{"id":"https://openalex.org/W2081511736","doi":"https://doi.org/10.1109/bmei.2012.6512965","title":"Cytoplasm image classification based on Kolmogorov complexity","display_name":"Cytoplasm image classification based on Kolmogorov complexity","publication_year":2012,"publication_date":"2012-10-01","ids":{"openalex":"https://openalex.org/W2081511736","doi":"https://doi.org/10.1109/bmei.2012.6512965","mag":"2081511736"},"language":"en","primary_location":{"id":"doi:10.1109/bmei.2012.6512965","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bmei.2012.6512965","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 5th International Conference on BioMedical Engineering and Informatics","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/A5061762346","display_name":"Xianglilan Zhang","orcid":"https://orcid.org/0000-0002-4946-4880"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xianglilan Zhang","raw_affiliation_strings":["School of Computer, National University of Defense Technology, Changsha, Hunan 410072, China","National University of Defense Technology, Changsha, Hunan, CN"],"affiliations":[{"raw_affiliation_string":"School of Computer, National University of Defense Technology, Changsha, Hunan 410072, China","institution_ids":["https://openalex.org/I170215575"]},{"raw_affiliation_string":"National University of Defense Technology, Changsha, Hunan, CN","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072417969","display_name":"Hongnan Wang","orcid":"https://orcid.org/0000-0002-6273-8903"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Hongnan Wang","raw_affiliation_strings":["David R. Cheriton School of Computer Science, University of Waterloo, Waterloo, Ontario N2L 3G1, Canada","David R. Cheriton School of Computer Science, University of Waterloo, Waterloo, ONT, Canada"],"affiliations":[{"raw_affiliation_string":"David R. Cheriton School of Computer Science, University of Waterloo, Waterloo, Ontario N2L 3G1, Canada","institution_ids":["https://openalex.org/I151746483"]},{"raw_affiliation_string":"David R. Cheriton School of Computer Science, University of Waterloo, Waterloo, ONT, Canada","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008637180","display_name":"Tony Collins","orcid":"https://orcid.org/0000-0001-7510-6019"},"institutions":[{"id":"https://openalex.org/I98251732","display_name":"McMaster University","ror":"https://ror.org/02fa3aq29","country_code":"CA","type":"education","lineage":["https://openalex.org/I98251732"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Tony J. Collins","raw_affiliation_strings":["Stem Cell and Cancer Research Institute, Mcmaster University, Hamilton, Ontario L8S 4K1, Canada","Stem Cell and Cancer Research Institute, Mcmaster University, Hamilton, ONT, Canada"],"affiliations":[{"raw_affiliation_string":"Stem Cell and Cancer Research Institute, Mcmaster University, Hamilton, Ontario L8S 4K1, Canada","institution_ids":["https://openalex.org/I98251732"]},{"raw_affiliation_string":"Stem Cell and Cancer Research Institute, Mcmaster University, Hamilton, ONT, Canada","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061811574","display_name":"Zhigang Luo","orcid":"https://orcid.org/0000-0002-7552-201X"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhigang Luo","raw_affiliation_strings":["School of Computer, National University of Defense Technology, Changsha, Hunan 410072, China","School of Computer, National University of Defense Technology, Changsha, Hunan, China"],"affiliations":[{"raw_affiliation_string":"School of Computer, National University of Defense Technology, Changsha, Hunan 410072, China","institution_ids":["https://openalex.org/I170215575"]},{"raw_affiliation_string":"School of Computer, National University of Defense Technology, Changsha, Hunan, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100347949","display_name":"Ming Li","orcid":"https://orcid.org/0000-0002-2537-4709"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ming Li","raw_affiliation_strings":["David R. Cheriton School of Computer Science, University of Waterloo, Waterloo, Ontario N2L 3G1, Canada","David R. Cheriton School of Computer Science, University of Waterloo, Waterloo, ONT, Canada"],"affiliations":[{"raw_affiliation_string":"David R. Cheriton School of Computer Science, University of Waterloo, Waterloo, Ontario N2L 3G1, Canada","institution_ids":["https://openalex.org/I151746483"]},{"raw_affiliation_string":"David R. Cheriton School of Computer Science, University of Waterloo, Waterloo, ONT, Canada","institution_ids":["https://openalex.org/I151746483"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5061762346"],"corresponding_institution_ids":["https://openalex.org/I170215575"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.14028179,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"256","last_page":"260"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12002","display_name":"Computability, Logic, AI Algorithms","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T12002","display_name":"Computability, Logic, AI Algorithms","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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":0.9829000234603882,"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/T12946","display_name":"Fractal and DNA sequence analysis","score":0.9617000222206116,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"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/segmentation","display_name":"Segmentation","score":0.6833010315895081},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.676518440246582},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6395672559738159},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6392266154289246},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6059424877166748},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5851293802261353},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.5715610980987549},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5582413673400879},{"id":"https://openalex.org/keywords/scale-space-segmentation","display_name":"Scale-space segmentation","score":0.553534746170044},{"id":"https://openalex.org/keywords/cytoplasm","display_name":"Cytoplasm","score":0.5364001989364624},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5050206780433655},{"id":"https://openalex.org/keywords/segmentation-based-object-categorization","display_name":"Segmentation-based object categorization","score":0.47084710001945496},{"id":"https://openalex.org/keywords/image-texture","display_name":"Image texture","score":0.4491252899169922},{"id":"https://openalex.org/keywords/feature-detection","display_name":"Feature detection (computer vision)","score":0.43531185388565063},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.42216798663139343},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.41830700635910034},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3624652922153473},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.27630937099456787},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.08442196249961853}],"concepts":[{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6833010315895081},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.676518440246582},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6395672559738159},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6392266154289246},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6059424877166748},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5851293802261353},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.5715610980987549},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5582413673400879},{"id":"https://openalex.org/C65885262","wikidata":"https://www.wikidata.org/wiki/Q7429708","display_name":"Scale-space segmentation","level":4,"score":0.553534746170044},{"id":"https://openalex.org/C190062978","wikidata":"https://www.wikidata.org/wiki/Q79899","display_name":"Cytoplasm","level":2,"score":0.5364001989364624},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5050206780433655},{"id":"https://openalex.org/C25694479","wikidata":"https://www.wikidata.org/wiki/Q7446278","display_name":"Segmentation-based object categorization","level":5,"score":0.47084710001945496},{"id":"https://openalex.org/C63099799","wikidata":"https://www.wikidata.org/wiki/Q17147001","display_name":"Image texture","level":4,"score":0.4491252899169922},{"id":"https://openalex.org/C126422989","wikidata":"https://www.wikidata.org/wiki/Q93586","display_name":"Feature detection (computer vision)","level":4,"score":0.43531185388565063},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.42216798663139343},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.41830700635910034},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3624652922153473},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.27630937099456787},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.08442196249961853},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bmei.2012.6512965","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bmei.2012.6512965","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 5th International Conference on BioMedical Engineering and Informatics","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":11,"referenced_works":["https://openalex.org/W1970926690","https://openalex.org/W1985767145","https://openalex.org/W2011473724","https://openalex.org/W2041027694","https://openalex.org/W2050358763","https://openalex.org/W2091708067","https://openalex.org/W2101339948","https://openalex.org/W2117061938","https://openalex.org/W2125598538","https://openalex.org/W2295278941","https://openalex.org/W3003623942"],"related_works":["https://openalex.org/W2204605857","https://openalex.org/W2355370993","https://openalex.org/W2093085045","https://openalex.org/W3196005494","https://openalex.org/W2170380303","https://openalex.org/W2115198604","https://openalex.org/W2184524617","https://openalex.org/W2069318476","https://openalex.org/W3017192027","https://openalex.org/W2183434644"],"abstract_inverted_index":{"Cell":[0],"image":[1,23,30,124,144],"similarity":[2,24],"measurement":[3],"is":[4,34,90,93,138],"a":[5,11,84],"fundamental":[6],"and":[7,41,105,126],"common":[8],"issue":[9],"in":[10,17,69,103,108],"broad":[12],"range":[13],"of":[14,37],"problems,":[15],"especially":[16],"small":[18],"molecule":[19],"screening.":[20],"Existing":[21],"cell":[22,56,64,143],"measures":[25],"are":[26],"based":[27,94],"on":[28,49,95],"nucleus":[29,123],"segmentation":[31,51,59,78,125],"result,":[32],"which":[33,98],"the":[35,44,50,114,146],"basis":[36],"subsequent":[38,127],"feature":[39,128],"extraction":[40,129],"classification.":[42],"However,":[43],"need":[45],"to":[46,72,77,100,130,152],"set":[47],"constraints":[48],"algorithms,":[52],"such":[53],"as":[54],"maximum/minimum":[55],"size,":[57],"means":[58],"errors":[60],"when":[61],"nuclear":[62],"or":[63],"changes;":[65],"even":[66],"cells":[67],"located":[68],"close":[70],"proximity":[71],"each":[73],"other":[74],"would":[75],"lead":[76],"errors.":[79],"To":[80],"overcome":[81],"these":[82],"limitations,":[83],"Cytoplasm":[85],"Image":[86],"Classification":[87],"(CDC)":[88],"method":[89,116,148],"proposed.":[91],"It":[92],"Kolmogorov":[96],"complexity,":[97],"promises":[99],"be":[101],"optimal":[102],"theory,":[104],"hence":[106],"easy-to-use":[107],"practice.":[109],"Compared":[110],"with":[111],"traditional":[112],"approaches,":[113],"CDC":[115,147],"analyzes":[117],"cytoplasm":[118],"images":[119],"directly,":[120],"requires":[121],"no":[122,134],"do":[131],"classification,":[132],"thus":[133],"human":[135],"intervention":[136],"step":[137],"needed.":[139],"In":[140],"classifying":[141],"two":[142],"datasets,":[145],"shows":[149],"comparable":[150],"results":[151],"conventional":[153],"analysis.":[154]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}