{"id":"https://openalex.org/W3026909576","doi":"https://doi.org/10.1109/isbi45749.2020.9098596","title":"Simultaneous Classification and Segmentation of Intracranial Hemorrhage Using a Fully Convolutional Neural Network","display_name":"Simultaneous Classification and Segmentation of Intracranial Hemorrhage Using a Fully Convolutional Neural Network","publication_year":2020,"publication_date":"2020-04-01","ids":{"openalex":"https://openalex.org/W3026909576","doi":"https://doi.org/10.1109/isbi45749.2020.9098596","mag":"3026909576"},"language":"en","primary_location":{"id":"doi:10.1109/isbi45749.2020.9098596","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi45749.2020.9098596","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI)","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/A5103004941","display_name":"Danfeng Guo","orcid":"https://orcid.org/0000-0002-9023-6169"},"institutions":[{"id":"https://openalex.org/I4210105994","display_name":"Compliment Corporation (United States)","ror":"https://ror.org/01gy41z17","country_code":"US","type":"company","lineage":["https://openalex.org/I4210105994"]},{"id":"https://openalex.org/I58610484","display_name":"Seattle University","ror":"https://ror.org/02jqc0m91","country_code":"US","type":"education","lineage":["https://openalex.org/I58610484"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Danfeng Guo","raw_affiliation_strings":["CuraCloud Corporation, Seattle, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CuraCloud Corporation, Seattle, USA","institution_ids":["https://openalex.org/I4210105994","https://openalex.org/I58610484"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006730593","display_name":"Haihua Wei","orcid":null},"institutions":[{"id":"https://openalex.org/I4210164332","display_name":"Shenzhen Second People's Hospital","ror":"https://ror.org/05c74bq69","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210164332"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haihua Wei","raw_affiliation_strings":["Shenzhen Second People's Hospital, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shenzhen Second People's Hospital, Shenzhen, China","institution_ids":["https://openalex.org/I4210164332"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100627241","display_name":"Pengfei Zhao","orcid":"https://orcid.org/0000-0002-9210-6544"},"institutions":[{"id":"https://openalex.org/I4210105994","display_name":"Compliment Corporation (United States)","ror":"https://ror.org/01gy41z17","country_code":"US","type":"company","lineage":["https://openalex.org/I4210105994"]},{"id":"https://openalex.org/I58610484","display_name":"Seattle University","ror":"https://ror.org/02jqc0m91","country_code":"US","type":"education","lineage":["https://openalex.org/I58610484"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pengfei Zhao","raw_affiliation_strings":["CuraCloud Corporation, Seattle, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CuraCloud Corporation, Seattle, USA","institution_ids":["https://openalex.org/I4210105994","https://openalex.org/I58610484"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074413345","display_name":"Yue Pan","orcid":"https://orcid.org/0000-0003-1320-147X"},"institutions":[{"id":"https://openalex.org/I4210105994","display_name":"Compliment Corporation (United States)","ror":"https://ror.org/01gy41z17","country_code":"US","type":"company","lineage":["https://openalex.org/I4210105994"]},{"id":"https://openalex.org/I58610484","display_name":"Seattle University","ror":"https://ror.org/02jqc0m91","country_code":"US","type":"education","lineage":["https://openalex.org/I58610484"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yue Pan","raw_affiliation_strings":["CuraCloud Corporation, Seattle, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CuraCloud Corporation, Seattle, USA","institution_ids":["https://openalex.org/I4210105994","https://openalex.org/I58610484"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100642439","display_name":"Haoyu Yang","orcid":"https://orcid.org/0009-0000-8337-6406"},"institutions":[{"id":"https://openalex.org/I4210105994","display_name":"Compliment Corporation (United States)","ror":"https://ror.org/01gy41z17","country_code":"US","type":"company","lineage":["https://openalex.org/I4210105994"]},{"id":"https://openalex.org/I58610484","display_name":"Seattle University","ror":"https://ror.org/02jqc0m91","country_code":"US","type":"education","lineage":["https://openalex.org/I58610484"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hao-Yu Yang","raw_affiliation_strings":["CuraCloud Corporation, Seattle, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CuraCloud Corporation, Seattle, USA","institution_ids":["https://openalex.org/I4210105994","https://openalex.org/I58610484"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100617364","display_name":"Xin Wang","orcid":"https://orcid.org/0000-0002-5854-5287"},"institutions":[{"id":"https://openalex.org/I4210105994","display_name":"Compliment Corporation (United States)","ror":"https://ror.org/01gy41z17","country_code":"US","type":"company","lineage":["https://openalex.org/I4210105994"]},{"id":"https://openalex.org/I58610484","display_name":"Seattle University","ror":"https://ror.org/02jqc0m91","country_code":"US","type":"education","lineage":["https://openalex.org/I58610484"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xin Wang","raw_affiliation_strings":["CuraCloud Corporation, Seattle, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CuraCloud Corporation, Seattle, USA","institution_ids":["https://openalex.org/I4210105994","https://openalex.org/I58610484"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069614792","display_name":"Junjie Bai","orcid":"https://orcid.org/0000-0002-9134-1024"},"institutions":[{"id":"https://openalex.org/I4210105994","display_name":"Compliment Corporation (United States)","ror":"https://ror.org/01gy41z17","country_code":"US","type":"company","lineage":["https://openalex.org/I4210105994"]},{"id":"https://openalex.org/I58610484","display_name":"Seattle University","ror":"https://ror.org/02jqc0m91","country_code":"US","type":"education","lineage":["https://openalex.org/I58610484"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Junjie Bai","raw_affiliation_strings":["CuraCloud Corporation, Seattle, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CuraCloud Corporation, Seattle, USA","institution_ids":["https://openalex.org/I4210105994","https://openalex.org/I58610484"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003321058","display_name":"Kunlin Cao","orcid":"https://orcid.org/0000-0003-2361-151X"},"institutions":[{"id":"https://openalex.org/I4210105994","display_name":"Compliment Corporation (United States)","ror":"https://ror.org/01gy41z17","country_code":"US","type":"company","lineage":["https://openalex.org/I4210105994"]},{"id":"https://openalex.org/I58610484","display_name":"Seattle University","ror":"https://ror.org/02jqc0m91","country_code":"US","type":"education","lineage":["https://openalex.org/I58610484"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kunlin Cao","raw_affiliation_strings":["CuraCloud Corporation, Seattle, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CuraCloud Corporation, Seattle, USA","institution_ids":["https://openalex.org/I4210105994","https://openalex.org/I58610484"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108088410","display_name":"Qi Song","orcid":"https://orcid.org/0009-0007-1726-4263"},"institutions":[{"id":"https://openalex.org/I4210105994","display_name":"Compliment Corporation (United States)","ror":"https://ror.org/01gy41z17","country_code":"US","type":"company","lineage":["https://openalex.org/I4210105994"]},{"id":"https://openalex.org/I58610484","display_name":"Seattle University","ror":"https://ror.org/02jqc0m91","country_code":"US","type":"education","lineage":["https://openalex.org/I58610484"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Qi Song","raw_affiliation_strings":["CuraCloud Corporation, Seattle, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CuraCloud Corporation, Seattle, USA","institution_ids":["https://openalex.org/I4210105994","https://openalex.org/I58610484"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106670417","display_name":"Jun Xia","orcid":"https://orcid.org/0000-0002-5689-0343"},"institutions":[{"id":"https://openalex.org/I4210164332","display_name":"Shenzhen Second People's Hospital","ror":"https://ror.org/05c74bq69","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210164332"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Xia","raw_affiliation_strings":["Shenzhen Second People's Hospital, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shenzhen Second People's Hospital, Shenzhen, China","institution_ids":["https://openalex.org/I4210164332"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101709050","display_name":"Feng Gao","orcid":"https://orcid.org/0000-0003-4380-1687"},"institutions":[{"id":"https://openalex.org/I4210105994","display_name":"Compliment Corporation (United States)","ror":"https://ror.org/01gy41z17","country_code":"US","type":"company","lineage":["https://openalex.org/I4210105994"]},{"id":"https://openalex.org/I58610484","display_name":"Seattle University","ror":"https://ror.org/02jqc0m91","country_code":"US","type":"education","lineage":["https://openalex.org/I58610484"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Feng Gao","raw_affiliation_strings":["CuraCloud Corporation, Seattle, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CuraCloud Corporation, Seattle, USA","institution_ids":["https://openalex.org/I4210105994","https://openalex.org/I58610484"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037389227","display_name":"Youbing Yin","orcid":"https://orcid.org/0000-0001-9913-134X"},"institutions":[{"id":"https://openalex.org/I4210105994","display_name":"Compliment Corporation (United States)","ror":"https://ror.org/01gy41z17","country_code":"US","type":"company","lineage":["https://openalex.org/I4210105994"]},{"id":"https://openalex.org/I58610484","display_name":"Seattle University","ror":"https://ror.org/02jqc0m91","country_code":"US","type":"education","lineage":["https://openalex.org/I58610484"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Youbing Yin","raw_affiliation_strings":["CuraCloud Corporation, Seattle, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CuraCloud Corporation, Seattle, USA","institution_ids":["https://openalex.org/I4210105994","https://openalex.org/I58610484"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"118","last_page":"121"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11763","display_name":"Intracerebral and Subarachnoid Hemorrhage Research","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11763","display_name":"Intracerebral and Subarachnoid Hemorrhage Research","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"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/T10227","display_name":"Acute Ischemic Stroke Management","score":0.989799976348877,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9890000224113464,"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":0.8038990497589111},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6824480891227722},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6710056662559509},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.646729588508606},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6098974943161011},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.5197322368621826},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4732761085033417},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.45670461654663086},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.43453091382980347}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8038990497589111},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6824480891227722},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6710056662559509},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.646729588508606},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6098974943161011},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.5197322368621826},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4732761085033417},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.45670461654663086},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.43453091382980347},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isbi45749.2020.9098596","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi45749.2020.9098596","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W1947113872","https://openalex.org/W1948751323","https://openalex.org/W2194775991","https://openalex.org/W2330235342","https://openalex.org/W2515788890","https://openalex.org/W2563701462","https://openalex.org/W2798122215","https://openalex.org/W2883545264","https://openalex.org/W2896817483","https://openalex.org/W2899381700","https://openalex.org/W2943644689","https://openalex.org/W2963122731","https://openalex.org/W2963150697","https://openalex.org/W2963677766"],"related_works":["https://openalex.org/W4375867731","https://openalex.org/W4236696095","https://openalex.org/W3143779693","https://openalex.org/W2626808643","https://openalex.org/W2004064826","https://openalex.org/W3103727510","https://openalex.org/W4226493464","https://openalex.org/W3133861977","https://openalex.org/W2951211570","https://openalex.org/W3103566983"],"abstract_inverted_index":{"Intracranial":[0],"hemorrhage":[1],"(ICH)":[2],"is":[3],"a":[4,45,61,104],"critical":[5,23],"disease":[6],"that":[7,113],"requires":[8],"immediate":[9],"diagnosis":[10],"and":[11,17,71,83,92,111,121,127],"treatment.":[12],"Accurate":[13],"detection,":[14,69],"subtype":[15],"classification":[16,70,120],"volume":[18],"quantification":[19],"of":[20,51,73,99,106,118],"ICH":[21,26,36],"are":[22],"aspects":[24],"in":[25,44,87],"diagnosis.":[27],"Previous":[28],"studies":[29],"have":[30],"applied":[31],"deep":[32],"learning":[33],"techniques":[34],"for":[35,67],"analysis":[37],"but":[38],"usually":[39],"tackle":[40],"the":[41,79,85,97,116],"aforementioned":[42],"tasks":[43,123],"separate":[46],"manner":[47],"without":[48],"taking":[49],"advantage":[50],"information":[52,82],"sharing":[53],"between":[54],"tasks.":[55],"In":[56],"this":[57],"paper,":[58],"we":[59],"propose":[60],"multi-task":[62],"fully":[63],"convolutional":[64],"network,":[65],"ICHNet,":[66],"simultaneous":[68],"segmentation":[72,122],"ICH.":[74],"The":[75],"proposed":[76,101],"framework":[77],"utilizes":[78],"inter-slice":[80],"contextual":[81],"has":[84],"flexibility":[86],"handling":[88],"various":[89],"label":[90],"settings":[91],"task":[93],"combinations.":[94],"We":[95],"evaluate":[96],"performance":[98,117],"our":[100],"architecture":[102],"using":[103],"total":[105],"1176":[107],"head":[108],"CT":[109],"scans":[110],"show":[112],"it":[114],"improves":[115],"both":[119],"compared":[124],"with":[125],"single-task":[126],"baseline":[128],"models.":[129]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":4}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
