{"id":"https://openalex.org/W3009336632","doi":"https://doi.org/10.1145/3374587.3374624","title":"Terminal Bulb Segmentation of Caenorhabditis Elegans under Small Samples Based on Two-stage U-Net Network","display_name":"Terminal Bulb Segmentation of Caenorhabditis Elegans under Small Samples Based on Two-stage U-Net Network","publication_year":2019,"publication_date":"2019-12-06","ids":{"openalex":"https://openalex.org/W3009336632","doi":"https://doi.org/10.1145/3374587.3374624","mag":"3009336632"},"language":"en","primary_location":{"id":"doi:10.1145/3374587.3374624","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3374587.3374624","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2019 3rd International Conference on Computer Science and Artificial Intelligence","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/A5102219971","display_name":"Si Cao","orcid":null},"institutions":[{"id":"https://openalex.org/I43922553","display_name":"Wuhan University of Science and Technology","ror":"https://ror.org/00e4hrk88","country_code":"CN","type":"education","lineage":["https://openalex.org/I43922553"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Si Cao","raw_affiliation_strings":["Hubei Province Key Laboratory of Intelligent, Information Processing and Real-time Industrial, Department of Computer Science and Technology, Wuhan University of Science and technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"Hubei Province Key Laboratory of Intelligent, Information Processing and Real-time Industrial, Department of Computer Science and Technology, Wuhan University of Science and technology, Wuhan, China","institution_ids":["https://openalex.org/I43922553"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100361941","display_name":"Jun Liu","orcid":"https://orcid.org/0000-0002-7851-6782"},"institutions":[{"id":"https://openalex.org/I43922553","display_name":"Wuhan University of Science and Technology","ror":"https://ror.org/00e4hrk88","country_code":"CN","type":"education","lineage":["https://openalex.org/I43922553"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Liu","raw_affiliation_strings":["Hubei Province Key Laboratory of Intelligent, Information Processing and Real-time Industrial, Department of Computer Science and Technology, Wuhan University of Science and technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"Hubei Province Key Laboratory of Intelligent, Information Processing and Real-time Industrial, Department of Computer Science and Technology, Wuhan University of Science and technology, Wuhan, China","institution_ids":["https://openalex.org/I43922553"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5102219971"],"corresponding_institution_ids":["https://openalex.org/I43922553"],"apc_list":null,"apc_paid":null,"fwci":0.1301,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.55772432,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"206","last_page":"210"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13551","display_name":"Biochemical effects in animals","score":0.9509999752044678,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"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/T13551","display_name":"Biochemical effects in animals","score":0.9509999752044678,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10676","display_name":"Genetics, Aging, and Longevity in Model Organisms","score":0.911300003528595,"subfield":{"id":"https://openalex.org/subfields/1302","display_name":"Aging"},"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/caenorhabditis-elegans","display_name":"Caenorhabditis elegans","score":0.7461856007575989},{"id":"https://openalex.org/keywords/terminal","display_name":"Terminal (telecommunication)","score":0.6947380900382996},{"id":"https://openalex.org/keywords/bulb","display_name":"Bulb","score":0.6193765997886658},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5070445537567139},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4842069149017334},{"id":"https://openalex.org/keywords/net","display_name":"Net (polyhedron)","score":0.46313196420669556},{"id":"https://openalex.org/keywords/stage","display_name":"Stage (stratigraphy)","score":0.420393705368042},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.39822518825531006},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.25327637791633606},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21788501739501953},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13067752122879028},{"id":"https://openalex.org/keywords/botany","display_name":"Botany","score":0.1162586510181427},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.09516048431396484},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.09115332365036011},{"id":"https://openalex.org/keywords/paleontology","display_name":"Paleontology","score":0.047141194343566895}],"concepts":[{"id":"https://openalex.org/C2778944004","wikidata":"https://www.wikidata.org/wiki/Q91703","display_name":"Caenorhabditis elegans","level":3,"score":0.7461856007575989},{"id":"https://openalex.org/C2779664074","wikidata":"https://www.wikidata.org/wiki/Q3518405","display_name":"Terminal (telecommunication)","level":2,"score":0.6947380900382996},{"id":"https://openalex.org/C120228162","wikidata":"https://www.wikidata.org/wiki/Q188748","display_name":"Bulb","level":2,"score":0.6193765997886658},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5070445537567139},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4842069149017334},{"id":"https://openalex.org/C14166107","wikidata":"https://www.wikidata.org/wiki/Q253829","display_name":"Net (polyhedron)","level":2,"score":0.46313196420669556},{"id":"https://openalex.org/C146357865","wikidata":"https://www.wikidata.org/wiki/Q1123245","display_name":"Stage (stratigraphy)","level":2,"score":0.420393705368042},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.39822518825531006},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.25327637791633606},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21788501739501953},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13067752122879028},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.1162586510181427},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.09516048431396484},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.09115332365036011},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.047141194343566895},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3374587.3374624","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3374587.3374624","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2019 3rd International Conference on Computer Science and Artificial Intelligence","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W1909740415","https://openalex.org/W1969331809","https://openalex.org/W2058127437","https://openalex.org/W2079928633","https://openalex.org/W2163345210","https://openalex.org/W2167831582","https://openalex.org/W2460583509","https://openalex.org/W2901188035","https://openalex.org/W4242177601"],"related_works":["https://openalex.org/W2390631266","https://openalex.org/W2025944262","https://openalex.org/W2888702349","https://openalex.org/W2369656941","https://openalex.org/W2368399041","https://openalex.org/W1520729456","https://openalex.org/W3087899597","https://openalex.org/W2087756353","https://openalex.org/W2333255776","https://openalex.org/W2245532853"],"abstract_inverted_index":{"Convolutional":[0],"neural":[1,40],"network":[2,41,65],"based":[3,33],"on":[4,34],"machine":[5],"learning":[6],"has":[7],"become":[8],"one":[9],"of":[10,15,46,49,82],"the":[11,60,83],"most":[12],"popular":[13],"methods":[14],"image":[16],"recognition":[17],"and":[18],"segmentation,":[19],"but":[20],"it":[21],"needs":[22],"huge":[23],"data":[24],"samples":[25,54],"to":[26],"get":[27],"better":[28],"results.":[29],"In":[30],"this":[31],"study,":[32],"U-Net":[35,85],"network,":[36],"a":[37],"two-stage":[38],"convolution":[39],"method":[42,58],"for":[43],"automatic":[44],"segmentation":[45],"Terminal":[47],"bulb":[48],"Caenorhabditis":[50],"elegans":[51],"in":[52,69],"small":[53,70],"was":[55],"proposed.":[56],"The":[57,72],"solves":[59],"problem":[61],"that":[62,81],"traditional":[63],"single-stage":[64],"cannot":[66],"be":[67],"implemented":[68],"samples.":[71],"Dice":[73],"coefficient":[74],"reaches":[75],"89.5%,":[76],"which":[77],"is":[78],"higher":[79],"than":[80],"baseline":[84],"method.":[86]},"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
