{"id":"https://openalex.org/W2045390724","doi":"https://doi.org/10.1109/tmi.2013.2282124","title":"Automatic Detection and Segmentation of Crohn's Disease Tissues From Abdominal MRI","display_name":"Automatic Detection and Segmentation of Crohn's Disease Tissues From Abdominal MRI","publication_year":2013,"publication_date":"2013-09-16","ids":{"openalex":"https://openalex.org/W2045390724","doi":"https://doi.org/10.1109/tmi.2013.2282124","mag":"2045390724","pmid":"https://pubmed.ncbi.nlm.nih.gov/24058021"},"language":"en","primary_location":{"id":"doi:10.1109/tmi.2013.2282124","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2013.2282124","pdf_url":null,"source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Medical Imaging","raw_type":"journal-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/A5078933997","display_name":"Dwarikanath Mahapatra","orcid":"https://orcid.org/0000-0001-9749-7858"},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":true,"raw_author_name":"Dwarikanath Mahapatra","raw_affiliation_strings":["Department of Computer Science, ETH Zurich, Zurich, Switzerland","Department of Computer Science, ETH Zurich, Z\u00fcrich, Switzerland"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, ETH Zurich, Zurich, Switzerland","institution_ids":["https://openalex.org/I35440088"]},{"raw_affiliation_string":"Department of Computer Science, ETH Zurich, Z\u00fcrich, Switzerland","institution_ids":["https://openalex.org/I35440088"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029617163","display_name":"Peter J. Sch\u00fcffler","orcid":null},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Peter J. Schuffler","raw_affiliation_strings":["Department of Computer Science, ETH Zurich, Zurich, Switzerland","Department of Computer Science, ETH Zurich, Z\u00fcrich, Switzerland"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, ETH Zurich, Zurich, Switzerland","institution_ids":["https://openalex.org/I35440088"]},{"raw_affiliation_string":"Department of Computer Science, ETH Zurich, Z\u00fcrich, Switzerland","institution_ids":["https://openalex.org/I35440088"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110153185","display_name":"Jeroen A. W. Tielbeek","orcid":null},"institutions":[{"id":"https://openalex.org/I2802928900","display_name":"Academic Medical Center","ror":"https://ror.org/03t4gr691","country_code":"NL","type":"funder","lineage":["https://openalex.org/I2802928900","https://openalex.org/I4210151833"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Jeroen A. W. Tielbeek","raw_affiliation_strings":["Department of Radiology, Academic Medical Center, Amsterdam, AZ, The Netherlands","Dept. of Radiol., Acad. Med. Center, Amsterdam, Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, Academic Medical Center, Amsterdam, AZ, The Netherlands","institution_ids":["https://openalex.org/I2802928900"]},{"raw_affiliation_string":"Dept. of Radiol., Acad. Med. Center, Amsterdam, Netherlands","institution_ids":["https://openalex.org/I2802928900"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112370505","display_name":"Jesica Makanyanga","orcid":null},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jesica C. Makanyanga","raw_affiliation_strings":["University College London, Centre for Medical Imaging, London, United Kingdom","Centre for Med. Imaging, Univ. Coll. London, London, UK"],"affiliations":[{"raw_affiliation_string":"University College London, Centre for Medical Imaging, London, United Kingdom","institution_ids":["https://openalex.org/I45129253"]},{"raw_affiliation_string":"Centre for Med. Imaging, Univ. Coll. London, London, UK","institution_ids":["https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022556537","display_name":"Jaap Stoker","orcid":"https://orcid.org/0000-0002-9822-3784"},"institutions":[{"id":"https://openalex.org/I2802928900","display_name":"Academic Medical Center","ror":"https://ror.org/03t4gr691","country_code":"NL","type":"funder","lineage":["https://openalex.org/I2802928900","https://openalex.org/I4210151833"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Jaap Stoker","raw_affiliation_strings":["Department of Radiology, Academic Medical Center, Amsterdam, AZ, The Netherlands","Dept. of Radiol., Acad. Med. Center, Amsterdam, Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, Academic Medical Center, Amsterdam, AZ, The Netherlands","institution_ids":["https://openalex.org/I2802928900"]},{"raw_affiliation_string":"Dept. of Radiol., Acad. Med. Center, Amsterdam, Netherlands","institution_ids":["https://openalex.org/I2802928900"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012764146","display_name":"Stuart A. Taylor","orcid":"https://orcid.org/0000-0002-6765-8806"},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Stuart A. Taylor","raw_affiliation_strings":["University College London, Centre for Medical Imaging, London, United Kingdom","Centre for Med. Imaging, Univ. Coll. London, London, UK"],"affiliations":[{"raw_affiliation_string":"University College London, Centre for Medical Imaging, London, United Kingdom","institution_ids":["https://openalex.org/I45129253"]},{"raw_affiliation_string":"Centre for Med. Imaging, Univ. Coll. London, London, UK","institution_ids":["https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107407715","display_name":"Franciscus M. Vos","orcid":null},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Franciscus M. Vos","raw_affiliation_strings":["Department of Radiology, Delft University of Technology, Delft, CJ, The Netherlands","Dept. of Radiol., Delft Univ. of Technol., Delft, Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, Delft University of Technology, Delft, CJ, The Netherlands","institution_ids":["https://openalex.org/I98358874"]},{"raw_affiliation_string":"Dept. of Radiol., Delft Univ. of Technol., Delft, Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038199211","display_name":"Joachim M. Buhmann","orcid":"https://orcid.org/0000-0002-6613-7101"},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Joachim M. Buhmann","raw_affiliation_strings":["Department of Computer Science, ETH Zurich, Zurich, Switzerland","Department of Computer Science, ETH Zurich, Z\u00fcrich, Switzerland"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, ETH Zurich, Zurich, Switzerland","institution_ids":["https://openalex.org/I35440088"]},{"raw_affiliation_string":"Department of Computer Science, ETH Zurich, Z\u00fcrich, Switzerland","institution_ids":["https://openalex.org/I35440088"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5078933997"],"corresponding_institution_ids":["https://openalex.org/I35440088"],"apc_list":null,"apc_paid":null,"fwci":6.6508,"has_fulltext":false,"cited_by_count":78,"citation_normalized_percentile":{"value":0.96882246,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"32","issue":"12","first_page":"2332","last_page":"2347"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9958999752998352,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9929999709129333,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.7886950969696045},{"id":"https://openalex.org/keywords/voxel","display_name":"Voxel","score":0.6669233441352844},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6615208983421326},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6267222762107849},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.626676082611084},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5553228855133057},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5171917676925659},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.4954184293746948},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.4553227722644806},{"id":"https://openalex.org/keywords/level-set","display_name":"Level set (data structures)","score":0.4402351677417755},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.382072776556015},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.14939087629318237},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.14403581619262695}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7886950969696045},{"id":"https://openalex.org/C54170458","wikidata":"https://www.wikidata.org/wiki/Q663554","display_name":"Voxel","level":2,"score":0.6669233441352844},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6615208983421326},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6267222762107849},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.626676082611084},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5553228855133057},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5171917676925659},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.4954184293746948},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.4553227722644806},{"id":"https://openalex.org/C153008295","wikidata":"https://www.wikidata.org/wiki/Q6535093","display_name":"Level set (data structures)","level":2,"score":0.4402351677417755},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.382072776556015},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.14939087629318237},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.14403581619262695},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1109/tmi.2013.2282124","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2013.2282124","pdf_url":null,"source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Medical Imaging","raw_type":"journal-article"},{"id":"pmid:24058021","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/24058021","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":"IEEE transactions on medical imaging","raw_type":null},{"id":"pmh:oai:pure.amsterdamumc.nl:openaire_cris_publications/ea6f5b06-22a1-49d2-bd52-5c83e4054fbc","is_oa":false,"landing_page_url":"https://pure.amsterdamumc.nl/en/publications/ea6f5b06-22a1-49d2-bd52-5c83e4054fbc","pdf_url":null,"source":{"id":"https://openalex.org/S7407055222","display_name":"Pure Amsterdam UMC","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Mahapatra, D, Schueffler, P, Tielbeek, J, Makanyanga, J, Stoker, J, Taylor, S, Vos, F & Buhmann, J 2013, 'Automatic Detection and Segmentation of Crohn's Disease Tissues From Abdominal MRI', IEEE transactions on medical imaging, vol. 32, no. 12, pp. 2332-2347. https://doi.org/10.1109/TMI.2013.2282124","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:amcpub:oai:pure.amc.nl:publications/355deb7f-cef7-4097-8346-eafe86f8d14b","is_oa":false,"landing_page_url":"https://pure.amc.nl/en/publications/automatic-detection-and-segmentation-of-crohns-disease-tissues-from-abdominal-mri(355deb7f-cef7-4097-8346-eafe86f8d14b).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE transactions on medical imaging, 32(12), 2332 - 2347. Institute of Electrical and Electronics Engineers Inc.","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:eprints.ucl.ac.uk.OAI2:1417791","is_oa":false,"landing_page_url":"http://discovery.ucl.ac.uk/1417791/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400024","display_name":"UCL Discovery (University College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I45129253","host_organization_name":"University College London","host_organization_lineage":["https://openalex.org/I45129253"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"   IEEE TRANSACTIONS ON MEDICAL IMAGING , 32  (12)   pp. 2332-2347.   (2013)      ","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320286","display_name":"University College London","ror":"https://ror.org/02jx3x895"},{"id":"https://openalex.org/F4320321652","display_name":"Eidgen\u00f6ssische Technische Hochschule Z\u00fcrich","ror":"https://ror.org/05a28rw58"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":63,"referenced_works":["https://openalex.org/W1865761","https://openalex.org/W105577636","https://openalex.org/W116480831","https://openalex.org/W152195102","https://openalex.org/W154299906","https://openalex.org/W180199577","https://openalex.org/W188807991","https://openalex.org/W273955616","https://openalex.org/W1482628503","https://openalex.org/W1510433709","https://openalex.org/W1517273125","https://openalex.org/W1526682349","https://openalex.org/W1534839269","https://openalex.org/W1568207135","https://openalex.org/W1726308362","https://openalex.org/W1803207300","https://openalex.org/W1965200384","https://openalex.org/W1975092694","https://openalex.org/W1992533954","https://openalex.org/W2005257493","https://openalex.org/W2008548542","https://openalex.org/W2009331971","https://openalex.org/W2016724224","https://openalex.org/W2034067627","https://openalex.org/W2040414046","https://openalex.org/W2042481715","https://openalex.org/W2066548055","https://openalex.org/W2071353422","https://openalex.org/W2081432165","https://openalex.org/W2088339151","https://openalex.org/W2101689475","https://openalex.org/W2103905253","https://openalex.org/W2110261828","https://openalex.org/W2113282793","https://openalex.org/W2115460981","https://openalex.org/W2116730809","https://openalex.org/W2118246710","https://openalex.org/W2129259959","https://openalex.org/W2129859455","https://openalex.org/W2135587681","https://openalex.org/W2136134935","https://openalex.org/W2143481518","https://openalex.org/W2143516773","https://openalex.org/W2146089088","https://openalex.org/W2146994775","https://openalex.org/W2150267693","https://openalex.org/W2154410899","https://openalex.org/W2158004511","https://openalex.org/W2169197685","https://openalex.org/W2171484002","https://openalex.org/W2190355346","https://openalex.org/W2911964244","https://openalex.org/W3099404130","https://openalex.org/W6604699126","https://openalex.org/W6606168485","https://openalex.org/W6610017368","https://openalex.org/W6628777842","https://openalex.org/W6631510977","https://openalex.org/W6633882708","https://openalex.org/W6637605636","https://openalex.org/W6638184415","https://openalex.org/W6652484010","https://openalex.org/W6670927870"],"related_works":["https://openalex.org/W2517104666","https://openalex.org/W2005437358","https://openalex.org/W1669643531","https://openalex.org/W2008656436","https://openalex.org/W2134924024","https://openalex.org/W2023558673","https://openalex.org/W2110230079","https://openalex.org/W1982826852","https://openalex.org/W2541006167","https://openalex.org/W2150788460"],"abstract_inverted_index":{"We":[0],"propose":[1],"an":[2,199],"information":[3,149,194],"processing":[4],"pipeline":[5],"for":[6,82],"segmenting":[7],"parts":[8],"of":[9,44,62,89,96,107,151,163,181,188,202,211],"the":[10,60,68,75,94,155,160],"bowel":[11],"in":[12,115],"abdominal":[13],"magnetic":[14,25],"resonance":[15,26],"images":[16],"that":[17,170],"are":[18,70,80,110,137,144,198,206],"affected":[19],"with":[20,177],"Crohn's":[21,45],"disease.":[22],"Given":[23],"a":[24,86,116],"imaging":[27],"test":[28],"volume,":[29],"it":[30],"is":[31,39],"first":[32],"oversegmented":[33],"into":[34],"supervoxels":[35,53],"and":[36,129,132,185,195,205],"each":[37,83,97,152],"supervoxel":[38],"analyzed":[40],"to":[41,73,154,208],"detect":[42],"presence":[43],"disease":[46],"using":[47,85],"random":[48],"forest":[49],"(RF)":[50],"classifiers.":[51,166],"The":[52,104],"identified":[54],"as":[55,112],"containing":[56],"diseased":[57,76],"tissues":[58],"define":[59],"volume":[61],"interest":[63],"(VOI).":[64],"All":[65],"voxels":[66],"within":[67],"VOI":[69],"further":[71],"investigated":[72],"segment":[74],"region.":[77],"Probability":[78],"maps":[79,109],"generated":[81],"voxel":[84,98],"second":[87,161],"set":[88,162],"RF":[90,165],"classifiers":[91],"which":[92],"give":[93],"probabilities":[95],"being":[99],"diseased,":[100],"normal":[101],"or":[102],"background.":[103],"negative":[105],"log-likelihood":[106],"these":[108],"used":[111,138],"penalty":[113],"costs":[114],"graph":[117],"cut":[118],"segmentation":[119,175],"framework.":[120],"Low":[121],"level":[122,134],"features":[123,136,197],"like":[124],"intensity":[125],"statistics,":[126],"texture":[127],"anisotropy":[128],"curvature":[130],"asymmetry,":[131],"high":[133,174],"context":[135,196],"at":[139],"different":[140,209],"stages.":[141],"Smoothness":[142],"constraints":[143],"imposed":[145],"based":[146],"on":[147],"semantic":[148],"(importance":[150],"feature":[153],"classification":[156],"task)":[157],"derived":[158],"from":[159],"learned":[164],"Experimental":[167],"results":[168],"show":[169],"our":[171,203],"method":[172,204],"achieves":[173],"accuracy":[176],"Dice":[178],"metric":[179],"values":[180],"0.90":[182],"\u00b1":[183,190],"0.04":[184],"Hausdorff":[186],"distance":[187],"7.3":[189],"0.8":[191],"mm.":[192],"Semantic":[193],"integral":[200],"part":[201],"robust":[207],"levels":[210],"added":[212],"noise.":[213]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":14},{"year":2017,"cited_by_count":8},{"year":2016,"cited_by_count":9},{"year":2015,"cited_by_count":6},{"year":2014,"cited_by_count":9},{"year":2013,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
