{"id":"https://openalex.org/W2590872110","doi":"https://doi.org/10.1109/icmlc.2016.7860938","title":"Macrophage learning-tracking algorithm in time-lapse MR images","display_name":"Macrophage learning-tracking algorithm in time-lapse MR images","publication_year":2016,"publication_date":"2016-07-01","ids":{"openalex":"https://openalex.org/W2590872110","doi":"https://doi.org/10.1109/icmlc.2016.7860938","mag":"2590872110"},"language":"en","primary_location":{"id":"doi:10.1109/icmlc.2016.7860938","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmlc.2016.7860938","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 International Conference on Machine Learning and Cybernetics (ICMLC)","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/A5020249193","display_name":"Tashita Atsuki","orcid":null},"institutions":[{"id":"https://openalex.org/I180941496","display_name":"University of Hyogo","ror":"https://ror.org/0151bmh98","country_code":"JP","type":"education","lineage":["https://openalex.org/I180941496"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Atsuki Tashita","raw_affiliation_strings":["Graduate School of Engineering, University of Hyogo, JAPAN"],"affiliations":[{"raw_affiliation_string":"Graduate School of Engineering, University of Hyogo, JAPAN","institution_ids":["https://openalex.org/I180941496"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042142624","display_name":"Syoji Kobashi","orcid":"https://orcid.org/0000-0003-3659-4114"},"institutions":[{"id":"https://openalex.org/I98285908","display_name":"Osaka University","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]},{"id":"https://openalex.org/I180941496","display_name":"University of Hyogo","ror":"https://ror.org/0151bmh98","country_code":"JP","type":"education","lineage":["https://openalex.org/I180941496"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Syoji Kobashi","raw_affiliation_strings":["Graduate School of Engineering, University of Hyogo, JAPAN","WPI Immunology Frontier Research Center, Osaka University, JAPAN"],"affiliations":[{"raw_affiliation_string":"Graduate School of Engineering, University of Hyogo, JAPAN","institution_ids":["https://openalex.org/I180941496"]},{"raw_affiliation_string":"WPI Immunology Frontier Research Center, Osaka University, JAPAN","institution_ids":["https://openalex.org/I98285908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075379571","display_name":"Manabu Nii","orcid":"https://orcid.org/0000-0002-2830-1169"},"institutions":[{"id":"https://openalex.org/I98285908","display_name":"Osaka University","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]},{"id":"https://openalex.org/I180941496","display_name":"University of Hyogo","ror":"https://ror.org/0151bmh98","country_code":"JP","type":"education","lineage":["https://openalex.org/I180941496"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Manabu Nii","raw_affiliation_strings":["Graduate School of Engineering, University of Hyogo, JAPAN","WPI Immunology Frontier Research Center, Osaka University, JAPAN"],"affiliations":[{"raw_affiliation_string":"Graduate School of Engineering, University of Hyogo, JAPAN","institution_ids":["https://openalex.org/I180941496"]},{"raw_affiliation_string":"WPI Immunology Frontier Research Center, Osaka University, JAPAN","institution_ids":["https://openalex.org/I98285908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090129110","display_name":"Yuki Mori","orcid":"https://orcid.org/0000-0003-4208-0005"},"institutions":[{"id":"https://openalex.org/I98285908","display_name":"Osaka University","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yuki Mori","raw_affiliation_strings":["WPI Immunology Frontier Research Center, Osaka University, JAPAN"],"affiliations":[{"raw_affiliation_string":"WPI Immunology Frontier Research Center, Osaka University, JAPAN","institution_ids":["https://openalex.org/I98285908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047385814","display_name":"Yoshichika Yoshioka","orcid":"https://orcid.org/0000-0003-4361-6668"},"institutions":[{"id":"https://openalex.org/I98285908","display_name":"Osaka University","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yoshichika Yoshioka","raw_affiliation_strings":["WPI Immunology Frontier Research Center, Osaka University, JAPAN"],"affiliations":[{"raw_affiliation_string":"WPI Immunology Frontier Research Center, Osaka University, JAPAN","institution_ids":["https://openalex.org/I98285908"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068575065","display_name":"Yutaka Hata","orcid":"https://orcid.org/0000-0002-7606-6407"},"institutions":[{"id":"https://openalex.org/I180941496","display_name":"University of Hyogo","ror":"https://ror.org/0151bmh98","country_code":"JP","type":"education","lineage":["https://openalex.org/I180941496"]},{"id":"https://openalex.org/I98285908","display_name":"Osaka University","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yutaka Hata","raw_affiliation_strings":["Graduate School of Simulation Studies, University of Hyogo, JAPAN","WPI Immunology Frontier Research Center, Osaka University, JAPAN"],"affiliations":[{"raw_affiliation_string":"Graduate School of Simulation Studies, University of Hyogo, JAPAN","institution_ids":["https://openalex.org/I180941496"]},{"raw_affiliation_string":"WPI Immunology Frontier Research Center, Osaka University, JAPAN","institution_ids":["https://openalex.org/I98285908"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5020249193"],"corresponding_institution_ids":["https://openalex.org/I180941496"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.18303381,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"421","last_page":"426"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9909999966621399,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9909999966621399,"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/T13731","display_name":"Advanced Computing and Algorithms","score":0.9839000105857849,"subfield":{"id":"https://openalex.org/subfields/3322","display_name":"Urban Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11313","display_name":"Immune cells in cancer","score":0.982699990272522,"subfield":{"id":"https://openalex.org/subfields/2403","display_name":"Immunology"},"field":{"id":"https://openalex.org/fields/24","display_name":"Immunology and Microbiology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.8029575347900391},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.7554507851600647},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6515170335769653},{"id":"https://openalex.org/keywords/macrophage","display_name":"Macrophage","score":0.6425575613975525},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5725327730178833},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.5574364066123962},{"id":"https://openalex.org/keywords/immune-system","display_name":"Immune system","score":0.5001728534698486},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.49168330430984497},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4099733233451843},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.18509957194328308},{"id":"https://openalex.org/keywords/immunology","display_name":"Immunology","score":0.14715290069580078},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.12818115949630737},{"id":"https://openalex.org/keywords/in-vitro","display_name":"In vitro","score":0.10106155276298523},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.0818379819393158}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.8029575347900391},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.7554507851600647},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6515170335769653},{"id":"https://openalex.org/C2779244956","wikidata":"https://www.wikidata.org/wiki/Q184204","display_name":"Macrophage","level":3,"score":0.6425575613975525},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5725327730178833},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.5574364066123962},{"id":"https://openalex.org/C8891405","wikidata":"https://www.wikidata.org/wiki/Q1059","display_name":"Immune system","level":2,"score":0.5001728534698486},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.49168330430984497},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4099733233451843},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.18509957194328308},{"id":"https://openalex.org/C203014093","wikidata":"https://www.wikidata.org/wiki/Q101929","display_name":"Immunology","level":1,"score":0.14715290069580078},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.12818115949630737},{"id":"https://openalex.org/C202751555","wikidata":"https://www.wikidata.org/wiki/Q221681","display_name":"In vitro","level":2,"score":0.10106155276298523},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0818379819393158},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"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/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icmlc.2016.7860938","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmlc.2016.7860938","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 International Conference on Machine Learning and Cybernetics (ICMLC)","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":10,"referenced_works":["https://openalex.org/W149540474","https://openalex.org/W2032632766","https://openalex.org/W2062846150","https://openalex.org/W2065182922","https://openalex.org/W2088011646","https://openalex.org/W2120079785","https://openalex.org/W2171243491","https://openalex.org/W2222512263","https://openalex.org/W2294113680","https://openalex.org/W2295317115"],"related_works":["https://openalex.org/W2090763504","https://openalex.org/W148178222","https://openalex.org/W2084086966","https://openalex.org/W2104657898","https://openalex.org/W1948992892","https://openalex.org/W1886884218","https://openalex.org/W1910826599","https://openalex.org/W2012353789","https://openalex.org/W2530420969","https://openalex.org/W2051187167"],"abstract_inverted_index":{"It":[0],"is":[1],"difficult":[2],"to":[3,31,83,95,123,136],"observe":[4,32],"the":[5,33,60,69,75,97,109,117,124],"movement":[6],"of":[7,38,44,57,71,77,111],"immune":[8,45],"cells":[9],"in":[10,35,59,99],"vivo":[11],"deep.":[12],"However,":[13],"our":[14],"recent":[15],"study,":[16],"by":[17],"using":[18],"11.7":[19,61],"T":[20,62],"magnetic":[21],"resonance":[22],"imaging":[23],"(MRI),":[24],"shows":[25],"that":[26,91,130],"it":[27],"has":[28],"become":[29],"possible":[30],"macrophages":[34,58,98],"living":[36],"brain":[37],"mouse.":[39,87],"Macrophages":[40],"are":[41,93],"a":[42,52,84,133],"type":[43],"cell.":[46],"In":[47],"this":[48],"paper,":[49],"we":[50,92],"propose":[51],"three":[53,100],"dimensional":[54],"tracking":[55,119],"method":[56,80,115,120],"time":[63],"lapse":[64],"MR":[65],"images":[66],"and":[67,116],"consider":[68],"application":[70],"machine":[72],"learning":[73],"for":[74,108],"detection":[76,110],"macrophages.":[78,112,138],"This":[79],"was":[81],"applied":[82,103,122],"stroke":[85],"model":[86],"The":[88,113,127],"result":[89],"showed":[90,129],"able":[94],"track":[96],"dimensions.":[101],"We":[102],"Support":[104],"Vector":[105],"Machine":[106],"(SVM)":[107],"proposed":[114],"two-dimensional":[118],"were":[121],"artificial":[125],"data.":[126],"results":[128],"SVM":[131],"have":[132],"good":[134],"success":[135],"detect":[137]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}