{"id":"https://openalex.org/W4313143795","doi":"https://doi.org/10.1109/icfsp55781.2022.9924946","title":"Artificial Life for Breast Ultrasound Image Segmentation","display_name":"Artificial Life for Breast Ultrasound Image Segmentation","publication_year":2022,"publication_date":"2022-09-07","ids":{"openalex":"https://openalex.org/W4313143795","doi":"https://doi.org/10.1109/icfsp55781.2022.9924946"},"language":"en","primary_location":{"id":"doi:10.1109/icfsp55781.2022.9924946","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icfsp55781.2022.9924946","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 7th International Conference on Frontiers of Signal Processing (ICFSP)","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/A5037762128","display_name":"Nalan Karunanayake","orcid":"https://orcid.org/0000-0003-4786-7165"},"institutions":[{"id":"https://openalex.org/I108108428","display_name":"Thammasat University","ror":"https://ror.org/002yp7f20","country_code":"TH","type":"education","lineage":["https://openalex.org/I108108428"]},{"id":"https://openalex.org/I316699675","display_name":"Hodges University","ror":"https://ror.org/00s8h5d08","country_code":"US","type":"education","lineage":["https://openalex.org/I316699675"]}],"countries":["TH","US"],"is_corresponding":false,"raw_author_name":"Nalan Karunanayake","raw_affiliation_strings":["Thammasat University,Sirindhorn International Institute of Technology,Biomedical Engineering Unit, School of Information and Computer Technology","Biomedical Engineering Unit, School of Information and Computer Technology, Sirindhorn International Institute of Technology, Thammasat University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Thammasat University,Sirindhorn International Institute of Technology,Biomedical Engineering Unit, School of Information and Computer Technology","institution_ids":["https://openalex.org/I108108428","https://openalex.org/I316699675"]},{"raw_affiliation_string":"Biomedical Engineering Unit, School of Information and Computer Technology, Sirindhorn International Institute of Technology, Thammasat University","institution_ids":["https://openalex.org/I108108428","https://openalex.org/I316699675"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006833857","display_name":"Stanislav S. Makhanov","orcid":"https://orcid.org/0000-0002-1906-0359"},"institutions":[{"id":"https://openalex.org/I108108428","display_name":"Thammasat University","ror":"https://ror.org/002yp7f20","country_code":"TH","type":"education","lineage":["https://openalex.org/I108108428"]},{"id":"https://openalex.org/I316699675","display_name":"Hodges University","ror":"https://ror.org/00s8h5d08","country_code":"US","type":"education","lineage":["https://openalex.org/I316699675"]}],"countries":["TH","US"],"is_corresponding":false,"raw_author_name":"Stanislav S. Makhanov","raw_affiliation_strings":["Thammasat University,Sirindhorn International Institute of Technology,Biomedical Engineering Unit, School of Information and Computer Technology","Biomedical Engineering Unit, School of Information and Computer Technology, Sirindhorn International Institute of Technology, Thammasat University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Thammasat University,Sirindhorn International Institute of Technology,Biomedical Engineering Unit, School of Information and Computer Technology","institution_ids":["https://openalex.org/I108108428","https://openalex.org/I316699675"]},{"raw_affiliation_string":"Biomedical Engineering Unit, School of Information and Computer Technology, Sirindhorn International Institute of Technology, Thammasat University","institution_ids":["https://openalex.org/I108108428","https://openalex.org/I316699675"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3374,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.57728353,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"81","last_page":"85"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9987000226974487,"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":0.9987000226974487,"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/T12859","display_name":"Cell Image Analysis Techniques","score":0.9656999707221985,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.921500027179718,"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/segmentation","display_name":"Segmentation","score":0.7299927473068237},{"id":"https://openalex.org/keywords/breast-cancer","display_name":"Breast cancer","score":0.7252600193023682},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7070905566215515},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6829500794410706},{"id":"https://openalex.org/keywords/breast-ultrasound","display_name":"Breast ultrasound","score":0.6629509925842285},{"id":"https://openalex.org/keywords/ultrasound","display_name":"Ultrasound","score":0.6226007342338562},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.567601203918457},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5437804460525513},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4819357395172119},{"id":"https://openalex.org/keywords/stage","display_name":"Stage (stratigraphy)","score":0.4778582453727722},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4483017325401306},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.41134315729141235},{"id":"https://openalex.org/keywords/mammography","display_name":"Mammography","score":0.3620116412639618},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.3392925262451172},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.2498036026954651},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1926572620868683},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.055350661277770996}],"concepts":[{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7299927473068237},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.7252600193023682},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7070905566215515},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6829500794410706},{"id":"https://openalex.org/C2777423100","wikidata":"https://www.wikidata.org/wiki/Q1888238","display_name":"Breast ultrasound","level":5,"score":0.6629509925842285},{"id":"https://openalex.org/C143753070","wikidata":"https://www.wikidata.org/wiki/Q162564","display_name":"Ultrasound","level":2,"score":0.6226007342338562},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.567601203918457},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5437804460525513},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4819357395172119},{"id":"https://openalex.org/C146357865","wikidata":"https://www.wikidata.org/wiki/Q1123245","display_name":"Stage (stratigraphy)","level":2,"score":0.4778582453727722},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4483017325401306},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.41134315729141235},{"id":"https://openalex.org/C2780472235","wikidata":"https://www.wikidata.org/wiki/Q324634","display_name":"Mammography","level":4,"score":0.3620116412639618},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.3392925262451172},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.2498036026954651},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1926572620868683},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.055350661277770996},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icfsp55781.2022.9924946","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icfsp55781.2022.9924946","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 7th International Conference on Frontiers of Signal Processing (ICFSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.8199999928474426,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320323439","display_name":"Thammasat University","ror":"https://ror.org/002yp7f20"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3108039862","https://openalex.org/W1522196789","https://openalex.org/W3020588946","https://openalex.org/W3021454079","https://openalex.org/W2618954822","https://openalex.org/W2478167448","https://openalex.org/W2364180410","https://openalex.org/W4379196800","https://openalex.org/W2327763675","https://openalex.org/W3122972499"],"abstract_inverted_index":{"Breast":[0,38],"cancer":[1,22,86],"is":[2,23,40,59],"one":[3],"of":[4,8,20,32,83,111,142],"the":[5,18,33,81,109,112,129,143],"prominent":[6],"causes":[7],"death":[9],"among":[10],"women":[11],"worldwide.":[12],"An":[13],"effective":[14],"way":[15],"to":[16,24,46,68,79,119],"reduce":[17],"risk":[19],"breast":[21,48,85],"diagnose":[25,47],"it":[26],"correctly":[27],"at":[28],"an":[29,140],"early":[30],"stage":[31],"disease":[34],"using":[35],"ultrasound":[36,39],"imaging.":[37],"a":[41,60,76,84,93],"common":[42],"imaging":[43],"technique":[44],"used":[45],"cancer.":[49],"Ultrasound":[50],"images":[51],"are":[52,117],"usually":[53],"analysed":[54],"by":[55,127],"manual":[56],"segmentation,":[57],"which":[58],"time-consuming":[61],"process":[62],"that":[63,106],"can":[64,74],"be":[65,75],"inaccurate":[66],"due":[67],"human":[69],"error.":[70],"Therefore,":[71],"computer-assisted":[72],"diagnosis":[73],"key":[77],"tool":[78],"improve":[80],"accuracy":[82],"diagnosis.":[87],"In":[88],"this":[89],"paper,":[90],"we":[91],"propose":[92],"novel":[94],"method":[95],"for":[96],"US":[97,125],"tumour":[98],"segmentation":[99],"based":[100],"on":[101],"artificial":[102],"life":[103],"active":[104,115],"particles":[105,116],"interact":[107],"with":[108],"edges":[110],"image.":[113],"The":[114,132],"able":[118],"segment":[120],"complex-shaped":[121],"synthetic":[122],"and":[123],"real":[124],"tumours":[126],"grouping":[128],"feature":[130],"edges.":[131],"numerical":[133],"evaluation":[134],"against":[135],"five":[136],"conventional":[137],"methods":[138],"shows":[139],"advantage":[141],"proposed":[144],"algorithm.":[145]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}