{"id":"https://openalex.org/W4402715788","doi":"https://doi.org/10.1109/cis-ram61939.2024.10672699","title":"Psuedo Label Guided SAM-based Cell Segmentation Algorithm without manual labeling","display_name":"Psuedo Label Guided SAM-based Cell Segmentation Algorithm without manual labeling","publication_year":2024,"publication_date":"2024-08-08","ids":{"openalex":"https://openalex.org/W4402715788","doi":"https://doi.org/10.1109/cis-ram61939.2024.10672699"},"language":"en","primary_location":{"id":"doi:10.1109/cis-ram61939.2024.10672699","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/cis-ram61939.2024.10672699","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Cybernetics and Intelligent Systems (CIS) and IEEE International Conference on Robotics, Automation and Mechatronics (RAM)","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/A5100371992","display_name":"Yue Wang","orcid":"https://orcid.org/0000-0002-0981-935X"},"institutions":[{"id":"https://openalex.org/I4210123185","display_name":"Zhejiang Lab","ror":"https://ror.org/02m2h7991","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210123185"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yue Wang","raw_affiliation_strings":["Zhejiang Lab,Research Center for Frontier Fundamental Studies,HangZhou,China"],"affiliations":[{"raw_affiliation_string":"Zhejiang Lab,Research Center for Frontier Fundamental Studies,HangZhou,China","institution_ids":["https://openalex.org/I4210123185"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109611006","display_name":"Xiao Ma","orcid":"https://orcid.org/0009-0009-5542-8649"},"institutions":[{"id":"https://openalex.org/I4210123185","display_name":"Zhejiang Lab","ror":"https://ror.org/02m2h7991","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210123185"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiao Ma","raw_affiliation_strings":["Zhejiang Lab,Research Center for Frontier Fundamental Studies,HangZhou,China"],"affiliations":[{"raw_affiliation_string":"Zhejiang Lab,Research Center for Frontier Fundamental Studies,HangZhou,China","institution_ids":["https://openalex.org/I4210123185"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009487709","display_name":"Qing Zhang","orcid":"https://orcid.org/0000-0002-5652-4036"},"institutions":[{"id":"https://openalex.org/I4210123185","display_name":"Zhejiang Lab","ror":"https://ror.org/02m2h7991","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210123185"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qing Zhang","raw_affiliation_strings":["Zhejiang Lab,Research Center for Frontier Fundamental Studies,HangZhou,China"],"affiliations":[{"raw_affiliation_string":"Zhejiang Lab,Research Center for Frontier Fundamental Studies,HangZhou,China","institution_ids":["https://openalex.org/I4210123185"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051556369","display_name":"Junxiao Xue","orcid":"https://orcid.org/0000-0003-1569-5362"},"institutions":[{"id":"https://openalex.org/I4210123185","display_name":"Zhejiang Lab","ror":"https://ror.org/02m2h7991","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210123185"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junxiao Xue","raw_affiliation_strings":["Zhejiang Lab,Research Center for Space Computing System,HangZhou,China"],"affiliations":[{"raw_affiliation_string":"Zhejiang Lab,Research Center for Space Computing System,HangZhou,China","institution_ids":["https://openalex.org/I4210123185"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100757894","display_name":"Lin Feng","orcid":null},"institutions":[{"id":"https://openalex.org/I4210123185","display_name":"Zhejiang Lab","ror":"https://ror.org/02m2h7991","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210123185"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feng Lin","raw_affiliation_strings":["Zhejiang Lab,Research Center for Frontier Fundamental Studies,HangZhou,China"],"affiliations":[{"raw_affiliation_string":"Zhejiang Lab,Research Center for Frontier Fundamental Studies,HangZhou,China","institution_ids":["https://openalex.org/I4210123185"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100371992"],"corresponding_institution_ids":["https://openalex.org/I4210123185"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.09429569,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"35","issue":null,"first_page":"429","last_page":"434"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.9998000264167786,"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/T13114","display_name":"Image Processing Techniques and Applications","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9869999885559082,"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/computer-science","display_name":"Computer science","score":0.6433480978012085},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6194337606430054},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5112166404724121},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48214980959892273},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.42890673875808716},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4215657711029053}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6433480978012085},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6194337606430054},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5112166404724121},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48214980959892273},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.42890673875808716},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4215657711029053}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cis-ram61939.2024.10672699","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/cis-ram61939.2024.10672699","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Cybernetics and Intelligent Systems (CIS) and IEEE International Conference on Robotics, Automation and Mechatronics (RAM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1975660996","https://openalex.org/W2093184471","https://openalex.org/W2107554012","https://openalex.org/W2108598243","https://openalex.org/W2167279371","https://openalex.org/W2200290088","https://openalex.org/W2550458994","https://openalex.org/W2592905743","https://openalex.org/W2790813572","https://openalex.org/W2955737766","https://openalex.org/W2974825848","https://openalex.org/W3091692930","https://openalex.org/W3091734171","https://openalex.org/W4250557827","https://openalex.org/W4281762893","https://openalex.org/W4283812494","https://openalex.org/W4312429056","https://openalex.org/W4313023122","https://openalex.org/W4376166938","https://openalex.org/W4380993142","https://openalex.org/W4386065420","https://openalex.org/W4386075989","https://openalex.org/W4387211032","https://openalex.org/W4387211535","https://openalex.org/W4390874575","https://openalex.org/W4391109864","https://openalex.org/W4392222918","https://openalex.org/W6682694583","https://openalex.org/W6839181815","https://openalex.org/W6852005608","https://openalex.org/W6853354537","https://openalex.org/W6861794403"],"related_works":["https://openalex.org/W2051487156","https://openalex.org/W2073681303","https://openalex.org/W2053286651","https://openalex.org/W2181743346","https://openalex.org/W2187401768","https://openalex.org/W2181413294","https://openalex.org/W2989452537","https://openalex.org/W2033914206","https://openalex.org/W2042327336","https://openalex.org/W1522196789"],"abstract_inverted_index":{"The":[0,132],"research":[1,141],"of":[2,26,98,104,147,151],"cell":[3,70,126,152],"segmentation":[4,92,103,127],"recently":[5],"heavily":[6,58],"relies":[7],"on":[8,15,48,59,114],"supervised":[9],"algorithms,":[10],"which":[11,75],"in":[12,28,84],"turn":[13],"depend":[14],"extensive":[16],"manual":[17,31,130],"annotations.":[18,131],"However,":[19],"due":[20],"to":[21,63,79,94,124],"the":[22,45,96,102,105,115,145],"abundance":[23],"and":[24,37,81,118,143],"density":[25],"cells":[27,83],"pathological":[29,85],"images,":[30],"annotation":[32],"tasks":[33],"are":[34],"both":[35],"labor-intensive":[36],"inefficient.":[38],"While":[39],"previous":[40],"efforts":[41],"have":[42],"successfully":[43],"reduced":[44],"algorithm's":[46],"reliance":[47],"labels,":[49],"they":[50],"still":[51],"require":[52],"cumbersome":[53],"point":[54,99],"annotations":[55],"or":[56],"rely":[57],"staining":[60],"conditions,":[61],"leading":[62],"limited":[64],"generalization.":[65],"In":[66],"this":[67,112],"paper,":[68],"a":[69,148],"detection":[71,146],"algorithm":[72,93,113,137],"is":[73],"proposed,":[74],"can":[76,138],"be":[77],"used":[78],"classify":[80],"segment":[82],"images":[86],"by":[87],"using":[88],"an":[89],"unsupervised":[90],"region":[91],"guide":[95],"generation":[97],"prompts":[100],"for":[101],"foundation":[106],"visual":[107],"model":[108],"SAM.":[109],"We":[110],"evaluated":[111],"BCDataset,":[116],"MoNuSeg":[117],"PanNuke":[119],"datasets,":[120],"demonstrating":[121],"its":[122],"ability":[123],"achieve":[125],"without":[128],"meticulous":[129],"results":[133],"indicate":[134],"that":[135],"our":[136],"inspire":[139],"further":[140],"avenues":[142],"facilitate":[144],"broader":[149],"range":[150],"types.":[153]},"counts_by_year":[],"updated_date":"2025-12-22T23:10:17.713674","created_date":"2025-10-10T00:00:00"}