{"id":"https://openalex.org/W2099570792","doi":"https://doi.org/10.1109/isbi.2013.6556559","title":"Augmenting tumor sensitive matching flow to improve detection and segmentation of ovarian cancer metastases within a PDE framework","display_name":"Augmenting tumor sensitive matching flow to improve detection and segmentation of ovarian cancer metastases within a PDE framework","publication_year":2013,"publication_date":"2013-04-01","ids":{"openalex":"https://openalex.org/W2099570792","doi":"https://doi.org/10.1109/isbi.2013.6556559","mag":"2099570792"},"language":"en","primary_location":{"id":"doi:10.1109/isbi.2013.6556559","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2013.6556559","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE 10th International Symposium on Biomedical Imaging","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://zenodo.org/record/1273960","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5021318566","display_name":"Jianfei Liu","orcid":"https://orcid.org/0000-0003-0579-317X"},"institutions":[{"id":"https://openalex.org/I4210155647","display_name":"National Institutes of Health Clinical Center","ror":"https://ror.org/04vfsmv21","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I4210155647"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jianfei Liu","raw_affiliation_strings":["Imaging Biomarkers and Computer-Aided Diagnosis Laboratory, Radiology and Imaging Science, National Institutes of Health Clinical Center, Bethesda, MD, USA","Imaging Biomarkers & Comput.-Aided Diagnosis Lab., Nat. Inst. of Health Clinical Center, Bethesda, MD, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Imaging Biomarkers and Computer-Aided Diagnosis Laboratory, Radiology and Imaging Science, National Institutes of Health Clinical Center, Bethesda, MD, USA","institution_ids":["https://openalex.org/I4210155647"]},{"raw_affiliation_string":"Imaging Biomarkers & Comput.-Aided Diagnosis Lab., Nat. Inst. of Health Clinical Center, Bethesda, MD, USA","institution_ids":["https://openalex.org/I4210155647"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100627213","display_name":"Shijun Wang","orcid":"https://orcid.org/0000-0002-2873-8432"},"institutions":[{"id":"https://openalex.org/I4210155647","display_name":"National Institutes of Health Clinical Center","ror":"https://ror.org/04vfsmv21","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I4210155647"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shijun Wang","raw_affiliation_strings":["Imaging Biomarkers and Computer-Aided Diagnosis Laboratory, Radiology and Imaging Science, National Institutes of Health Clinical Center, Bethesda, MD, USA","Imaging Biomarkers & Comput.-Aided Diagnosis Lab., Nat. Inst. of Health Clinical Center, Bethesda, MD, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Imaging Biomarkers and Computer-Aided Diagnosis Laboratory, Radiology and Imaging Science, National Institutes of Health Clinical Center, Bethesda, MD, USA","institution_ids":["https://openalex.org/I4210155647"]},{"raw_affiliation_string":"Imaging Biomarkers & Comput.-Aided Diagnosis Lab., Nat. Inst. of Health Clinical Center, Bethesda, MD, USA","institution_ids":["https://openalex.org/I4210155647"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085732379","display_name":"Marius George Linguraru","orcid":"https://orcid.org/0000-0001-6175-8665"},"institutions":[{"id":"https://openalex.org/I1336742384","display_name":"Children's National","ror":"https://ror.org/03wa2q724","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1336742384"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Marius George Linguraru","raw_affiliation_strings":["Sheikh Zayed Institute for Pediatric Surgical Innovation, Children's National Medical Center, Washington, DC, DC, USA","Sheikh Zayed Inst. for Pediatric Surg. Innovation, Children's Nat. Med. Center, Washington, DC, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sheikh Zayed Institute for Pediatric Surgical Innovation, Children's National Medical Center, Washington, DC, DC, USA","institution_ids":["https://openalex.org/I1336742384"]},{"raw_affiliation_string":"Sheikh Zayed Inst. for Pediatric Surg. Innovation, Children's Nat. Med. Center, Washington, DC, USA","institution_ids":["https://openalex.org/I1336742384"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100695406","display_name":"Jianhua Yao","orcid":"https://orcid.org/0000-0001-9157-9596"},"institutions":[{"id":"https://openalex.org/I4210155647","display_name":"National Institutes of Health Clinical Center","ror":"https://ror.org/04vfsmv21","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I4210155647"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jianhua Yao","raw_affiliation_strings":["Imaging Biomarkers and Computer-Aided Diagnosis Laboratory, Radiology and Imaging Science, National Institutes of Health Clinical Center, Bethesda, MD, USA","Imaging Biomarkers & Comput.-Aided Diagnosis Lab., Nat. Inst. of Health Clinical Center, Bethesda, MD, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Imaging Biomarkers and Computer-Aided Diagnosis Laboratory, Radiology and Imaging Science, National Institutes of Health Clinical Center, Bethesda, MD, USA","institution_ids":["https://openalex.org/I4210155647"]},{"raw_affiliation_string":"Imaging Biomarkers & Comput.-Aided Diagnosis Lab., Nat. Inst. of Health Clinical Center, Bethesda, MD, USA","institution_ids":["https://openalex.org/I4210155647"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016047550","display_name":"Ronald M. Summers","orcid":"https://orcid.org/0000-0001-8081-7376"},"institutions":[{"id":"https://openalex.org/I4210155647","display_name":"National Institutes of Health Clinical Center","ror":"https://ror.org/04vfsmv21","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I4210155647"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ronald M. Summers","raw_affiliation_strings":["Imaging Biomarkers and Computer-Aided Diagnosis Laboratory, Radiology and Imaging Science, National Institutes of Health Clinical Center, Bethesda, MD, USA","Imaging Biomarkers & Comput.-Aided Diagnosis Lab., Nat. Inst. of Health Clinical Center, Bethesda, MD, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Imaging Biomarkers and Computer-Aided Diagnosis Laboratory, Radiology and Imaging Science, National Institutes of Health Clinical Center, Bethesda, MD, USA","institution_ids":["https://openalex.org/I4210155647"]},{"raw_affiliation_string":"Imaging Biomarkers & Comput.-Aided Diagnosis Lab., Nat. Inst. of Health Clinical Center, Bethesda, MD, USA","institution_ids":["https://openalex.org/I4210155647"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"46","issue":null,"first_page":"652","last_page":"655"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11407","display_name":"Innovative Microfluidic and Catalytic Techniques Innovation","score":0.9587000012397766,"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/T11407","display_name":"Innovative Microfluidic and Catalytic Techniques Innovation","score":0.9587000012397766,"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/T11393","display_name":"Biosensors and Analytical Detection","score":0.9514999985694885,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9258000254631042,"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/ovarian-cancer","display_name":"Ovarian cancer","score":0.6572287082672119},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6159186363220215},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.559359610080719},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.5464694499969482},{"id":"https://openalex.org/keywords/flow","display_name":"Flow (mathematics)","score":0.4528906047344208},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.4129619598388672},{"id":"https://openalex.org/keywords/oncology","display_name":"Oncology","score":0.3268217444419861},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.29797860980033875},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2618730664253235},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.25259751081466675},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.12799647450447083},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0880669355392456}],"concepts":[{"id":"https://openalex.org/C2780427987","wikidata":"https://www.wikidata.org/wiki/Q172341","display_name":"Ovarian cancer","level":3,"score":0.6572287082672119},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6159186363220215},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.559359610080719},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.5464694499969482},{"id":"https://openalex.org/C38349280","wikidata":"https://www.wikidata.org/wiki/Q1434290","display_name":"Flow (mathematics)","level":2,"score":0.4528906047344208},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.4129619598388672},{"id":"https://openalex.org/C143998085","wikidata":"https://www.wikidata.org/wiki/Q162555","display_name":"Oncology","level":1,"score":0.3268217444419861},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.29797860980033875},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2618730664253235},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25259751081466675},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.12799647450447083},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0880669355392456},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/isbi.2013.6556559","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2013.6556559","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE 10th International Symposium on Biomedical Imaging","raw_type":"proceedings-article"},{"id":"pmh:oai:zenodo.org:1273960","is_oa":true,"landing_page_url":"https://zenodo.org/record/1273960","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferencePaper"}],"best_oa_location":{"id":"pmh:oai:zenodo.org:1273960","is_oa":true,"landing_page_url":"https://zenodo.org/record/1273960","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferencePaper"},"sustainable_development_goals":[{"score":0.7400000095367432,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W189410843","https://openalex.org/W1867429401","https://openalex.org/W1966707541","https://openalex.org/W1981444270","https://openalex.org/W2003067321","https://openalex.org/W2023548024","https://openalex.org/W2043909147","https://openalex.org/W2050542229","https://openalex.org/W2068064044","https://openalex.org/W2132765599","https://openalex.org/W2134560790","https://openalex.org/W6639126518"],"related_works":["https://openalex.org/W2056064246","https://openalex.org/W4211208004","https://openalex.org/W1972035260","https://openalex.org/W3047265282","https://openalex.org/W567261565","https://openalex.org/W3112668456","https://openalex.org/W4286855121","https://openalex.org/W2589428929","https://openalex.org/W2017484494","https://openalex.org/W2995689405"],"abstract_inverted_index":{"The":[0,87,106,136],"detection":[1,169],"and":[2,35,75,158,170],"segmentation":[3,138],"of":[4,33,84,98,143,167],"ovarian":[5],"cancer":[6],"metastases":[7,28,103],"have":[8,101],"potentially":[9],"great":[10],"clinical":[11],"impact":[12],"on":[13,91],"women's":[14],"healthcare.":[15],"We":[16],"recently":[17],"developed":[18],"a":[19,38,140],"tumor":[20],"sensitive":[21],"matching":[22,34],"flow":[23,70],"(TSMF)":[24],"technique":[25],"to":[26,53,61,71,80,113,128],"locate":[27],"by":[29,48],"juxtaposing":[30],"the":[31,45,82,120,165],"roles":[32],"classification":[36],"within":[37],"PDE":[39],"framework.":[40],"This":[41],"paper":[42],"further":[43],"augments":[44],"TSMF":[46,77],"approach":[47],"integrating":[49],"1)":[50],"shape":[51,151],"index":[52],"measure":[54],"metastasis-caused":[55],"deformation,":[56],"2)":[57],"Gaussian":[58,153],"mixture":[59,154],"model":[60],"describe":[62],"metastasis":[63,73,137,168],"intensity":[64],"distribution,":[65],"3)":[66],"total":[67],"variation":[68],"(TV)":[69],"enhance":[72],"regions,":[74],"4)":[76],"vector":[78],"displacements":[79],"control":[81],"amount":[83],"level-set":[85],"propagation.":[86],"method":[88],"was":[89,110,126],"validated":[90],"contrast-enhanced":[92],"CT":[93],"data":[94],"from":[95,130],"30":[96],"patients,":[97],"which":[99],"15":[100],"37":[102],"in":[104,115,132],"total.":[105],"true":[107],"positive":[108,122],"rate":[109,123],"87%":[111],"compared":[112],"76%":[114],"our":[116,133],"earlier":[117,134],"work.":[118,135],"Moreover,":[119],"false":[121],"per":[124],"patients":[125],"dropped":[127],"1.1":[129],"4.2":[131],"achieved":[139],"Dice":[141],"coefficient":[142],"80.0\u00b17.2%.":[144],"All":[145],"these":[146],"experimental":[147],"results":[148],"demonstrated":[149],"that":[150],"index,":[152],"model,":[155],"TV":[156],"flow,":[157],"TSMF-constrained":[159],"level":[160],"set":[161],"propagation":[162],"substantially":[163],"improve":[164],"accuracy":[166],"segmentation.":[171]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
