{"id":"https://openalex.org/W2082578461","doi":"https://doi.org/10.1109/iembs.2011.6091484","title":"Interactive liver tumor segmentation from ct scans using support vector classification with watershed","display_name":"Interactive liver tumor segmentation from ct scans using support vector classification with watershed","publication_year":2011,"publication_date":"2011-08-01","ids":{"openalex":"https://openalex.org/W2082578461","doi":"https://doi.org/10.1109/iembs.2011.6091484","mag":"2082578461","pmid":"https://pubmed.ncbi.nlm.nih.gov/22255708"},"language":"en","primary_location":{"id":"doi:10.1109/iembs.2011.6091484","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iembs.2011.6091484","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 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/A5100399135","display_name":"Xing Zhang","orcid":"https://orcid.org/0000-0002-6634-4338"},"institutions":[{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xing Zhang","raw_affiliation_strings":["Intelligent Medical Research Center, Institute of Automation, Chinese Academy of Sciences, Beijing 100190, China","Intelligent Medical Research Center; Institute of Automation, Chinese Academy of Sciences; Beijing 100190 China"],"affiliations":[{"raw_affiliation_string":"Intelligent Medical Research Center, Institute of Automation, Chinese Academy of Sciences, Beijing 100190, China","institution_ids":["https://openalex.org/I4210094879","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Intelligent Medical Research Center; Institute of Automation, Chinese Academy of Sciences; Beijing 100190 China","institution_ids":["https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112284258","display_name":"Jie Tian","orcid":"https://orcid.org/0009-0001-7785-849X"},"institutions":[{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Tian","raw_affiliation_strings":["Intelligent Medical Research Center, Institute of Automation, Chinese Academy of Sciences (CAS), Beijing, China","Intelligent Medical Research Center; Institute of Automation, Chinese Academy of Sciences; Beijing 100190 China"],"affiliations":[{"raw_affiliation_string":"Intelligent Medical Research Center, Institute of Automation, Chinese Academy of Sciences (CAS), Beijing, China","institution_ids":["https://openalex.org/I4210094879","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Intelligent Medical Research Center; Institute of Automation, Chinese Academy of Sciences; Beijing 100190 China","institution_ids":["https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031688232","display_name":"Dehui Xiang","orcid":"https://orcid.org/0000-0001-7873-9778"},"institutions":[{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dehui Xiang","raw_affiliation_strings":["Intelligent Medical Research Center, Institute of Automation, Chinese Academy of Sciences (CAS), Beijing, China","Intelligent Medical Research Center; Institute of Automation, Chinese Academy of Sciences; Beijing 100190 China"],"affiliations":[{"raw_affiliation_string":"Intelligent Medical Research Center, Institute of Automation, Chinese Academy of Sciences (CAS), Beijing, China","institution_ids":["https://openalex.org/I4210094879","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Intelligent Medical Research Center; Institute of Automation, Chinese Academy of Sciences; Beijing 100190 China","institution_ids":["https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101651078","display_name":"Xiuli Li","orcid":"https://orcid.org/0000-0002-9109-8298"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiuli Li","raw_affiliation_strings":["Intelligent Medical Research Center, Institute of Automation, Chinese Academy of Sciences (CAS), Beijing, China","Intelligent Medical Research Center; Institute of Automation, Chinese Academy of Sciences; Beijing 100190 China"],"affiliations":[{"raw_affiliation_string":"Intelligent Medical Research Center, Institute of Automation, Chinese Academy of Sciences (CAS), Beijing, China","institution_ids":["https://openalex.org/I4210094879","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Intelligent Medical Research Center; Institute of Automation, Chinese Academy of Sciences; Beijing 100190 China","institution_ids":["https://openalex.org/I19820366"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062952723","display_name":"Kexin Deng","orcid":"https://orcid.org/0000-0001-8861-5146"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kexin Deng","raw_affiliation_strings":["Life Science Research Center, Xidian University, Xian, Shanxi, China","Life Science Research Center, Xidian University, Xi'an, Shanxi 710071, China"],"affiliations":[{"raw_affiliation_string":"Life Science Research Center, Xidian University, Xian, Shanxi, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"Life Science Research Center, Xidian University, Xi'an, Shanxi 710071, China","institution_ids":["https://openalex.org/I149594827"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100399135"],"corresponding_institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210094879"],"apc_list":null,"apc_paid":null,"fwci":1.8029,"has_fulltext":false,"cited_by_count":49,"citation_normalized_percentile":{"value":0.87728834,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"2011","issue":null,"first_page":"6005","last_page":"6008"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9961000084877014,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9961000084877014,"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/T10862","display_name":"AI in cancer detection","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9954000115394592,"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/support-vector-machine","display_name":"Support vector machine","score":0.780733048915863},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.74850994348526},{"id":"https://openalex.org/keywords/watershed","display_name":"Watershed","score":0.6991725564002991},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6518530249595642},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6292158365249634},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5693158507347107},{"id":"https://openalex.org/keywords/liver-parenchyma","display_name":"Liver parenchyma","score":0.5606818795204163},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5381065607070923},{"id":"https://openalex.org/keywords/volume","display_name":"Volume (thermodynamics)","score":0.44761496782302856},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4469461143016815},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.44650769233703613},{"id":"https://openalex.org/keywords/computed-tomography","display_name":"Computed tomography","score":0.44177955389022827},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.41949188709259033},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3717155456542969},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.2056141197681427},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.16287639737129211}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.780733048915863},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.74850994348526},{"id":"https://openalex.org/C150547873","wikidata":"https://www.wikidata.org/wiki/Q947851","display_name":"Watershed","level":2,"score":0.6991725564002991},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6518530249595642},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6292158365249634},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5693158507347107},{"id":"https://openalex.org/C2994599478","wikidata":"https://www.wikidata.org/wiki/Q9368","display_name":"Liver parenchyma","level":2,"score":0.5606818795204163},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5381065607070923},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.44761496782302856},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4469461143016815},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.44650769233703613},{"id":"https://openalex.org/C544519230","wikidata":"https://www.wikidata.org/wiki/Q32566","display_name":"Computed tomography","level":2,"score":0.44177955389022827},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.41949188709259033},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3717155456542969},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.2056141197681427},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.16287639737129211},{"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},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008113","descriptor_name":"Liver Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D008113","descriptor_name":"Liver Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D008113","descriptor_name":"Liver Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D011856","descriptor_name":"Radiographic Image Enhancement","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D011856","descriptor_name":"Radiographic Image Enhancement","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D011856","descriptor_name":"Radiographic Image Enhancement","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D011857","descriptor_name":"Radiographic Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D011857","descriptor_name":"Radiographic Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D011857","descriptor_name":"Radiographic Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D014584","descriptor_name":"User-Computer Interface","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014584","descriptor_name":"User-Computer Interface","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014584","descriptor_name":"User-Computer Interface","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/iembs.2011.6091484","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iembs.2011.6091484","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society","raw_type":"proceedings-article"},{"id":"pmid:22255708","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/22255708","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":[{"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land","score":0.7400000095367432}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1869391892","https://openalex.org/W2110511424","https://openalex.org/W2119821739","https://openalex.org/W2124260943","https://openalex.org/W2129663601","https://openalex.org/W2139212933","https://openalex.org/W2146018860","https://openalex.org/W2153635508","https://openalex.org/W3120421331","https://openalex.org/W4205399858","https://openalex.org/W4206232989","https://openalex.org/W4206413783","https://openalex.org/W4239510810","https://openalex.org/W4385967650","https://openalex.org/W6636831853","https://openalex.org/W6805462135","https://openalex.org/W6806433234","https://openalex.org/W6806806457"],"related_works":["https://openalex.org/W1992288292","https://openalex.org/W2493062119","https://openalex.org/W1980614686","https://openalex.org/W4387955966","https://openalex.org/W2144571534","https://openalex.org/W1134571055","https://openalex.org/W2343332128","https://openalex.org/W214080024","https://openalex.org/W2364060089","https://openalex.org/W3046342858"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"present":[4],"an":[5],"interactive":[6],"method":[7,107,131],"for":[8,69],"liver":[9,22,26,62,115],"tumor":[10,116],"segmentation":[11,24,100,117],"from":[12,61],"computed":[13,74],"tomography":[14],"(CT)":[15],"scans.":[16],"After":[17],"some":[18,85],"pre-processing":[19],"operations,":[20],"including":[21],"parenchyma":[23],"and":[25,71,110,126],"contrast":[27],"enhancement,":[28],"the":[29,54,65,91,98,124,129],"CT":[30],"volume":[31,95],"is":[32,51,73,108],"partitioned":[33],"into":[34],"a":[35,45],"large":[36],"number":[37],"of":[38,102,128],"catchment":[39],"basins":[40],"under":[41],"watershed":[42,82],"transform.":[43,83],"Then":[44],"support":[46],"vector":[47,68],"machines":[48],"(SVM)":[49],"classifier":[50],"trained":[52],"on":[53,90,112],"user-selected":[55],"seed":[56],"points":[57],"to":[58,96],"extract":[59],"tumors":[60],"parenchyma,":[63],"while":[64],"corresponding":[66],"feature":[67],"training":[70],"prediction":[72],"based":[75],"upon":[76],"each":[77],"small":[78],"region":[79],"produced":[80],"by":[81],"Finally,":[84],"morphological":[86],"operations":[87],"are":[88],"performed":[89],"whole":[92],"segmented":[93],"binary":[94],"refine":[97],"rough":[99],"result":[101],"SVM":[103],"classification.":[104],"The":[105,120],"proposed":[106,130],"tested":[109],"evaluated":[111],"MICCAI":[113],"2008":[114],"challenge":[118],"datasets.":[119],"experiment":[121],"results":[122],"demonstrate":[123],"accuracy":[125],"efficiency":[127],"so":[132],"that":[133],"indicate":[134],"availability":[135],"in":[136],"clinical":[137],"routines.":[138]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":1}],"updated_date":"2026-01-13T01:12:25.745995","created_date":"2025-10-10T00:00:00"}