{"id":"https://openalex.org/W4313122440","doi":"https://doi.org/10.1109/tcds.2022.3213944","title":"Deep Slice-Crossed Network With Local Weighted Loss for Brain Metastases Segmentation","display_name":"Deep Slice-Crossed Network With Local Weighted Loss for Brain Metastases Segmentation","publication_year":2022,"publication_date":"2022-10-13","ids":{"openalex":"https://openalex.org/W4313122440","doi":"https://doi.org/10.1109/tcds.2022.3213944"},"language":"en","primary_location":{"id":"doi:10.1109/tcds.2022.3213944","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcds.2022.3213944","pdf_url":null,"source":{"id":"https://openalex.org/S2488537894","display_name":"IEEE Transactions on Cognitive and Developmental Systems","issn_l":"2379-8920","issn":["2379-8920","2379-8939"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Cognitive and Developmental Systems","raw_type":"journal-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/A5063528590","display_name":"Xin Shu","orcid":"https://orcid.org/0000-0002-1457-6487"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]},{"id":"https://openalex.org/I4210125143","display_name":"Chengdu University","ror":"https://ror.org/034z67559","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210125143"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xin Shu","raw_affiliation_strings":["College of Computer Science, Sichuan University, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I4210125143","https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037608200","display_name":"Lei Zhang","orcid":"https://orcid.org/0000-0002-9702-6738"},"institutions":[{"id":"https://openalex.org/I4210125143","display_name":"Chengdu University","ror":"https://ror.org/034z67559","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210125143"]},{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Zhang","raw_affiliation_strings":["College of Computer Science, Sichuan University, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I4210125143","https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005985653","display_name":"Jiao Qu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210089761","display_name":"West China Hospital of Sichuan University","ror":"https://ror.org/007mrxy13","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210089761"]},{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiao Qu","raw_affiliation_strings":["Department of Radiology, West China Hospital of Sichuan University, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, West China Hospital of Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976","https://openalex.org/I4210089761"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052955491","display_name":"Lituan Wang","orcid":"https://orcid.org/0000-0002-5920-787X"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]},{"id":"https://openalex.org/I4210125143","display_name":"Chengdu University","ror":"https://ror.org/034z67559","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210125143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lituan Wang","raw_affiliation_strings":["College of Computer Science, Sichuan University, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I4210125143","https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102919523","display_name":"Zizhou Wang","orcid":"https://orcid.org/0000-0003-2234-9409"},"institutions":[{"id":"https://openalex.org/I4210125143","display_name":"Chengdu University","ror":"https://ror.org/034z67559","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210125143"]},{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zizhou Wang","raw_affiliation_strings":["College of Computer Science, Sichuan University, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I4210125143","https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004848485","display_name":"Wenjing Zhang","orcid":"https://orcid.org/0000-0002-2046-3948"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]},{"id":"https://openalex.org/I4210089761","display_name":"West China Hospital of Sichuan University","ror":"https://ror.org/007mrxy13","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210089761"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenjing Zhang","raw_affiliation_strings":["Department of Radiology, West China Hospital of Sichuan University, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, West China Hospital of Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976","https://openalex.org/I4210089761"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115594172","display_name":"Ying Wang","orcid":"https://orcid.org/0009-0008-3662-2692"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]},{"id":"https://openalex.org/I4210089761","display_name":"West China Hospital of Sichuan University","ror":"https://ror.org/007mrxy13","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210089761"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ying Wang","raw_affiliation_strings":["Department of Radiology, West China Hospital of Sichuan University, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, West China Hospital of Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976","https://openalex.org/I4210089761"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008731253","display_name":"Su Lui","orcid":"https://orcid.org/0000-0003-3541-1769"},"institutions":[{"id":"https://openalex.org/I4210089761","display_name":"West China Hospital of Sichuan University","ror":"https://ror.org/007mrxy13","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210089761"]},{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Su Lui","raw_affiliation_strings":["Department of Radiology, West China Hospital of Sichuan University, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, West China Hospital of Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976","https://openalex.org/I4210089761"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5063528590"],"corresponding_institution_ids":["https://openalex.org/I24185976","https://openalex.org/I4210125143"],"apc_list":null,"apc_paid":null,"fwci":0.3307,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.58074223,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"15","issue":"3","first_page":"1419","last_page":"1429"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9998000264167786,"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"}},{"id":"https://openalex.org/T11600","display_name":"Brain Metastases and Treatment","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9984999895095825,"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":0.7853320837020874},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7532235383987427},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6594468951225281},{"id":"https://openalex.org/keywords/weighting","display_name":"Weighting","score":0.6216189861297607},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.5626409649848938},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5359768271446228},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5228681564331055},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5118321776390076},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.18716630339622498},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.14253631234169006}],"concepts":[{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7853320837020874},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7532235383987427},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6594468951225281},{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.6216189861297607},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.5626409649848938},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5359768271446228},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5228681564331055},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5118321776390076},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.18716630339622498},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.14253631234169006},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcds.2022.3213944","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcds.2022.3213944","pdf_url":null,"source":{"id":"https://openalex.org/S2488537894","display_name":"IEEE Transactions on Cognitive and Developmental Systems","issn_l":"2379-8920","issn":["2379-8920","2379-8939"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Cognitive and Developmental Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.5199999809265137}],"awards":[{"id":"https://openalex.org/G2445850327","display_name":null,"funder_award_id":"62025601","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3151451402","display_name":null,"funder_award_id":"61772353","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G7722438228","display_name":null,"funder_award_id":"2018SCUH0040","funder_id":"https://openalex.org/F4320322990","funder_display_name":"Sichuan University"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322990","display_name":"Sichuan University","ror":"https://ror.org/011ashp19"},{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":67,"referenced_works":["https://openalex.org/W1784610100","https://openalex.org/W1901129140","https://openalex.org/W1976628810","https://openalex.org/W2059175649","https://openalex.org/W2100471656","https://openalex.org/W2128747957","https://openalex.org/W2154434845","https://openalex.org/W2226808373","https://openalex.org/W2412782625","https://openalex.org/W2560311620","https://openalex.org/W2617855130","https://openalex.org/W2630837129","https://openalex.org/W2734349601","https://openalex.org/W2752782242","https://openalex.org/W2761889757","https://openalex.org/W2790772420","https://openalex.org/W2791822495","https://openalex.org/W2799142782","https://openalex.org/W2883935556","https://openalex.org/W2884436604","https://openalex.org/W2884585870","https://openalex.org/W2887167507","https://openalex.org/W2888358068","https://openalex.org/W2900237898","https://openalex.org/W2903617078","https://openalex.org/W2905181441","https://openalex.org/W2906500221","https://openalex.org/W2906658447","https://openalex.org/W2907759749","https://openalex.org/W2936835627","https://openalex.org/W2958620810","https://openalex.org/W2962731543","https://openalex.org/W2962767316","https://openalex.org/W2962914239","https://openalex.org/W2963351448","https://openalex.org/W2963446989","https://openalex.org/W2964098128","https://openalex.org/W2964309882","https://openalex.org/W2965669393","https://openalex.org/W2975013390","https://openalex.org/W2979316386","https://openalex.org/W2979668774","https://openalex.org/W2979850397","https://openalex.org/W2979967919","https://openalex.org/W2982220924","https://openalex.org/W2991471181","https://openalex.org/W2997564896","https://openalex.org/W2998355502","https://openalex.org/W3012636247","https://openalex.org/W3027739765","https://openalex.org/W3030952871","https://openalex.org/W3085137128","https://openalex.org/W3092344722","https://openalex.org/W3095207884","https://openalex.org/W3099531013","https://openalex.org/W3100143300","https://openalex.org/W3107113572","https://openalex.org/W3124994365","https://openalex.org/W3125803554","https://openalex.org/W3136424010","https://openalex.org/W3153148133","https://openalex.org/W3208983378","https://openalex.org/W3216717225","https://openalex.org/W3217420083","https://openalex.org/W6739696289","https://openalex.org/W6761320662","https://openalex.org/W6789459963"],"related_works":["https://openalex.org/W2180954594","https://openalex.org/W2052835778","https://openalex.org/W2049003611","https://openalex.org/W2127804977","https://openalex.org/W2108418243","https://openalex.org/W164103134","https://openalex.org/W2787352659","https://openalex.org/W1970611213","https://openalex.org/W2283145973","https://openalex.org/W4315434538"],"abstract_inverted_index":{"Cognitive":[0],"deficits":[1],"occur":[2],"in":[3,105,119,141],"up":[4],"to":[5,28,42,50,100,113,126,137,162,175],"90%":[6],"of":[7,143,154,166],"patients":[8],"with":[9,202],"brain":[10,22,60,204],"metastases":[11,34,39,116],"and":[12,20,62,74,186],"can":[13,172],"be":[14,43,173],"caused":[15],"by":[16],"the":[17,56,64,91,97,139,152,164,196],"tumor":[18,106],"itself":[19],"whole":[21],"radiation":[23],"therapy.":[24],"Latest":[25],"treatment":[26],"options":[27],"reduce":[29,55],"cognitive":[30],"decline":[31],"require":[32],"high-precision":[33],"segmentation.":[35],"This":[36],"asks":[37],"existing":[38,147],"segmentation":[40,57,206],"models":[41],"further":[44],"improved":[45],"as":[46],"their":[47],"limited":[48],"ability":[49],"micro":[51,67],"lesion":[52],"perception.":[53],"To":[54,178],"error":[58],"on":[59,66],"tissues":[61],"improve":[63],"accuracy":[65],"metastases,":[68],"a":[69,75,85],"deep":[70],"slice-crossed":[71,98],"network":[72],"(SCNet)":[73],"local":[76,132],"weighted":[77,133],"loss":[78,134],"are":[79],"proposed,":[80],"respectively.":[81],"The":[82,131],"SCNet":[83],"contains":[84],"gated":[86],"feature":[87],"fusion":[88],"module":[89],"where":[90],"\u201cgate\u201d":[92],"is":[93,135],"learned":[94],"individually":[95],"from":[96,157],"label":[99],"roughly":[101],"localize":[102],"metastases.":[103],"Then,":[104],"regions,":[107,121],"this":[108],"gate":[109],"allows":[110,123],"intraslice":[111],"information":[112,125],"pass":[114,127],"for":[115,128],"enhancement,":[117],"while":[118],"other":[120],"it":[122,150],"interslice":[124],"vascular":[129],"screening.":[130],"proposed":[136,197],"address":[138],"inconsistency":[140],"size":[142],"intraclass":[144],"objects.":[145],"Unlike":[146],"weighting":[148],"approaches,":[149],"calculates":[151],"weight":[153],"each":[155],"pixel":[156,160],"its":[158],"neighborhood":[159],"distribution":[161],"enhance":[163],"learning":[165],"pixels":[167],"within":[168],"small":[169],"tumors,":[170],"which":[171],"applied":[174],"common":[176],"losses.":[177],"evaluate":[179],"them,":[180],"two":[181],"data":[182],"sets":[183],"containing":[184],"1000":[185],"368":[187],"patients,":[188],"respectively,":[189],"were":[190],"collated.":[191],"Experimental":[192],"results":[193],"demonstrate":[194],"that":[195],"method":[198],"perform":[199],"satisfactorily":[200],"compared":[201],"state-of-the-art":[203],"metastasis":[205],"models.":[207]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}