{"id":"https://openalex.org/W4308236272","doi":"https://doi.org/10.1109/icip46576.2022.9897303","title":"Iterative Seeded Region Growing for Brain Tissue Segmentation","display_name":"Iterative Seeded Region Growing for Brain Tissue Segmentation","publication_year":2022,"publication_date":"2022-10-16","ids":{"openalex":"https://openalex.org/W4308236272","doi":"https://doi.org/10.1109/icip46576.2022.9897303"},"language":"en","primary_location":{"id":"doi:10.1109/icip46576.2022.9897303","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip46576.2022.9897303","pdf_url":null,"source":{"id":"https://openalex.org/S4363607719","display_name":"2022 IEEE International Conference on Image Processing (ICIP)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"},"type":"article","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/A5100365714","display_name":"Ke Zhang","orcid":"https://orcid.org/0000-0002-3382-6090"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ke Zhang","raw_affiliation_strings":["Southeast University,Jiangsu Provincal Joint International Research Laboratory of Medical Information Processing, School of Computer Science and Engineering,Nanjing,China","Jiangsu Provincal Joint International Research Laboratory of Medical Information Processing, School of Computer Science and Engineering, Southeast University, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Southeast University,Jiangsu Provincal Joint International Research Laboratory of Medical Information Processing, School of Computer Science and Engineering,Nanjing,China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"Jiangsu Provincal Joint International Research Laboratory of Medical Information Processing, School of Computer Science and Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039792198","display_name":"Fei Wu","orcid":"https://orcid.org/0000-0001-5498-4947"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fei Wu","raw_affiliation_strings":["Southeast University,Jiangsu Provincal Joint International Research Laboratory of Medical Information Processing, School of Computer Science and Engineering,Nanjing,China","Jiangsu Provincal Joint International Research Laboratory of Medical Information Processing, School of Computer Science and Engineering, Southeast University, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Southeast University,Jiangsu Provincal Joint International Research Laboratory of Medical Information Processing, School of Computer Science and Engineering,Nanjing,China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"Jiangsu Provincal Joint International Research Laboratory of Medical Information Processing, School of Computer Science and Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038199312","display_name":"Junxiao Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junxiao Sun","raw_affiliation_strings":["Southeast University,Jiangsu Provincal Joint International Research Laboratory of Medical Information Processing, School of Computer Science and Engineering,Nanjing,China","Jiangsu Provincal Joint International Research Laboratory of Medical Information Processing, School of Computer Science and Engineering, Southeast University, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Southeast University,Jiangsu Provincal Joint International Research Laboratory of Medical Information Processing, School of Computer Science and Engineering,Nanjing,China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"Jiangsu Provincal Joint International Research Laboratory of Medical Information Processing, School of Computer Science and Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049077061","display_name":"Guanyu Yang","orcid":"https://orcid.org/0000-0003-3704-1722"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guanyu Yang","raw_affiliation_strings":["Southeast University,Jiangsu Provincal Joint International Research Laboratory of Medical Information Processing, School of Computer Science and Engineering,Nanjing,China","Key Laboratory of Computer Network and Information Integration, Southeast University, Ministry of Education, Nanjing, China","Jiangsu Provincal Joint International Research Laboratory of Medical Information Processing, School of Computer Science and Engineering, Southeast University, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Southeast University,Jiangsu Provincal Joint International Research Laboratory of Medical Information Processing, School of Computer Science and Engineering,Nanjing,China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"Key Laboratory of Computer Network and Information Integration, Southeast University, Ministry of Education, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"Jiangsu Provincal Joint International Research Laboratory of Medical Information Processing, School of Computer Science and Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100687822","display_name":"Huazhong Shu","orcid":"https://orcid.org/0000-0002-3833-7915"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huazhong Shu","raw_affiliation_strings":["Southeast University,Jiangsu Provincal Joint International Research Laboratory of Medical Information Processing, School of Computer Science and Engineering,Nanjing,China","Jiangsu Provincal Joint International Research Laboratory of Medical Information Processing, School of Computer Science and Engineering, Southeast University, Nanjing, China","Key Laboratory of Computer Network and Information Integration, Southeast University, Ministry of Education, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Southeast University,Jiangsu Provincal Joint International Research Laboratory of Medical Information Processing, School of Computer Science and Engineering,Nanjing,China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"Jiangsu Provincal Joint International Research Laboratory of Medical Information Processing, School of Computer Science and Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"Key Laboratory of Computer Network and Information Integration, Southeast University, Ministry of Education, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008751186","display_name":"Youyong Kong","orcid":"https://orcid.org/0000-0003-2095-8470"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Youyong Kong","raw_affiliation_strings":["Southeast University,Jiangsu Provincal Joint International Research Laboratory of Medical Information Processing, School of Computer Science and Engineering,Nanjing,China","Jiangsu Provincal Joint International Research Laboratory of Medical Information Processing, School of Computer Science and Engineering, Southeast University, Nanjing, China","Key Laboratory of Computer Network and Information Integration, Southeast University, Ministry of Education, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Southeast University,Jiangsu Provincal Joint International Research Laboratory of Medical Information Processing, School of Computer Science and Engineering,Nanjing,China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"Jiangsu Provincal Joint International Research Laboratory of Medical Information Processing, School of Computer Science and Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"Key Laboratory of Computer Network and Information Integration, Southeast University, Ministry of Education, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100365714"],"corresponding_institution_ids":["https://openalex.org/I76569877"],"apc_list":null,"apc_paid":null,"fwci":0.0599,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.28867817,"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":"886","last_page":"890"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9997000098228455,"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":0.9994999766349792,"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/voxel","display_name":"Voxel","score":0.7997792959213257},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7763693332672119},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.7594390511512756},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.751510500907898},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5654386281967163},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5511684417724609},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.5456545352935791},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.5440962910652161},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.46245503425598145},{"id":"https://openalex.org/keywords/brain-tissue","display_name":"Brain tissue","score":0.45583322644233704},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.33077090978622437},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12428343296051025}],"concepts":[{"id":"https://openalex.org/C54170458","wikidata":"https://www.wikidata.org/wiki/Q663554","display_name":"Voxel","level":2,"score":0.7997792959213257},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7763693332672119},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7594390511512756},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.751510500907898},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5654386281967163},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5511684417724609},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.5456545352935791},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.5440962910652161},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.46245503425598145},{"id":"https://openalex.org/C2986936838","wikidata":"https://www.wikidata.org/wiki/Q492038","display_name":"Brain tissue","level":2,"score":0.45583322644233704},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.33077090978622437},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12428343296051025},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C105702510","wikidata":"https://www.wikidata.org/wiki/Q514","display_name":"Anatomy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icip46576.2022.9897303","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip46576.2022.9897303","pdf_url":null,"source":{"id":"https://openalex.org/S4363607719","display_name":"2022 IEEE International Conference on Image Processing (ICIP)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322769","display_name":"Natural Science Foundation of Jiangsu Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W1987869189","https://openalex.org/W1993120651","https://openalex.org/W2006096283","https://openalex.org/W2028344184","https://openalex.org/W2096579040","https://openalex.org/W2109255472","https://openalex.org/W2116654471","https://openalex.org/W2132116135","https://openalex.org/W2549139847","https://openalex.org/W2617753185","https://openalex.org/W2794527877","https://openalex.org/W2799124825","https://openalex.org/W2962835938","https://openalex.org/W2963881378","https://openalex.org/W2978810310","https://openalex.org/W4230920194"],"related_works":["https://openalex.org/W3027020613","https://openalex.org/W2016533837","https://openalex.org/W3167885074","https://openalex.org/W2892386716","https://openalex.org/W4306164210","https://openalex.org/W1998563493","https://openalex.org/W4313316311","https://openalex.org/W4362608745","https://openalex.org/W2383143032","https://openalex.org/W2148204638"],"abstract_inverted_index":{"Brain":[0],"tissue":[1,57,92,112],"segmentation":[2,58,125],"from":[3],"magnetic":[4],"resonance":[5],"imaging":[6],"(MRI)":[7],"is":[8,136],"of":[9,31,127],"significant":[10],"importance":[11],"for":[12,55],"clinical":[13],"application":[14],"and":[15,29,34,67,116,141],"cognitive":[16],"research.":[17],"The":[18,114,133],"promising":[19],"deep":[20],"learning":[21],"based":[22,77],"methods":[23],"heavily":[24],"depend":[25],"on":[26,78,138],"the":[27,37,72,79,90,103,110,117,124,128],"quality":[28],"quantity":[30],"training":[32],"datasets,":[33],"also":[35],"ignore":[36],"domain":[38],"knowledge.":[39],"To":[40],"overcome":[41],"this":[42,44],"issue,":[43],"paper":[45],"proposes":[46],"a":[47,95],"novel":[48],"Iterative":[49],"Seeded":[50],"Region":[51],"Growing":[52],"(ISRG)":[53],"approach":[54,135],"brain":[56,84],"with":[59,94,146],"only":[60],"one":[61],"reference":[62],"image.":[63],"After":[64],"super-voxel":[65],"generation":[66],"matching,":[68],"we":[69,87],"first":[70],"select":[71],"high":[73,80],"confidence":[74],"seeded":[75,104],"regions":[76,105],"similarity":[81],"between":[82],"individual":[83],"images.":[85],"Then,":[86],"obtain":[88],"initial":[89],"voxel-wise":[91,111],"probabilities":[93],"proposed":[96,134],"fully":[97],"convolutional":[98],"network":[99],"(named":[100],"TPUNet).":[101],"Thirdly,":[102],"are":[106,120,131],"updated":[107],"according":[108],"to":[109],"probabilities.":[113],"second":[115],"third":[118],"steps":[119],"iteratively":[121],"performed":[122],"until":[123],"labels":[126],"entire":[129],"image":[130],"obtained.":[132],"evaluated":[137],"IBSR18":[139],"dataset":[140],"achieves":[142],"better":[143],"results":[144],"compared":[145],"other":[147],"methods.":[148]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
