{"id":"https://openalex.org/W3129462618","doi":"https://doi.org/10.1117/12.2580879","title":"Multimodal weighted network for 3D brain tumor segmentation in MRI images","display_name":"Multimodal weighted network for 3D brain tumor segmentation in MRI images","publication_year":2021,"publication_date":"2021-02-12","ids":{"openalex":"https://openalex.org/W3129462618","doi":"https://doi.org/10.1117/12.2580879","mag":"3129462618"},"language":"en","primary_location":{"id":"doi:10.1117/12.2580879","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2580879","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical Imaging 2021: Biomedical Applications in Molecular, Structural, and Functional Imaging","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/A5100785325","display_name":"Zhiguo Zhou","orcid":"https://orcid.org/0000-0002-8867-6907"},"institutions":[{"id":"https://openalex.org/I28324025","display_name":"University of Central Missouri","ror":"https://ror.org/02c63wv67","country_code":"US","type":"education","lineage":["https://openalex.org/I28324025"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhiguo Zhou","raw_affiliation_strings":["Univ. of Central Missouri (United States)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ. of Central Missouri (United States)","institution_ids":["https://openalex.org/I28324025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101770794","display_name":"Rongfang Wang","orcid":"https://orcid.org/0000-0002-7253-7750"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rongfang Wang","raw_affiliation_strings":["Xidian Univ. (China)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Xidian Univ. (China)","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101771538","display_name":"Jing Yang","orcid":"https://orcid.org/0000-0002-8093-0464"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Yang","raw_affiliation_strings":["Xidian Univ. (China)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Xidian Univ. (China)","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057303331","display_name":"Rongbin Xu","orcid":"https://orcid.org/0000-0001-7726-8193"},"institutions":[{"id":"https://openalex.org/I64449678","display_name":"Putian University","ror":"https://ror.org/00jmsxk74","country_code":"CN","type":"education","lineage":["https://openalex.org/I64449678"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rongbin Xu","raw_affiliation_strings":["Putian Univ. (China)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Putian Univ. (China)","institution_ids":["https://openalex.org/I64449678"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039787974","display_name":"Jinkun Guo","orcid":"https://orcid.org/0000-0002-5489-1123"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinkun Guo","raw_affiliation_strings":["Xidian Univ. (China)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Xidian Univ. (China)","institution_ids":["https://openalex.org/I149594827"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.01409869,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"58","last_page":"58"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.998199999332428,"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":0.998199999332428,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.987500011920929,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9851999878883362,"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":0.7653278112411499},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7231825590133667},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6949556469917297},{"id":"https://openalex.org/keywords/modality","display_name":"Modality (human\u2013computer interaction)","score":0.6269455552101135},{"id":"https://openalex.org/keywords/hyperparameter","display_name":"Hyperparameter","score":0.6126177310943604},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5474340915679932},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.49773624539375305},{"id":"https://openalex.org/keywords/market-segmentation","display_name":"Market segmentation","score":0.48194408416748047},{"id":"https://openalex.org/keywords/brain-tumor","display_name":"Brain tumor","score":0.4470321536064148}],"concepts":[{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7653278112411499},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7231825590133667},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6949556469917297},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.6269455552101135},{"id":"https://openalex.org/C8642999","wikidata":"https://www.wikidata.org/wiki/Q4171168","display_name":"Hyperparameter","level":2,"score":0.6126177310943604},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5474340915679932},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.49773624539375305},{"id":"https://openalex.org/C125308379","wikidata":"https://www.wikidata.org/wiki/Q363057","display_name":"Market segmentation","level":2,"score":0.48194408416748047},{"id":"https://openalex.org/C2779130545","wikidata":"https://www.wikidata.org/wiki/Q233309","display_name":"Brain tumor","level":2,"score":0.4470321536064148},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1117/12.2580879","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2580879","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical Imaging 2021: Biomedical Applications in Molecular, Structural, and Functional Imaging","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":0,"referenced_works":[],"related_works":["https://openalex.org/W2140186469","https://openalex.org/W4390421286","https://openalex.org/W4280563792","https://openalex.org/W4389724018","https://openalex.org/W4318719684","https://openalex.org/W3183136280","https://openalex.org/W4318559728","https://openalex.org/W2775233965","https://openalex.org/W3114716045","https://openalex.org/W4360995913"],"abstract_inverted_index":{"Accurately":[0],"brain":[1,28],"tumor":[2,16,29],"segmentation":[3,30,83],"is":[4,17,32,60],"critical":[5],"on":[6],"treatment":[7,11],"plan":[8],"making":[9],"and":[10,19,26,69],"outcome":[12],"prediction.":[13],"Manually":[14],"segmenting":[15],"tedious":[18],"time":[20],"consuming.":[21],"Therefore,":[22],"developing":[23],"a":[24,39],"reliable":[25],"automatic":[27],"model":[31],"necessary.":[33],"In":[34],"this":[35],"study,":[36],"we":[37],"developed":[38],"new":[40],"multimodal":[41],"weighted":[42],"network":[43],"(MW-Net),":[44],"which":[45],"fully":[46],"utilizes":[47],"the":[48,55,62,72],"biological":[49],"information":[50],"from":[51,57],"multiple":[52],"modalities.":[53],"Since":[54],"contribution":[56],"different":[58],"modality":[59],"different,":[61],"relative":[63],"weight":[64],"in":[65,77,89],"introduced":[66],"into":[67],"MW-Net":[68,96],"trained":[70],"as":[71],"hyperparameter":[73],"with":[74],"other":[75],"parameters":[76],"an":[78],"end-to-end":[79],"way.":[80],"The":[81,92],"3D":[82],"results":[84,94],"can":[85],"be":[86],"directly":[87],"obtained":[88],"testing":[90],"stage.":[91],"experimental":[93],"showed":[95],"outperformed":[97],"3D-U-Net.":[98]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
