{"id":"https://openalex.org/W2937176418","doi":"https://doi.org/10.1109/icassp.2019.8683824","title":"Layout-aware Subfigure Decomposition for Complex Figures in the Biomedical Literature","display_name":"Layout-aware Subfigure Decomposition for Complex Figures in the Biomedical Literature","publication_year":2019,"publication_date":"2019-04-17","ids":{"openalex":"https://openalex.org/W2937176418","doi":"https://doi.org/10.1109/icassp.2019.8683824","mag":"2937176418"},"language":"en","primary_location":{"id":"doi:10.1109/icassp.2019.8683824","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2019.8683824","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","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/A5055489694","display_name":"Xiangyang Shi","orcid":"https://orcid.org/0000-0001-6785-6645"},"institutions":[{"id":"https://openalex.org/I2801204180","display_name":"Marina Del Rey Hospital","ror":"https://ror.org/05wqyfz02","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2801204180"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiangyang Shi","raw_affiliation_strings":["Information Sciences Institute, Marina del Rey, California, U.S.A"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Sciences Institute, Marina del Rey, California, U.S.A","institution_ids":["https://openalex.org/I2801204180"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100668820","display_name":"Yue Wu","orcid":"https://orcid.org/0000-0001-6786-9630"},"institutions":[{"id":"https://openalex.org/I2801204180","display_name":"Marina Del Rey Hospital","ror":"https://ror.org/05wqyfz02","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2801204180"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yue Wu","raw_affiliation_strings":["Information Sciences Institute, Marina del Rey, California, U.S.A"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Sciences Institute, Marina del Rey, California, U.S.A","institution_ids":["https://openalex.org/I2801204180"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108504544","display_name":"Huaigu Cao","orcid":null},"institutions":[{"id":"https://openalex.org/I2801204180","display_name":"Marina Del Rey Hospital","ror":"https://ror.org/05wqyfz02","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2801204180"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Huaigu Cao","raw_affiliation_strings":["Information Sciences Institute, Marina del Rey, California, U.S.A"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Sciences Institute, Marina del Rey, California, U.S.A","institution_ids":["https://openalex.org/I2801204180"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087346345","display_name":"Gully Burns","orcid":"https://orcid.org/0000-0003-1493-865X"},"institutions":[{"id":"https://openalex.org/I2801204180","display_name":"Marina Del Rey Hospital","ror":"https://ror.org/05wqyfz02","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2801204180"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gully Burns","raw_affiliation_strings":["Information Sciences Institute, Marina del Rey, California, U.S.A"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Sciences Institute, Marina del Rey, California, U.S.A","institution_ids":["https://openalex.org/I2801204180"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066184920","display_name":"Prem Natarajan","orcid":"https://orcid.org/0000-0002-4386-6651"},"institutions":[{"id":"https://openalex.org/I2801204180","display_name":"Marina Del Rey Hospital","ror":"https://ror.org/05wqyfz02","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2801204180"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Prem Natarajan","raw_affiliation_strings":["Information Sciences Institute, Marina del Rey, California, U.S.A"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Sciences Institute, Marina del Rey, California, U.S.A","institution_ids":["https://openalex.org/I2801204180"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I2801204180"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1343","last_page":"1347"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9939000010490417,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10862","display_name":"AI in cancer detection","score":0.9939000010490417,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9868999719619751,"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/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9861999750137329,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8478415012359619},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.5817756056785583},{"id":"https://openalex.org/keywords/decomposition","display_name":"Decomposition","score":0.5142897963523865},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.4569840729236603},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.4500836730003357},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44543036818504333},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.44494253396987915},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4416132867336273},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.41216203570365906},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.3455358147621155},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3430463671684265},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.11793822050094604}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8478415012359619},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.5817756056785583},{"id":"https://openalex.org/C124681953","wikidata":"https://www.wikidata.org/wiki/Q339062","display_name":"Decomposition","level":2,"score":0.5142897963523865},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4569840729236603},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.4500836730003357},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44543036818504333},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.44494253396987915},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4416132867336273},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.41216203570365906},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3455358147621155},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3430463671684265},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.11793822050094604},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp.2019.8683824","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2019.8683824","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","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":32,"referenced_works":["https://openalex.org/W257053645","https://openalex.org/W639708223","https://openalex.org/W1536680647","https://openalex.org/W2099471712","https://openalex.org/W2111069037","https://openalex.org/W2117539524","https://openalex.org/W2123920375","https://openalex.org/W2145819879","https://openalex.org/W2149933564","https://openalex.org/W2165253681","https://openalex.org/W2168074160","https://openalex.org/W2404403190","https://openalex.org/W2570343428","https://openalex.org/W2576770651","https://openalex.org/W2602628042","https://openalex.org/W2613718673","https://openalex.org/W2758493566","https://openalex.org/W2796347433","https://openalex.org/W2888936314","https://openalex.org/W2919115771","https://openalex.org/W2963037989","https://openalex.org/W2964188032","https://openalex.org/W3106422812","https://openalex.org/W4293584584","https://openalex.org/W4299518610","https://openalex.org/W4320013936","https://openalex.org/W6609596228","https://openalex.org/W6620707391","https://openalex.org/W6682132143","https://openalex.org/W6731869672","https://openalex.org/W6744672680","https://openalex.org/W6750227808"],"related_works":["https://openalex.org/W4293226380","https://openalex.org/W4226493464","https://openalex.org/W4312417841","https://openalex.org/W3193565141","https://openalex.org/W3133861977","https://openalex.org/W2951211570","https://openalex.org/W3167935049","https://openalex.org/W2964954556","https://openalex.org/W3103566983","https://openalex.org/W3029198973"],"abstract_inverted_index":{"Published":[0],"scientific":[1],"figure":[2],"is":[3],"a":[4,18,53,89],"valuable":[5],"information":[6],"resource,":[7],"but":[8],"often":[9],"occur":[10],"as":[11],"composite":[12,30],"images.":[13],"The":[14],"ImageCLEF":[15,83],"meeting":[16],"presented":[17],"shared":[19],"evaluation":[20],"in":[21],"2016":[22,82],"to":[23,27,43,60,70],"use":[24],"machine":[25],"learning":[26],"split":[28],"these":[29],"figures":[31,50],"into":[32],"components":[33],"automatically.":[34],"We":[35],"adapted":[36],"an":[37,76],"existing":[38],"high-performance":[39],"object":[40],"detection":[41],"method":[42],"analyze":[44],"the":[45,81,98],"substructure":[46],"of":[47,78,101],"published":[48],"biomedical":[49],"by":[51],"developing":[52],"novel":[54],"multi-branch":[55],"output":[56],"convolution":[57],"neural":[58],"network":[59],"predict":[61],"irregular":[62],"panel":[63],"layouts":[64],"and":[65,86],"provide":[66],"augmented":[67],"training":[68],"data":[69],"drive":[71],"learning.":[72],"Our":[73],"system":[74],"has":[75],"accuracy":[77],"86.8%":[79],"on":[80,88],"Medical":[84],"dataset":[85,91],"83.1%":[87],"new":[90],"derived":[92],"from":[93,97],"open":[94],"access":[95],"papers":[96],"INTACT":[99],"database":[100],"molecular":[102],"interactions.":[103]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
