{"id":"https://openalex.org/W2112548940","doi":"https://doi.org/10.1109/tmi.2009.2016560","title":"Registration of Cervical MRI Using Multifeature Mutual Information","display_name":"Registration of Cervical MRI Using Multifeature Mutual Information","publication_year":2009,"publication_date":"2009-03-12","ids":{"openalex":"https://openalex.org/W2112548940","doi":"https://doi.org/10.1109/tmi.2009.2016560","mag":"2112548940","pmid":"https://pubmed.ncbi.nlm.nih.gov/19278929"},"language":"en","primary_location":{"id":"doi:10.1109/tmi.2009.2016560","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2009.2016560","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/A5025788902","display_name":"Marius Staring","orcid":"https://orcid.org/0000-0003-2885-5812"},"institutions":[{"id":"https://openalex.org/I2800006345","display_name":"Leiden University Medical Center","ror":"https://ror.org/05xvt9f17","country_code":"NL","type":"funder","lineage":["https://openalex.org/I2800006345"]},{"id":"https://openalex.org/I3018483916","display_name":"University Medical Center Utrecht","ror":"https://ror.org/0575yy874","country_code":"NL","type":"healthcare","lineage":["https://openalex.org/I3018483916"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"M. Staring","raw_affiliation_strings":["University Medical Center Utrecht, Image Sciences Institute, Utrecht, The Netherlands. m.staring@lumc.nl","Leiden University Medical Center, Leiden, Netherlands","Image Sciences Institute, University Medical Center Utrecht, Utrecht, Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Medical Center Utrecht, Image Sciences Institute, Utrecht, The Netherlands. m.staring@lumc.nl","institution_ids":["https://openalex.org/I3018483916"]},{"raw_affiliation_string":"Leiden University Medical Center, Leiden, Netherlands","institution_ids":["https://openalex.org/I2800006345"]},{"raw_affiliation_string":"Image Sciences Institute, University Medical Center Utrecht, Utrecht, Netherlands","institution_ids":["https://openalex.org/I3018483916"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002901679","display_name":"Uulke A. van der Heide","orcid":"https://orcid.org/0000-0002-4146-6419"},"institutions":[{"id":"https://openalex.org/I3018483916","display_name":"University Medical Center Utrecht","ror":"https://ror.org/0575yy874","country_code":"NL","type":"healthcare","lineage":["https://openalex.org/I3018483916"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"U.A. van der Heide","raw_affiliation_strings":["Department of Radiotherapy, University Medical Center Utrecht, Utrecht, Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiotherapy, University Medical Center Utrecht, Utrecht, Netherlands","institution_ids":["https://openalex.org/I3018483916"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052901925","display_name":"Stefan Klein","orcid":"https://orcid.org/0000-0003-4449-6784"},"institutions":[{"id":"https://openalex.org/I3018483916","display_name":"University Medical Center Utrecht","ror":"https://ror.org/0575yy874","country_code":"NL","type":"healthcare","lineage":["https://openalex.org/I3018483916"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"S. Klein","raw_affiliation_strings":["Image Sciences Institute, University Medical Center Utrecht, Utrecht, Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Image Sciences Institute, University Medical Center Utrecht, Utrecht, Netherlands","institution_ids":["https://openalex.org/I3018483916"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033933581","display_name":"Max A. Viergever","orcid":"https://orcid.org/0000-0003-2582-042X"},"institutions":[{"id":"https://openalex.org/I3018483916","display_name":"University Medical Center Utrecht","ror":"https://ror.org/0575yy874","country_code":"NL","type":"healthcare","lineage":["https://openalex.org/I3018483916"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"M.A. Viergever","raw_affiliation_strings":["Image Sciences Institute, University Medical Center Utrecht, Utrecht, Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Image Sciences Institute, University Medical Center Utrecht, Utrecht, Netherlands","institution_ids":["https://openalex.org/I3018483916"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057583165","display_name":"Josien P. W. Pluim","orcid":"https://orcid.org/0000-0001-7327-9178"},"institutions":[{"id":"https://openalex.org/I3018483916","display_name":"University Medical Center Utrecht","ror":"https://ror.org/0575yy874","country_code":"NL","type":"healthcare","lineage":["https://openalex.org/I3018483916"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"J. Pluim","raw_affiliation_strings":["Image Sciences Institute, University Medical Center Utrecht, Utrecht, Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Image Sciences Institute, University Medical Center Utrecht, Utrecht, Netherlands","institution_ids":["https://openalex.org/I3018483916"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.2726,"has_fulltext":false,"cited_by_count":106,"citation_normalized_percentile":{"value":0.96946377,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"28","issue":"9","first_page":"1412","last_page":"1421"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14510","display_name":"Medical Imaging and Analysis","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T14510","display_name":"Medical Imaging and Analysis","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9970999956130981,"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":0.996999979019165,"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/image-registration","display_name":"Image registration","score":0.5726046562194824},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5675448179244995},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.520862877368927},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.505406379699707},{"id":"https://openalex.org/keywords/mutual-information","display_name":"Mutual information","score":0.500809907913208},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.27542197704315186}],"concepts":[{"id":"https://openalex.org/C166704113","wikidata":"https://www.wikidata.org/wiki/Q861092","display_name":"Image registration","level":3,"score":0.5726046562194824},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5675448179244995},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.520862877368927},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.505406379699707},{"id":"https://openalex.org/C152139883","wikidata":"https://www.wikidata.org/wiki/Q252973","display_name":"Mutual information","level":2,"score":0.500809907913208},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.27542197704315186}],"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":"D001743","descriptor_name":"Urinary Bladder","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":false},{"descriptor_ui":"D001743","descriptor_name":"Urinary Bladder","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":false},{"descriptor_ui":"D001743","descriptor_name":"Urinary Bladder","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":false},{"descriptor_ui":"D002583","descriptor_name":"Uterine Cervical Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D002583","descriptor_name":"Uterine Cervical Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D002583","descriptor_name":"Uterine Cervical Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D002584","descriptor_name":"Cervix Uteri","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":false},{"descriptor_ui":"D002584","descriptor_name":"Cervix Uteri","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":false},{"descriptor_ui":"D002584","descriptor_name":"Cervix Uteri","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D012007","descriptor_name":"Rectum","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":false},{"descriptor_ui":"D012007","descriptor_name":"Rectum","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":false},{"descriptor_ui":"D012007","descriptor_name":"Rectum","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":false},{"descriptor_ui":"D014599","descriptor_name":"Uterus","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":false},{"descriptor_ui":"D014599","descriptor_name":"Uterus","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":false},{"descriptor_ui":"D014599","descriptor_name":"Uterus","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":false},{"descriptor_ui":"D025341","descriptor_name":"Principal Component Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D025341","descriptor_name":"Principal Component Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D025341","descriptor_name":"Principal Component Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":6,"locations":[{"id":"doi:10.1109/tmi.2009.2016560","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2009.2016560","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:19278929","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/19278929","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.tue.nl:openaire_cris_publications/39c47249-b241-4425-957d-aef50b7499c3","is_oa":false,"landing_page_url":"https://research.tue.nl/en/publications/39c47249-b241-4425-957d-aef50b7499c3","pdf_url":null,"source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","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":"Staring, M, Heide, van der, U A, Klein, S, Viergever, M A & Pluim, J P W 2009, 'Registration of cervical MRI using multifeature mutual information', IEEE Transactions on Medical Imaging, vol. 28, no. 9, pp. 1412-1421. https://doi.org/10.1109/TMI.2009.2016560","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:781113","is_oa":false,"landing_page_url":"http://library.tue.nl/csp/dare/LinkToRepository.csp?recordnumber=781113","pdf_url":null,"source":{"id":"https://openalex.org/S4406923046","display_name":"TU/e Research Portal (Eindhoven University of Technology)","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISSN:0278-0062","raw_type":"Article / Letter to the editor"},{"id":"pmh:oai:library.tue.nl:781113","is_oa":false,"landing_page_url":"http://repository.tue.nl/781113","pdf_url":null,"source":{"id":"https://openalex.org/S4406923046","display_name":"TU/e Research Portal (Eindhoven University of Technology)","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISSN:0278-0062","raw_type":"Article / Letter to the editor"},{"id":"pmh:tue:oai:pure.tue.nl:publications/39c47249-b241-4425-957d-aef50b7499c3","is_oa":false,"landing_page_url":"https://research.tue.nl/nl/publications/39c47249-b241-4425-957d-aef50b7499c3","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, 28(9), 1412 - 1421. Institute of Electrical and Electronics Engineers","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320337372","display_name":"U.S. National Library of Medicine","ror":"https://ror.org/0060t0j89"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W1492067814","https://openalex.org/W1874027545","https://openalex.org/W1987869189","https://openalex.org/W2005085251","https://openalex.org/W2014068360","https://openalex.org/W2020830322","https://openalex.org/W2028766220","https://openalex.org/W2031418735","https://openalex.org/W2049247209","https://openalex.org/W2050504044","https://openalex.org/W2052617496","https://openalex.org/W2060677448","https://openalex.org/W2066945972","https://openalex.org/W2078414134","https://openalex.org/W2080083471","https://openalex.org/W2084581394","https://openalex.org/W2092939357","https://openalex.org/W2096654841","https://openalex.org/W2098533585","https://openalex.org/W2106787323","https://openalex.org/W2113576511","https://openalex.org/W2122882636","https://openalex.org/W2131860931","https://openalex.org/W2132425342","https://openalex.org/W2141104431","https://openalex.org/W2145167475","https://openalex.org/W2147905083","https://openalex.org/W2153303342","https://openalex.org/W2153980601","https://openalex.org/W2155153063","https://openalex.org/W2159971808","https://openalex.org/W2160817777","https://openalex.org/W2160952634","https://openalex.org/W2165084023","https://openalex.org/W2165932775","https://openalex.org/W2167090712","https://openalex.org/W2171721782","https://openalex.org/W2427881153","https://openalex.org/W4238668637","https://openalex.org/W4242238821","https://openalex.org/W4252684946","https://openalex.org/W6683766299"],"related_works":["https://openalex.org/W2426195296","https://openalex.org/W1970834875","https://openalex.org/W2367847708","https://openalex.org/W2135643201","https://openalex.org/W2755342338","https://openalex.org/W2058170566","https://openalex.org/W2036807459","https://openalex.org/W2772917594","https://openalex.org/W2775347418","https://openalex.org/W1969923398"],"abstract_inverted_index":{"Radiation":[0],"therapy":[1],"for":[2,13,89,237,252,265],"cervical":[3,42,187],"cancer":[4],"can":[5],"benefit":[6],"from":[7,183,233,248,261],"image":[8,53,61,169,202,213],"registration":[9,40,67,126,152,274],"in":[10],"several":[11],"ways,":[12],"example":[14],"by":[15,22,141],"studying":[16],"the":[17,25,28,39,66,105,125,136,151,165,192,209,221,238,253,266,286,289,292,295,298],"motion":[18],"of":[19,27,34,41,50,65,77,83,93,98,108,143,168,191,200,285,294],"organs,":[20],"or":[21,216],"(partially)":[23],"automating":[24],"delineation":[26],"target":[29,240],"volume":[30,241],"and":[31,260,291,300],"other":[32],"structures":[33],"interest.":[35],"In":[36],"this":[37,72],"paper,":[38],"data":[43,180,211],"is":[44,102,110,129,139,157,224,276],"addressed":[45,69],"using":[46],"mutual":[47,84,166],"information":[48,100,167],"(MI)":[49],"not":[51],"only":[52],"intensity,":[54],"but":[55],"also":[56,149],"features":[57],"that":[58,284],"describe":[59],"local":[60],"structure.":[62],"Three":[63],"aspects":[64],"are":[68,173,195],"to":[70,116,123,159,226,230,235,250,263],"make":[71],"approach":[73],"feasible.":[74],"First,":[75],"instead":[76],"relying":[78],"on":[79,164,175,197],"a":[80,90,95,118,144,160,198],"histogram-based":[81],"estimation":[82],"information,":[85],"which":[86,128,148],"poses":[87],"problems":[88],"larger":[91],"number":[92],"features,":[94],"graph-based":[96],"implementation":[97],"alpha-mutual":[99],"(alpha-MI)":[101],"employed.":[103],"Second,":[104],"analytical":[106],"derivative":[107],"alpha-MI":[109],"derived.":[111],"This":[112],"makes":[113],"it":[114],"possible":[115],"use":[117],"stochastic":[119],"gradient":[120],"descent":[121],"method":[122],"solve":[124],"problem,":[127],"substantially":[130],"faster":[131],"than":[132],"nonderivative-based":[133],"methods.":[134],"Third,":[135],"feature":[137],"space":[138],"reduced":[140],"means":[142],"principal":[145],"component":[146],"analysis,":[147],"decreases":[150],"time.":[153],"The":[154,273],"proposed":[155,193],"technique":[156],"compared":[158,229],"standard":[161,231],"approach,":[162],"based":[163],"intensity":[170],"only.":[171],"Experiments":[172],"performed":[174],"93":[176],"T2-weighted":[177],"MR":[178],"clinical":[179,239],"sets":[181],"acquired":[182],"19":[184,201],"patients":[185],"with":[186,288,297],"cancer.":[188],"Several":[189],"characteristics":[190],"algorithm":[194],"studied":[196],"subset":[199],"pairs":[203,218],"(one":[204],"pair":[205],"per":[206,219],"patient).":[207],"On":[208],"remaining":[210],"(36":[212],"pairs,":[214],"one":[215],"two":[217],"patient)":[220],"median":[222],"overlap":[223],"shown":[225],"improve":[227],"significantly":[228],"MI":[232],"0.85":[234],"0.86":[236],"(CTV,":[242],"p":[243],"=":[244,256,269],"2":[245,270],"x":[246,258,271],"10(-2)),":[247],"0.75":[249],"0.81":[251],"bladder":[254,287],"(p":[255,268],"8":[257],"10(-6)),":[259],"0.76":[262],"0.77":[264],"rectum":[267,296],"10(-4)).":[272],"error":[275],"improved":[277],"at":[278],"important":[279],"tissue":[280],"interfaces,":[281],"such":[282],"as":[283],"CTV,":[290],"interface":[293],"uterus":[299],"cervix.":[301]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":9},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":6},{"year":2014,"cited_by_count":13},{"year":2013,"cited_by_count":8},{"year":2012,"cited_by_count":12}],"updated_date":"2026-07-25T09:21:30.201066","created_date":"2025-10-10T00:00:00"}
