5435686707496643},{"id":"https://openalex.org/keywords/fluorescence-in-situ-hybridization","display_name":"Fluorescence in situ hybridization","score":0.4876231253147125},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.47058263421058655},{"id":"https://openalex.org/keywords/fish-actinopterygii","display_name":"Fish <Actinopterygii>","score":0.45525041222572327},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4450054168701172},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.444620817899704},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.43202993273735046},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4294903576374054},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.17002713680267334},{"id":"https://openalex.org/keywords/chromosome","display_name":"Chromosome","score":0.1270667016506195},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09768456220626831}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7114753127098083},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7043818235397339},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6388924717903137},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.6090769171714783},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5435686707496643},{"id":"https://openalex.org/C2777542201","wikidata":"https://www.wikidata.org/wiki/Q1336182","display_name":"Fluorescence in situ hybridization","level":4,"score":0.4876231253147125},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.47058263421058655},{"id":"https://openalex.org/C2909208804","wikidata":"https://www.wikidata.org/wiki/Q127282","display_name":"Fish <Actinopterygii>","level":2,"score":0.45525041222572327},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4450054168701172},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.444620817899704},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.43202993273735046},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4294903576374054},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.17002713680267334},{"id":"https://openalex.org/C30481170","wikidata":"https://www.wikidata.org/wiki/Q37748","display_name":"Chromosome","level":3,"score":0.1270667016506195},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09768456220626831},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C505870484","wikidata":"https://www.wikidata.org/wiki/Q180538","display_name":"Fishery","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005123","descriptor_name":"Eye","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005123","descriptor_name":"Eye","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005123","descriptor_name":"Eye","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005123","descriptor_name":"Eye","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":"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":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009696","descriptor_name":"Nucleic Acids","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009696","descriptor_name":"Nucleic Acids","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009696","descriptor_name":"Nucleic Acids","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009696","descriptor_name":"Nucleic Acids","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017404","descriptor_name":"In Situ Hybridization, Fluorescence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017404","descriptor_name":"In Situ Hybridization, Fluorescence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017404","descriptor_name":"In Situ Hybridization, Fluorescence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017404","descriptor_name":"In Situ Hybridization, Fluorescence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.3390/s24030928","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24030928","pdf_url":"https://www.mdpi.com/1424-8220/24/3/928/pdf?version=1706699922","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:38339644","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38339644","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:10857237","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10857237","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10857237/pdf/sensors-24-00928.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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:91d031b70a964ce3ae24cf6575486740","is_oa":true,"landing_page_url":"https://doaj.org/article/91d031b70a964ce3ae24cf6575486740","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 24, Iss 3, p 928 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/s24030928","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24030928","pdf_url":"https://www.mdpi.com/1424-8220/24/3/928/pdf?version=1706699922","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":[{"display_name":"Life below water","score":0.47999998927116394,"id":"https://metadata.un.org/sdg/14"}],"awards":[{"id":"https://openalex.org/G1711189098","display_name":null,"funder_award_id":"2023AFB284","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G3572136108","display_name":null,"funder_award_id":"2022CFA038","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G4182887332","display_name":null,"funder_award_id":"2021YFB3801003","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G5456526939","display_name":null,"funder_award_id":"2022CFA038","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G575040304","display_name":null,"funder_award_id":"22004094","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G6083794678","display_name":null,"funder_award_id":"2022CFA038","funder_id":"https://openalex.org/F4320322186","funder_display_name":"Natural Science Foundation of Hubei Province"},{"id":"https://openalex.org/G6310743139","display_name":null,"funder_award_id":"2023AFB284","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7237224780","display_name":null,"funder_award_id":"2021YFB3801003","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7326962884","display_name":null,"funder_award_id":"22004094","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/F4320322186","display_name":"Natural Science Foundation of Hubei Province","ror":null},{"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/W4391404339.pdf"},"referenced_works_count":59,"referenced_works":["https://openalex.org/W948663339","https://openalex.org/W1529614005","https://openalex.org/W1871050032","https://openalex.org/W1901129140","https://openalex.org/W1965296646","https://openalex.org/W1973593359","https://openalex.org/W2002020767","https://openalex.org/W2019370496","https://openalex.org/W2112467442","https://openalex.org/W2122710056","https://openalex.org/W2341106171","https://openalex.org/W2533800772","https://openalex.org/W2884436604","https://openalex.org/W2913693099","https://openalex.org/W2920929379","https://openalex.org/W2951594447","https://openalex.org/W2973138920","https://openalex.org/W2979601869","https://openalex.org/W3022310508","https://openalex.org/W3024640380","https://openalex.org/W3034574989","https://openalex.org/W3097676421","https://openalex.org/W3113580807","https://openalex.org/W3124174388","https://openalex.org/W3126855404","https://openalex.org/W3128707967","https://openalex.org/W3132666342","https://openalex.org/W3133813837","https://openalex.org/W3160702718","https://openalex.org/W3167656397","https://openalex.org/W3174133392","https://openalex.org/W3190381364","https://openalex.org/W3212386989","https://openalex.org/W4210524687","https://openalex.org/W4210605652","https://openalex.org/W4212963571","https://openalex.org/W4220971618","https://openalex.org/W4221100204","https://openalex.org/W4223908608","https://openalex.org/W4224056144","https://openalex.org/W4224979426","https://openalex.org/W4226069575","https://openalex.org/W4280603646","https://openalex.org/W4283160728","https://openalex.org/W4285125980","https://openalex.org/W4292260879","https://openalex.org/W4298144215","https://openalex.org/W4312363595","https://openalex.org/W4313452326","https://openalex.org/W4318677150","https://openalex.org/W4320521800","https://openalex.org/W4361275400","https://openalex.org/W4362692084","https://openalex.org/W4362706404","https://openalex.org/W4378193947","https://openalex.org/W4380988676","https://openalex.org/W4384917168","https://openalex.org/W6759977455","https://openalex.org/W6799622447"],"related_works":["https://openalex.org/W4375867731","https://openalex.org/W2611989081","https://openalex.org/W4230611425","https://openalex.org/W2731899572","https://openalex.org/W4294635752","https://openalex.org/W4304166257","https://openalex.org/W4383066092","https://openalex.org/W4252143589","https://openalex.org/W2976698168","https://openalex.org/W1522196789"],"abstract_inverted_index":{"Fluorescence":[0],"in":[1,28,56,88,99,155,194],"situ":[2],"hybridization":[3],"(FISH)":[4],"is":[5,21,47,68,185,208],"a":[6,69,118],"powerful":[7],"cytogenetic":[8],"method":[9,207],"used":[10],"to":[11,23,36,86,136,145,166,210,216],"precisely":[12],"detect":[13],"and":[14,31,38,49,65,71,84,127],"localize":[15],"nucleic":[16,51],"acid":[17,52],"sequences.":[18],"This":[19],"technique":[20],"proving":[22],"be":[24],"an":[25],"invaluable":[26],"tool":[27],"medical":[29,103,130,161],"diagnostics":[30],"has":[32,95],"made":[33,96],"significant":[34,97,180],"contributions":[35],"biology":[37],"the":[39,43,50,57,62,81,100,106,111,125,140,143,153,168,189,203],"life":[40],"sciences.":[41],"However,":[42],"number":[44],"of":[45,102,109,121,129,139,182,191],"cells":[46,212],"large":[48],"sequences":[53],"are":[54,214],"disorganized":[55],"FISH":[58,156,195],"images":[59,67,131],"taken":[60],"using":[61],"microscope.":[63],"Processing":[64],"analyzing":[66],"time-consuming":[70],"laborious":[72],"task":[73],"for":[74],"researchers,":[75],"as":[76,117],"it":[77,187],"can":[78],"easily":[79],"tire":[80],"human":[82],"eyes":[83],"lead":[85],"errors":[87],"judgment.":[89],"In":[90],"recent":[91],"years,":[92],"deep":[93,122,164],"learning":[94,165],"progress":[98],"field":[101],"imaging,":[104],"especially":[105],"successful":[107],"application":[108],"introducing":[110,202],"attention":[112,115,177,204],"mechanism.":[113,178],"The":[114,179],"mechanism,":[116,205],"key":[119],"component":[120],"learning,":[123],"improves":[124,188],"understanding":[126],"interpretation":[128],"by":[132,201],"giving":[133],"different":[134,137],"weights":[135],"regions":[138],"image,":[141],"enabling":[142],"model":[144],"focus":[146],"more":[147,219],"on":[148],"important":[149],"features.":[150],"To":[151],"address":[152],"challenges":[154],"image":[157],"analysis,":[158],"we":[159],"combined":[160],"imaging":[162],"with":[163,175],"develop":[167],"SEAM-Unet++":[169],"automated":[170],"cell":[171,192],"contour":[172],"segmentation":[173],"algorithm":[174,184],"integrated":[176],"advantage":[181],"this":[183],"that":[186,200,213],"accuracy":[190],"contours":[193],"images.":[196],"Experiments":[197],"have":[198],"demonstrated":[199],"our":[206],"able":[209],"segment":[211],"adherent":[215],"each":[217],"other":[218],"efficiently.":[220]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":2}],"updated_date":"2026-08-08T07:41:36.138363","created_date":"2025-10-10T00:00:00"}
