{"id":"https://openalex.org/W4391893172","doi":"https://doi.org/10.1145/3639631.3639645","title":"Distance Transform Guided Medical Image Segmentation With Channel Information Exchange","display_name":"Distance Transform Guided Medical Image Segmentation With Channel Information Exchange","publication_year":2023,"publication_date":"2023-12-22","ids":{"openalex":"https://openalex.org/W4391893172","doi":"https://doi.org/10.1145/3639631.3639645"},"language":"en","primary_location":{"id":"doi:10.1145/3639631.3639645","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3639631.3639645","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 6th International Conference on Algorithms Computing and Artificial Intelligence","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/A5102749858","display_name":"Han Yang","orcid":"https://orcid.org/0009-0002-0044-9337"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I2802624667","display_name":"Hefei Institutes of Physical Science","ror":"https://ror.org/046n57345","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667"]},{"id":"https://openalex.org/I4210099079","display_name":"Institute of Intelligent Machines","ror":"https://ror.org/00w0qep84","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667","https://openalex.org/I4210099079"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Han Yang","raw_affiliation_strings":["Laboratory of Bionic Sensing and Advanced Robot Technology, Institute of Intelligent Machines, Hefei Institutes of Physical Science, Chinese Academy of Sciences, China and University of Science and Technology of China, China"],"raw_orcid":"https://orcid.org/0009-0002-0044-9337","affiliations":[{"raw_affiliation_string":"Laboratory of Bionic Sensing and Advanced Robot Technology, Institute of Intelligent Machines, Hefei Institutes of Physical Science, Chinese Academy of Sciences, China and University of Science and Technology of China, China","institution_ids":["https://openalex.org/I126520041","https://openalex.org/I19820366","https://openalex.org/I2802624667","https://openalex.org/I4210099079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083965478","display_name":"Minxia Xu","orcid":"https://orcid.org/0009-0007-1164-4265"},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Minxia Xu","raw_affiliation_strings":["Hangzhou Institute for Advanced Study, University of Chinese Academy of Sciences, China"],"raw_orcid":"https://orcid.org/0009-0007-1164-4265","affiliations":[{"raw_affiliation_string":"Hangzhou Institute for Advanced Study, University of Chinese Academy of Sciences, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101544428","display_name":"Bin Cai","orcid":"https://orcid.org/0000-0002-3357-1681"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I2802624667","display_name":"Hefei Institutes of Physical Science","ror":"https://ror.org/046n57345","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667"]},{"id":"https://openalex.org/I4210099079","display_name":"Institute of Intelligent Machines","ror":"https://ror.org/00w0qep84","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667","https://openalex.org/I4210099079"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Cai","raw_affiliation_strings":["Laboratory of Bionic Sensing and Advanced Robot Technology, Institute of Intelligent Machines, Hefei Institutes of Physical Science, Chinese Academy of Sciences, China and University of Science and Technology of China, China"],"raw_orcid":"https://orcid.org/0000-0002-3357-1681","affiliations":[{"raw_affiliation_string":"Laboratory of Bionic Sensing and Advanced Robot Technology, Institute of Intelligent Machines, Hefei Institutes of Physical Science, Chinese Academy of Sciences, China and University of Science and Technology of China, China","institution_ids":["https://openalex.org/I126520041","https://openalex.org/I19820366","https://openalex.org/I2802624667","https://openalex.org/I4210099079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088454284","display_name":"Pengpeng Liang","orcid":"https://orcid.org/0000-0001-5124-5727"},"institutions":[{"id":"https://openalex.org/I38877650","display_name":"Zhengzhou University","ror":"https://ror.org/04ypx8c21","country_code":"CN","type":"education","lineage":["https://openalex.org/I38877650"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pengpeng Liang","raw_affiliation_strings":["School of Computer and Artificial Intelligence, Zhengzhou University, China"],"raw_orcid":"https://orcid.org/0000-0001-5124-5727","affiliations":[{"raw_affiliation_string":"School of Computer and Artificial Intelligence, Zhengzhou University, China","institution_ids":["https://openalex.org/I38877650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101727179","display_name":"Zhiyong Sun","orcid":"https://orcid.org/0000-0001-9510-4897"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I2802624667","display_name":"Hefei Institutes of Physical Science","ror":"https://ror.org/046n57345","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667"]},{"id":"https://openalex.org/I4210099079","display_name":"Institute of Intelligent Machines","ror":"https://ror.org/00w0qep84","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667","https://openalex.org/I4210099079"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiyong Sun","raw_affiliation_strings":["Laboratory of Bionic Sensing and Advanced Robot Technology, Institute of Intelligent Machines, Hefei Institutes of Physical Science, Chinese Academy of Sciences, China"],"raw_orcid":"https://orcid.org/0000-0001-9510-4897","affiliations":[{"raw_affiliation_string":"Laboratory of Bionic Sensing and Advanced Robot Technology, Institute of Intelligent Machines, Hefei Institutes of Physical Science, Chinese Academy of Sciences, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I2802624667","https://openalex.org/I4210099079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060524697","display_name":"Bo Song","orcid":"https://orcid.org/0000-0003-2307-8524"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I2802624667","display_name":"Hefei Institutes of Physical Science","ror":"https://ror.org/046n57345","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667"]},{"id":"https://openalex.org/I4210099079","display_name":"Institute of Intelligent Machines","ror":"https://ror.org/00w0qep84","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667","https://openalex.org/I4210099079"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Song","raw_affiliation_strings":["Laboratory of Bionic Sensing and Advanced Robot Technology, Institute of Intelligent Machines, Hefei Institutes of Physical Science, Chinese Academy of Sciences, China"],"raw_orcid":"https://orcid.org/0000-0003-2307-8524","affiliations":[{"raw_affiliation_string":"Laboratory of Bionic Sensing and Advanced Robot Technology, Institute of Intelligent Machines, Hefei Institutes of Physical Science, Chinese Academy of Sciences, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I2802624667","https://openalex.org/I4210099079"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059137735","display_name":"Erkang Cheng","orcid":"https://orcid.org/0000-0001-7941-6911"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I2802624667","display_name":"Hefei Institutes of Physical Science","ror":"https://ror.org/046n57345","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667"]},{"id":"https://openalex.org/I4210099079","display_name":"Institute of Intelligent Machines","ror":"https://ror.org/00w0qep84","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667","https://openalex.org/I4210099079"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Erkang Cheng","raw_affiliation_strings":["Laboratory of Bionic Sensing and Advanced Robot Technology, Institute of Intelligent Machines, Hefei Institutes of Physical Science, Chinese Academy of Sciences, China"],"raw_orcid":"https://orcid.org/0000-0001-7941-6911","affiliations":[{"raw_affiliation_string":"Laboratory of Bionic Sensing and Advanced Robot Technology, Institute of Intelligent Machines, Hefei Institutes of Physical Science, Chinese Academy of Sciences, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I2802624667","https://openalex.org/I4210099079"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1213,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.4970297,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"82","last_page":"87"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9994000196456909,"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":0.9994000196456909,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9980000257492065,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6259855031967163},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.6229621171951294},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5924091935157776},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5835941433906555},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.44776803255081177},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.4373888373374939},{"id":"https://openalex.org/keywords/distance-transform","display_name":"Distance transform","score":0.41930100321769714},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.40012407302856445},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.1316319704055786}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6259855031967163},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.6229621171951294},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5924091935157776},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5835941433906555},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.44776803255081177},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.4373888373374939},{"id":"https://openalex.org/C73621898","wikidata":"https://www.wikidata.org/wiki/Q2940504","display_name":"Distance transform","level":3,"score":0.41930100321769714},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.40012407302856445},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1316319704055786}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3639631.3639645","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3639631.3639645","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 6th International Conference on Algorithms Computing and Artificial Intelligence","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2917834944","https://openalex.org/W2972339784","https://openalex.org/W2997568695","https://openalex.org/W3048980154","https://openalex.org/W3091988280","https://openalex.org/W4285183316","https://openalex.org/W4292347839"],"related_works":["https://openalex.org/W4379231730","https://openalex.org/W4389858081","https://openalex.org/W2914965370","https://openalex.org/W4324315429","https://openalex.org/W2501551404","https://openalex.org/W4385583601","https://openalex.org/W4298131179","https://openalex.org/W1522196789","https://openalex.org/W2147425361","https://openalex.org/W2170593128"],"abstract_inverted_index":{"Medical":[0],"image":[1],"segmentation":[2,19,76,79,107,143,158,165,172],"plays":[3],"an":[4],"important":[5],"role":[6],"in":[7],"the":[8,25,40,44,53,57,82,89,106,109,122,129,134,153,160,186],"computer-aided":[9],"screening":[10],"of":[11,39,43,70,88,133],"many":[12],"diseases.":[13],"Different":[14],"from":[15],"popular":[16,150],"deep":[17],"learning-based":[18],"methods":[20],"that":[21,65,100,178],"mainly":[22],"focus":[23],"on":[24,148],"whole":[26,170],"target,":[27],"recent":[28],"studies":[29],"pay":[30],"more":[31],"attention":[32],"to":[33,50,140,185],"target":[34,71],"contour":[35,72],"by":[36,121],"making":[37],"use":[38],"distance":[41,68],"transform":[42],"object":[45,54],"boundary.":[46],"In":[47,127],"this":[48],"paper,":[49],"learn":[51],"both":[52],"content":[55],"and":[56,81,108,119,167],"boundary":[58],"information,":[59],"we":[60,93],"incorporate":[61],"a":[62,67,74,95],"regression":[63,83,110],"task":[64,80,84],"estimates":[66],"map":[69],"into":[73],"CNN-based":[75],"network.":[77,91],"The":[78,112],"share":[85],"most":[86],"parts":[87],"backbone":[90],"Moreover,":[92],"introduce":[94],"channel":[96],"information":[97,114],"exchange":[98,115],"module":[99,116],"dynamically":[101],"exchanges":[102],"feature":[103,131],"maps":[104,132],"between":[105],"tasks.":[111],"proposed":[113],"is":[117],"parameter-free":[118],"controlled":[120],"batch":[123],"normalization":[124],"scaling":[125],"factor.":[126],"addition,":[128],"output":[130],"two":[135],"tasks":[136],"are":[137],"further":[138],"integrated":[139],"provide":[141],"fused":[142],"results.We":[144],"evaluate":[145],"our":[146,179],"method":[147,180],"three":[149],"datasets,":[151],"including":[152],"2D":[154],"ultrasound":[155],"thyroid":[156],"nodule":[157],"dataset,":[159],"3D":[161],"MRI":[162],"left":[163],"atrial":[164],"dataset":[166],"2017":[168],"MM-WHS":[169],"heart":[171],"Challenge":[173],"datasets.":[174],"Experimental":[175],"results":[176],"show":[177],"achieves":[181],"promising":[182],"performance":[183],"compared":[184],"state-of-the-art":[187],"approaches.":[188]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-30T17:31:21.811387","created_date":"2025-10-10T00:00:00"}
