{"id":"https://openalex.org/W4401750960","doi":"https://doi.org/10.1109/isbi56570.2024.10635174","title":"Learning Breast Tissue Prone-To-Supine Displacement for Surgical Planning with Convolutional Neural Networks","display_name":"Learning Breast Tissue Prone-To-Supine Displacement for Surgical Planning with Convolutional Neural Networks","publication_year":2024,"publication_date":"2024-05-27","ids":{"openalex":"https://openalex.org/W4401750960","doi":"https://doi.org/10.1109/isbi56570.2024.10635174"},"language":"en","primary_location":{"id":"doi:10.1109/isbi56570.2024.10635174","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/isbi56570.2024.10635174","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5047612652","display_name":"Felicia Alfano","orcid":"https://orcid.org/0000-0002-7778-3838"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"F. Alfano","raw_affiliation_strings":["Universidad Politécnica de Madrid,Biomedical Image Technologies,Madrid,España"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Politécnica de Madrid,Biomedical Image Technologies,Madrid,España","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084591920","display_name":"David Bermejo-Pel\u00e1ez","orcid":"https://orcid.org/0000-0002-0181-3957"},"institutions":[{"id":"https://openalex.org/I1338034494","display_name":"XLAB (Slovenia)","ror":"https://ror.org/04xa5qt51","country_code":"SI","type":"company","lineage":["https://openalex.org/I1338034494"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"D. Bermejo-Pelaez","raw_affiliation_strings":["Spotlab,Madrid,España"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Spotlab,Madrid,España","institution_ids":["https://openalex.org/I1338034494"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007821573","display_name":"Lucilio Cordero\u2010Grande","orcid":"https://orcid.org/0000-0003-1477-304X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"L. Cordero-Grande","raw_affiliation_strings":["Universidad Politécnica de Madrid,Biomedical Image Technologies,Madrid,España"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Politécnica de Madrid,Biomedical Image Technologies,Madrid,España","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112266857","display_name":"K. Ferreres Garcia","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"K. Ferreres Garcia","raw_affiliation_strings":["Instituto de Investigación Sanitaria Gregorio Marañón,Madrid,España"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto de Investigación Sanitaria Gregorio Marañón,Madrid,España","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"J.E. Ortu\u00f1o Fisac","orcid":null},"institutions":[{"id":"https://openalex.org/I2801357902","display_name":"Instituto de Salud Carlos III","ror":"https://ror.org/00ca2c886","country_code":"ES","type":"funder","lineage":["https://openalex.org/I2801357902","https://openalex.org/I4387152914"]},{"id":"https://openalex.org/I4210105141","display_name":"Biomedical Research Networking Center in Bioengineering, Biomaterials and Nanomedicine","ror":"https://ror.org/01gm5f004","country_code":"ES","type":"other","lineage":["https://openalex.org/I4210105141"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"J.E. Ortu\u00f1o Fisac","raw_affiliation_strings":["ISCIII,CIBER-BBN,Madrid,España"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ISCIII,CIBER-BBN,Madrid,España","institution_ids":["https://openalex.org/I2801357902","https://openalex.org/I4210105141"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086702561","display_name":"O. Bueno Zamora","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"O. Bueno Zamora","raw_affiliation_strings":["Instituto de Investigación Sanitaria Gregorio Marañón,Madrid,España"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto de Investigación Sanitaria Gregorio Marañón,Madrid,España","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036465900","display_name":"Santiago Lizarraga","orcid":"https://orcid.org/0000-0003-4586-6492"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"S. Lizarraga","raw_affiliation_strings":["Instituto de Investigación Sanitaria Gregorio Marañón,Madrid,España"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto de Investigación Sanitaria Gregorio Marañón,Madrid,España","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101730419","display_name":"Andr\u00e9 dos Santos","orcid":"https://orcid.org/0009-0000-0393-3082"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"A. Santos","raw_affiliation_strings":["Universidad Politécnica de Madrid,Biomedical Image Technologies,Madrid,España"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Politécnica de Madrid,Biomedical Image Technologies,Madrid,España","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057280769","display_name":"Javier Pascau","orcid":"https://orcid.org/0000-0003-1484-731X"},"institutions":[{"id":"https://openalex.org/I50357001","display_name":"Universidad Carlos III de Madrid","ror":"https://ror.org/03ths8210","country_code":"ES","type":"education","lineage":["https://openalex.org/I50357001"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"J. Pascau","raw_affiliation_strings":["Universidad Carlos III de Madrid,Departamento de Bioingeniería,Madrid,España"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Carlos III de Madrid,Departamento de Bioingeniería,Madrid,España","institution_ids":["https://openalex.org/I50357001"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012910949","display_name":"Mar\u00eda J. Ledesma\u2010Carbayo","orcid":"https://orcid.org/0000-0001-6846-3923"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"M.J. Ledesma-Carbayo","raw_affiliation_strings":["Universidad Politécnica de Madrid,Biomedical Image Technologies,Madrid,España"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Politécnica de Madrid,Biomedical Image Technologies,Madrid,España","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.12654826,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"32","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9976999759674072,"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"}},"topics":[{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9976999759674072,"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/T11448","display_name":"Face recognition and analysis","score":0.9904000163078308,"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/T14510","display_name":"Medical Imaging and Analysis","score":0.9853000044822693,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/supine-position","display_name":"Supine position","score":0.738556981086731},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7281903028488159},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6777987480163574},{"id":"https://openalex.org/keywords/displacement","display_name":"Displacement (psychology)","score":0.5441239476203918},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43543022871017456},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3310905992984772},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3282396197319031},{"id":"https://openalex.org/keywords/surgery","display_name":"Surgery","score":0.2027471661567688},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.10346350073814392}],"concepts":[{"id":"https://openalex.org/C125567185","wikidata":"https://www.wikidata.org/wiki/Q3267428","display_name":"Supine position","level":2,"score":0.738556981086731},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7281903028488159},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6777987480163574},{"id":"https://openalex.org/C107551265","wikidata":"https://www.wikidata.org/wiki/Q1458245","display_name":"Displacement (psychology)","level":2,"score":0.5441239476203918},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43543022871017456},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3310905992984772},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3282396197319031},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.2027471661567688},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.10346350073814392},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isbi56570.2024.10635174","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/isbi56570.2024.10635174","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322930","display_name":"Ministerio de Ciencia e Innovaci\u00f3n","ror":"https://ror.org/034900433"},{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320335598","display_name":"Agencia Estatal de Investigaci\u00f3n","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1503851732","https://openalex.org/W1522301498","https://openalex.org/W1901129140","https://openalex.org/W1930770363","https://openalex.org/W2012678027","https://openalex.org/W2047720179","https://openalex.org/W2089819183","https://openalex.org/W2268070756","https://openalex.org/W2302149149","https://openalex.org/W2413431392","https://openalex.org/W2504449270","https://openalex.org/W2891631795","https://openalex.org/W2951790570","https://openalex.org/W2952082704","https://openalex.org/W2969608278","https://openalex.org/W2977796156","https://openalex.org/W2989871265","https://openalex.org/W3096095847","https://openalex.org/W3136762441","https://openalex.org/W3184883903","https://openalex.org/W3197290931","https://openalex.org/W4213089245","https://openalex.org/W4295312788","https://openalex.org/W4312290258","https://openalex.org/W6631190155","https://openalex.org/W6766978945"],"related_works":["https://openalex.org/W2058170566","https://openalex.org/W2772917594","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398","https://openalex.org/W2775347418"],"abstract_inverted_index":{"Breast-conserving":[0],"surgery":[1],"is":[2,29,45],"the":[3,14,27,32,43,67,71,75,78,101],"preferred":[4],"treatment":[5],"for":[6,20],"non-palpable":[7],"early-stage":[8],"breast":[9,36,76],"tumors.":[10],"MRI":[11],"images":[12],"in":[13,31,88,103],"prone":[15],"position":[16],"are":[17],"commonly":[18],"used":[19],"accurate":[21],"diagnosis":[22],"of":[23,42,70,74,114,125],"lesions.":[24],"However,":[25],"as":[26],"procedure":[28],"performed":[30],"supine":[33],"position,":[34],"significant":[35],"deformation":[37,69],"occurs.":[38],"Therefore,":[39],"preoperative":[40,72],"localization":[41,112],"lesions":[44],"necessary":[46],"to":[47,65],"ensure":[48],"their":[49],"effective":[50],"removal":[51],"during":[52],"surgery.":[53],"In":[54],"this":[55],"study,":[56],"we":[57],"propose":[58],"a":[59,83,89],"novel":[60],"deep":[61],"learning":[62],"based":[63],"approach":[64],"predict":[66],"large":[68],"volume":[73],"given":[77],"intraoperative":[79],"surface.":[80],"We":[81,99],"use":[82],"fully":[84],"connected":[85],"network":[86],"trained":[87],"supervised":[90],"manner":[91],"using":[92],"synthetic":[93],"generated":[94],"ground-truth":[95],"displacement":[96],"vector":[97],"fields.":[98],"evaluated":[100],"method":[102],"10":[104],"real":[105],"clinical":[106],"cases":[107],"with":[108],"an":[109,120],"average":[110,121],"tumor":[111],"error":[113],"15.46":[115],"\u00b1":[116,127],"3.96":[117],"mm":[118],"and":[119],"tumor-skin":[122],"projection":[123],"distance":[124],"13.38":[126],"4.61":[128],"mm.":[129]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}