{"id":"https://openalex.org/W1991387778","doi":"https://doi.org/10.1109/embc.2012.6347193","title":"Cell tracking and mitosis detection using splitting flow networks in phase-contrast imaging","display_name":"Cell tracking and mitosis detection using splitting flow networks in phase-contrast imaging","publication_year":2012,"publication_date":"2012-08-01","ids":{"openalex":"https://openalex.org/W1991387778","doi":"https://doi.org/10.1109/embc.2012.6347193","mag":"1991387778","pmid":"https://pubmed.ncbi.nlm.nih.gov/23367128"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2012.6347193","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2012.6347193","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5045204104","display_name":"Ayoub Massoudi","orcid":null},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"A. Massoudi","raw_affiliation_strings":["School of Computer Science and Engineering, University of New South Wales, Sydney, New South Wales 2052, Australia. amirm@cse.unsw.edu.au","School of Computer Science & Engineering, University of New South Wales, Sydney, 2052, Australia"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, University of New South Wales, Sydney, New South Wales 2052, Australia. amirm@cse.unsw.edu.au","institution_ids":["https://openalex.org/I31746571"]},{"raw_affiliation_string":"School of Computer Science & Engineering, University of New South Wales, Sydney, 2052, Australia","institution_ids":["https://openalex.org/I31746571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018442673","display_name":"Dimitri Semenovich","orcid":null},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"D. Semenovich","raw_affiliation_strings":["School of Computer Science and Engineering, University of New South Wales, Sydney, NSW, Australia","School of Computer Science & Engineering, University of New South Wales, Sydney, 2052, Australia"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, University of New South Wales, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I31746571"]},{"raw_affiliation_string":"School of Computer Science & Engineering, University of New South Wales, Sydney, 2052, Australia","institution_ids":["https://openalex.org/I31746571"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055952724","display_name":"Arcot Sowmya","orcid":"https://orcid.org/0000-0001-9236-5063"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"A. Sowmya","raw_affiliation_strings":["School of Computer Science and Engineering, University of New South Wales, Sydney, NSW, Australia","School of Computer Science & Engineering, University of New South Wales, Sydney, 2052, Australia"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, University of New South Wales, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I31746571"]},{"raw_affiliation_string":"School of Computer Science & Engineering, University of New South Wales, Sydney, 2052, Australia","institution_ids":["https://openalex.org/I31746571"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5045204104"],"corresponding_institution_ids":["https://openalex.org/I31746571"],"apc_list":null,"apc_paid":null,"fwci":0.8236,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.73619246,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"3749","issue":null,"first_page":"5310","last_page":"5313"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10531","display_name":"Advanced Vision and Imaging","score":0.9979000091552734,"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/T10531","display_name":"Advanced Vision and Imaging","score":0.9979000091552734,"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/T13114","display_name":"Image Processing Techniques and Applications","score":0.9973999857902527,"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/T12859","display_name":"Cell Image Analysis Techniques","score":0.9973000288009644,"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/computer-science","display_name":"Computer science","score":0.7722305059432983},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.7564932107925415},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6536616683006287},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6471772193908691},{"id":"https://openalex.org/keywords/contrast","display_name":"Contrast (vision)","score":0.6260993480682373},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5787862539291382},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5077258348464966},{"id":"https://openalex.org/keywords/phase-contrast-microscopy","display_name":"Phase contrast microscopy","score":0.4663027822971344},{"id":"https://openalex.org/keywords/tracking-system","display_name":"Tracking system","score":0.4553757607936859},{"id":"https://openalex.org/keywords/kalman-filter","display_name":"Kalman filter","score":0.06872901320457458},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.0634157657623291}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7722305059432983},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.7564932107925415},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6536616683006287},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6471772193908691},{"id":"https://openalex.org/C2776502983","wikidata":"https://www.wikidata.org/wiki/Q690182","display_name":"Contrast (vision)","level":2,"score":0.6260993480682373},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5787862539291382},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5077258348464966},{"id":"https://openalex.org/C151193507","wikidata":"https://www.wikidata.org/wiki/Q898815","display_name":"Phase contrast microscopy","level":2,"score":0.4663027822971344},{"id":"https://openalex.org/C154586513","wikidata":"https://www.wikidata.org/wiki/Q4420972","display_name":"Tracking system","level":3,"score":0.4553757607936859},{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.06872901320457458},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0634157657623291},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","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}],"mesh":[{"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":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008938","descriptor_name":"Mitosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008938","descriptor_name":"Mitosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008938","descriptor_name":"Mitosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012372","descriptor_name":"ROC Curve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012372","descriptor_name":"ROC Curve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012372","descriptor_name":"ROC Curve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc.2012.6347193","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2012.6347193","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society","raw_type":"proceedings-article"},{"id":"pmid:23367128","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/23367128","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":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320965","display_name":"University of New South Wales","ror":"https://ror.org/03r8z3t63"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1492395945","https://openalex.org/W1529291652","https://openalex.org/W1840672702","https://openalex.org/W1989493360","https://openalex.org/W2001280306","https://openalex.org/W2002089932","https://openalex.org/W2038731209","https://openalex.org/W2044599041","https://openalex.org/W2101187282","https://openalex.org/W2119958205","https://openalex.org/W2134529534","https://openalex.org/W6629226808"],"related_works":["https://openalex.org/W2394134009","https://openalex.org/W1971984615","https://openalex.org/W2046099857","https://openalex.org/W2806679586","https://openalex.org/W4315836311","https://openalex.org/W186269150","https://openalex.org/W2393252924","https://openalex.org/W2081487848","https://openalex.org/W2787600244","https://openalex.org/W2186532442"],"abstract_inverted_index":{"Cell":[0],"tracking":[1,15,35,58,85,96,146],"is":[2,87],"a":[3,57,121,144],"crucial":[4],"component":[5],"of":[6,20,49,81,95,120],"many":[7,82],"biomedical":[8],"image":[9],"analysis":[10],"applications.":[11],"Many":[12],"available":[13],"cell":[14,22,29,38,66],"systems":[16],"assume":[17],"high":[18],"precision":[19],"the":[21,34,47,79,101,108,112,118,134,138],"detection":[23,30,140],"module.":[24],"Therefore":[25],"low":[26],"performance":[27],"in":[28,46,143],"can":[31,69,91],"heavily":[32],"affect":[33],"results.":[36],"Unfortunately":[37],"segmentation":[39,67],"modules":[40],"often":[41],"have":[42],"significant":[43],"errors,":[44],"especially":[45],"case":[48],"phase-contrast":[50],"imaging.":[51],"In":[52],"this":[53],"paper":[54],"we":[55,110],"propose":[56],"method":[59],"that":[60,129],"does":[61],"not":[62],"rely":[63],"on":[64],"perfect":[65],"and":[68,77,90,103,116,141],"deal":[70],"with":[71],"uncertainties":[72],"by":[73],"exploiting":[74],"temporal":[75,131],"information":[76,132],"aggregating":[78],"results":[80,127,142],"frames.":[83],"Our":[84],"algorithm":[86],"fully":[88],"automated":[89],"handle":[92,107],"common":[93],"challenges":[94],"such":[97],"as":[98],"cells":[99],"entering/exiting":[100],"screen":[102],"mitosis":[104],"events.":[105],"To":[106],"latter,":[109],"modify":[111],"standard":[113],"flow":[114],"network":[115],"introduce":[117],"concept":[119],"splitting":[122],"node":[123],"into":[124],"it.":[125],"Experiment":[126],"show":[128],"adding":[130],"from":[133],"video":[135],"microscopy":[136],"improves":[137],"cell/mitosis":[139],"better":[145],"system.":[147]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":2}],"updated_date":"2026-01-13T01:12:25.745995","created_date":"2025-10-10T00:00:00"}