{"id":"https://openalex.org/W7161681928","doi":"https://doi.org/10.1016/j.bspc.2026.110589","title":"GraphMorph centerline dice loss for small bowel volume segmentation in 3D cine-MRI","display_name":"GraphMorph centerline dice loss for small bowel volume segmentation in 3D cine-MRI","publication_year":2026,"publication_date":"2026-05-19","ids":{"openalex":"https://openalex.org/W7161681928","doi":"https://doi.org/10.1016/j.bspc.2026.110589"},"language":"en","primary_location":{"id":"doi:10.1016/j.bspc.2026.110589","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.bspc.2026.110589","pdf_url":null,"source":{"id":"https://openalex.org/S8427965","display_name":"Biomedical Signal Processing and Control","issn_l":"1746-8094","issn":["1746-8094","1746-8108"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Biomedical Signal Processing and Control","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1016/j.bspc.2026.110589","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5001225983","display_name":"Lishan Cai","orcid":"https://orcid.org/0000-0002-3282-291X"},"institutions":[{"id":"https://openalex.org/I4210108594","display_name":"Amsterdam Neuroscience","ror":"https://ror.org/01x2d9f70","country_code":"NL","type":"facility","lineage":["https://openalex.org/I4210108594"]},{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Lishan Cai","raw_affiliation_strings":["Department of Radiation Oncology, University of Amsterdam, Amsterdam UMC, the Netherlands"],"raw_orcid":"https://orcid.org/0000-0002-3282-291X","affiliations":[{"raw_affiliation_string":"Department of Radiation Oncology, University of Amsterdam, Amsterdam UMC, the Netherlands","institution_ids":["https://openalex.org/I887064364","https://openalex.org/I4210108594"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035768052","display_name":"Z. van Kesteren","orcid":"https://orcid.org/0000-0003-3200-800X"},"institutions":[{"id":"https://openalex.org/I4210108594","display_name":"Amsterdam Neuroscience","ror":"https://ror.org/01x2d9f70","country_code":"NL","type":"facility","lineage":["https://openalex.org/I4210108594"]},{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Zdenko van Kesteren","raw_affiliation_strings":["Department of Radiation Oncology, University of Amsterdam, Amsterdam UMC, the Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiation Oncology, University of Amsterdam, Amsterdam UMC, the Netherlands","institution_ids":["https://openalex.org/I887064364","https://openalex.org/I4210108594"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136495515","display_name":"Thomas van Orden","orcid":null},"institutions":[{"id":"https://openalex.org/I4210108594","display_name":"Amsterdam Neuroscience","ror":"https://ror.org/01x2d9f70","country_code":"NL","type":"facility","lineage":["https://openalex.org/I4210108594"]},{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Thomas van Orden","raw_affiliation_strings":["Department of Radiation Oncology, University of Amsterdam, Amsterdam UMC, the Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiation Oncology, University of Amsterdam, Amsterdam UMC, the Netherlands","institution_ids":["https://openalex.org/I887064364","https://openalex.org/I4210108594"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057676359","display_name":"Catharina S. de Jonge","orcid":"https://orcid.org/0000-0002-3921-0895"},"institutions":[{"id":"https://openalex.org/I4210108594","display_name":"Amsterdam Neuroscience","ror":"https://ror.org/01x2d9f70","country_code":"NL","type":"facility","lineage":["https://openalex.org/I4210108594"]},{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Catharina Sophia de Jonge","raw_affiliation_strings":["Amsterdam Gastroenterology Endocrinology Metabolism Research Institute, Amsterdam UMC, the Netherlands","Department of Radiology and Nuclear Medicine, University of Amsterdam, Amsterdam UMC, the Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amsterdam Gastroenterology Endocrinology Metabolism Research Institute, Amsterdam UMC, the Netherlands","institution_ids":["https://openalex.org/I4210108594"]},{"raw_affiliation_string":"Department of Radiology and Nuclear Medicine, University of Amsterdam, Amsterdam UMC, the Netherlands","institution_ids":["https://openalex.org/I887064364","https://openalex.org/I4210108594"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136477412","display_name":"Jaap Stoker","orcid":null},"institutions":[{"id":"https://openalex.org/I4210108594","display_name":"Amsterdam Neuroscience","ror":"https://ror.org/01x2d9f70","country_code":"NL","type":"facility","lineage":["https://openalex.org/I4210108594"]},{"id":"https://openalex.org/I4387152927","display_name":"Cancer Center Amsterdam","ror":"https://ror.org/0286p1c86","country_code":"NL","type":"healthcare","lineage":["https://openalex.org/I4387152927"]},{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Jaap Stoker","raw_affiliation_strings":["Amsterdam Gastroenterology Endocrinology Metabolism Research Institute, Amsterdam UMC, the Netherlands","Cancer Center Amsterdam, Amsterdam, the Netherlands","Department of Radiology and Nuclear Medicine, University of Amsterdam, Amsterdam UMC, the Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amsterdam Gastroenterology Endocrinology Metabolism Research Institute, Amsterdam UMC, the Netherlands","institution_ids":["https://openalex.org/I4210108594"]},{"raw_affiliation_string":"Cancer Center Amsterdam, Amsterdam, the Netherlands","institution_ids":["https://openalex.org/I4387152927"]},{"raw_affiliation_string":"Department of Radiology and Nuclear Medicine, University of Amsterdam, Amsterdam UMC, the Netherlands","institution_ids":["https://openalex.org/I887064364","https://openalex.org/I4210108594"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5120398204","display_name":"Magdalena Drozka","orcid":null},"institutions":[{"id":"https://openalex.org/I4210108594","display_name":"Amsterdam Neuroscience","ror":"https://ror.org/01x2d9f70","country_code":"NL","type":"facility","lineage":["https://openalex.org/I4210108594"]},{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Magdalena Drozka","raw_affiliation_strings":["Department of Radiation Oncology, University of Amsterdam, Amsterdam UMC, the Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiation Oncology, University of Amsterdam, Amsterdam UMC, the Netherlands","institution_ids":["https://openalex.org/I887064364","https://openalex.org/I4210108594"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136499235","display_name":"Arjan Bel","orcid":"https://orcid.org/0000-0003-1576-6220"},"institutions":[{"id":"https://openalex.org/I4210108594","display_name":"Amsterdam Neuroscience","ror":"https://ror.org/01x2d9f70","country_code":"NL","type":"facility","lineage":["https://openalex.org/I4210108594"]},{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Arjan Bel","raw_affiliation_strings":["Department of Radiation Oncology, University of Amsterdam, Amsterdam UMC, the Netherlands"],"raw_orcid":"https://orcid.org/0000-0003-1576-6220","affiliations":[{"raw_affiliation_string":"Department of Radiation Oncology, University of Amsterdam, Amsterdam UMC, the Netherlands","institution_ids":["https://openalex.org/I887064364","https://openalex.org/I4210108594"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136457139","display_name":"Ivana Isgum","orcid":"https://orcid.org/0000-0003-1869-5034"},"institutions":[{"id":"https://openalex.org/I4210108594","display_name":"Amsterdam Neuroscience","ror":"https://ror.org/01x2d9f70","country_code":"NL","type":"facility","lineage":["https://openalex.org/I4210108594"]},{"id":"https://openalex.org/I55106644","display_name":"Amsterdam University of Applied Sciences","ror":"https://ror.org/00y2z2s03","country_code":"NL","type":"education","lineage":["https://openalex.org/I55106644"]},{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Ivana Isgum","raw_affiliation_strings":["Department of Biomedical Engineering and Physics, Amsterdam UMC, the Netherlands","Department of Radiology and Nuclear Medicine, University of Amsterdam, Amsterdam UMC, the Netherlands","Informatics Institute, University of Amsterdam, the Netherlands"],"raw_orcid":"https://orcid.org/0000-0003-1869-5034","affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering and Physics, Amsterdam UMC, the Netherlands","institution_ids":["https://openalex.org/I55106644"]},{"raw_affiliation_string":"Department of Radiology and Nuclear Medicine, University of Amsterdam, Amsterdam UMC, the Netherlands","institution_ids":["https://openalex.org/I887064364","https://openalex.org/I4210108594"]},{"raw_affiliation_string":"Informatics Institute, University of Amsterdam, the Netherlands","institution_ids":["https://openalex.org/I887064364"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056311639","display_name":"C.B.M. van den Broek","orcid":null},"institutions":[{"id":"https://openalex.org/I4210108594","display_name":"Amsterdam Neuroscience","ror":"https://ror.org/01x2d9f70","country_code":"NL","type":"facility","lineage":["https://openalex.org/I4210108594"]},{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Colette B.M. van den Broek","raw_affiliation_strings":["Department of Radiation Oncology, University of Amsterdam, Amsterdam UMC, the Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiation Oncology, University of Amsterdam, Amsterdam UMC, the Netherlands","institution_ids":["https://openalex.org/I887064364","https://openalex.org/I4210108594"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136502354","display_name":"Martin Oswald","orcid":null},"institutions":[{"id":"https://openalex.org/I55106644","display_name":"Amsterdam University of Applied Sciences","ror":"https://ror.org/00y2z2s03","country_code":"NL","type":"education","lineage":["https://openalex.org/I55106644"]},{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Martin Oswald","raw_affiliation_strings":["Department of Computer Science, University of Amsterdam, the Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Amsterdam, the Netherlands","institution_ids":["https://openalex.org/I55106644","https://openalex.org/I887064364"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002779787","display_name":"Yunchao Yin","orcid":null},"institutions":[{"id":"https://openalex.org/I4210108594","display_name":"Amsterdam Neuroscience","ror":"https://ror.org/01x2d9f70","country_code":"NL","type":"facility","lineage":["https://openalex.org/I4210108594"]},{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Yunchao Yin","raw_affiliation_strings":["Department of Radiation Oncology, University of Amsterdam, Amsterdam UMC, the Netherlands"],"raw_orcid":"https://orcid.org/0000-0002-5790-484X","affiliations":[{"raw_affiliation_string":"Department of Radiation Oncology, University of Amsterdam, Amsterdam UMC, the Netherlands","institution_ids":["https://openalex.org/I887064364","https://openalex.org/I4210108594"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":11,"corresponding_author_ids":["https://openalex.org/A5002779787"],"corresponding_institution_ids":["https://openalex.org/I4210108594","https://openalex.org/I887064364"],"apc_list":{"value":2420,"currency":"USD","value_usd":2420},"apc_paid":{"value":2420,"currency":"USD","value_usd":2420},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.92956771,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":null,"biblio":{"volume":"123","issue":null,"first_page":"110589","last_page":"110589"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.27469998598098755,"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":0.27469998598098755,"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/T10552","display_name":"Colorectal Cancer Screening and Detection","score":0.1307000070810318,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"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/T11885","display_name":"MRI in cancer diagnosis","score":0.061400000005960464,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/dice","display_name":"Dice","score":0.6951000094413757},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6100999712944031},{"id":"https://openalex.org/keywords/volume","display_name":"Volume (thermodynamics)","score":0.5368000268936157},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.33230000734329224},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3199000060558319}],"concepts":[{"id":"https://openalex.org/C22029948","wikidata":"https://www.wikidata.org/wiki/Q45089","display_name":"Dice","level":2,"score":0.6951000094413757},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6251000165939331},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6165000200271606},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6100999712944031},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5551000237464905},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.5368000268936157},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.33230000734329224},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3199000060558319},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2741999924182892},{"id":"https://openalex.org/C206824153","wikidata":"https://www.wikidata.org/wiki/Q1169834","display_name":"Region growing","level":5,"score":0.259799987077713},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.2554999887943268}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.bspc.2026.110589","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.bspc.2026.110589","pdf_url":null,"source":{"id":"https://openalex.org/S8427965","display_name":"Biomedical Signal Processing and Control","issn_l":"1746-8094","issn":["1746-8094","1746-8108"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Biomedical Signal Processing and Control","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1016/j.bspc.2026.110589","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.bspc.2026.110589","pdf_url":null,"source":{"id":"https://openalex.org/S8427965","display_name":"Biomedical Signal Processing and Control","issn_l":"1746-8094","issn":["1746-8094","1746-8108"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Biomedical Signal Processing and Control","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320329805","display_name":"Cancer Center Amsterdam","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W2021563983","https://openalex.org/W2038892009","https://openalex.org/W2039367092","https://openalex.org/W2041276885","https://openalex.org/W2043827181","https://openalex.org/W2046037257","https://openalex.org/W2077246452","https://openalex.org/W2143931888","https://openalex.org/W2312481867","https://openalex.org/W2978005227","https://openalex.org/W3014974815","https://openalex.org/W3018729085","https://openalex.org/W3092191049","https://openalex.org/W3138380668","https://openalex.org/W4206581437","https://openalex.org/W4206693420","https://openalex.org/W4210882008","https://openalex.org/W4224284961","https://openalex.org/W4229439687","https://openalex.org/W4310461141","https://openalex.org/W4378640398","https://openalex.org/W4384159609","https://openalex.org/W4400225626","https://openalex.org/W4401995462"],"related_works":[],"abstract_inverted_index":{"Abdominal":[0],"cine-MRI":[1,37],"provides":[2],"a":[3,179,195],"non-invasive":[4],"approach":[5],"for":[6,19,105,132,238],"monitoring":[7],"small":[8,15,21,107,133,166,176,215],"bowel":[9,16,22,108,134,177,216],"movement.":[10],"Accurate":[11],"segmentation":[12,70,76,95,136],"of":[13,60,96,226],"the":[14,45,61,106,126,142,154,165,172,175,209],"is":[17,38,186],"essential":[18],"measuring":[20],"movement":[23],"and":[24,41,48,56,113,222,228,235],"supporting":[25],"clinical":[26,240],"applications,":[27],"e.g.":[28],"radiotherapy,":[29],"but":[30,71],"segmenting":[31],"its":[32,111,118],"volume":[33,135,217],"manually":[34],"on":[35,137,206],"3D":[36,138],"both":[39],"challenging":[40],"time-consuming":[42],"due":[43,109],"to":[44,110,164,200],"large":[46],"variations":[47],"changes":[49],"over":[50],"time":[51],"in":[52,69],"shapes,":[53],"sizes,":[54],"locations":[55],"poor":[57],"boundary":[58],"visibility":[59],"bowel.":[62,167],"Deep":[63],"learning":[64,75],"currently":[65],"achieves":[66],"promising":[67],"performance":[68],"commonly":[72],"used":[73],"deep":[74],"losses,":[77],"like":[78],"Dice":[79,129,221,224],"loss":[80,91,131,212],"or":[81,202],"Cross-Entropy,":[82],"prioritize":[83],"volumetric":[84],"overlap,":[85],"often":[86],"neglecting":[87],"topology.":[88],"While":[89],"topology-aware":[90],"functions":[92],"have":[93],"improved":[94,214],"vascular":[97],"structures":[98],"such":[99],"as":[100],"vessels,":[101],"they":[102],"remain":[103],"unoptimized":[104],"complex":[112],"highly":[114],"variable":[115],"anatomy,":[116],"despite":[117],"tubular":[119],"structure.":[120],"In":[121],"this":[122],"study,":[123],"we":[124],"propose":[125],"GraphMorph":[127],"Centerline":[128],"(GMC-Dice)":[130],"cine-MRI.":[139],"We":[140],"extract":[141],"centerlines":[143,173],"using":[144],"proposed":[145,210],"GraphCenter":[146],"method":[147],"from":[148],"ground":[149],"truth":[150],"volume,":[151,178],"which":[152],"combines":[153],"Medial":[155],"Axis":[156],"Transform":[157],"(MAT)":[158],"with":[159],"anatomically":[160],"informed":[161],"post-processing":[162],"tailored":[163],"To":[168],"quantify":[169],"how":[170],"well":[171],"represent":[174],"new":[180],"metric,":[181],"Graph":[182],"Volume":[183],"Explanation":[184],"(GVE),":[185],"introduced.":[187],"The":[188],"GraphCenter-extracted":[189],"centerlines,":[190,208],"without":[191],"compromising":[192],"GVE,":[193],"demonstrated":[194],"superior":[196],"topological":[197],"representation":[198],"compared":[199],"MAT":[201],"other":[203],"skeletonization.":[204],"Building":[205],"these":[207],"GMC-Dice":[211],"function":[213],"segmentation,":[218],"achieving":[219],"average":[220],"centerline":[223],"scores":[225],"0.696":[227],"0.745,":[229],"respectively,":[230],"outperforming":[231],"existing":[232],"centerline-based":[233],"losses":[234],"demonstrating":[236],"potential":[237],"future":[239],"applications.":[241]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2026-05-20T00:00:00"}
