{"id":"https://openalex.org/W2044097773","doi":"https://doi.org/10.1109/icarcv.2014.7064414","title":"Medical image classification with convolutional neural network","display_name":"Medical image classification with convolutional neural network","publication_year":2014,"publication_date":"2014-12-01","ids":{"openalex":"https://openalex.org/W2044097773","doi":"https://doi.org/10.1109/icarcv.2014.7064414","mag":"2044097773"},"language":"en","primary_location":{"id":"doi:10.1109/icarcv.2014.7064414","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icarcv.2014.7064414","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 13th International Conference on Control Automation Robotics &amp; Vision (ICARCV)","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/A5100404130","display_name":"Qing Li","orcid":"https://orcid.org/0000-0002-7930-2145"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Qing Li","raw_affiliation_strings":["Biomedical and Multimedia Information Technology (BMIT) Research Group, University of Sydney, Australia","Biomedical and Multimedia Information Technology (BMIT) Research Group, School of IT, University of Sydney, Australia"],"affiliations":[{"raw_affiliation_string":"Biomedical and Multimedia Information Technology (BMIT) Research Group, University of Sydney, Australia","institution_ids":["https://openalex.org/I129604602"]},{"raw_affiliation_string":"Biomedical and Multimedia Information Technology (BMIT) Research Group, School of IT, University of Sydney, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076697411","display_name":"Weidong Cai","orcid":"https://orcid.org/0000-0003-3706-8896"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Weidong Cai","raw_affiliation_strings":["Biomedical and Multimedia Information Technology (BMIT) Research Group, University of Sydney, Australia","Biomedical and Multimedia Information Technology (BMIT) Research Group, School of IT, University of Sydney, Australia"],"affiliations":[{"raw_affiliation_string":"Biomedical and Multimedia Information Technology (BMIT) Research Group, University of Sydney, Australia","institution_ids":["https://openalex.org/I129604602"]},{"raw_affiliation_string":"Biomedical and Multimedia Information Technology (BMIT) Research Group, School of IT, University of Sydney, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100444820","display_name":"Xiaogang Wang","orcid":"https://orcid.org/0000-0002-7929-5889"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaogang Wang","raw_affiliation_strings":["Department of Electronic Engineering, The Chinese University of Hong Kong, Hong Kong","Department of Electronic Engineering , The Chinese University of Hong Kong, Hong Kong#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, The Chinese University of Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I177725633"]},{"raw_affiliation_string":"Department of Electronic Engineering , The Chinese University of Hong Kong, Hong Kong#TAB#","institution_ids":["https://openalex.org/I177725633"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056856413","display_name":"Yun Zhou","orcid":"https://orcid.org/0000-0001-9135-336X"},"institutions":[{"id":"https://openalex.org/I2799853436","display_name":"Johns Hopkins Medicine","ror":"https://ror.org/037zgn354","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2799853436"]},{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yun Zhou","raw_affiliation_strings":["Johns Hopkins University School of Medicine, United States"],"affiliations":[{"raw_affiliation_string":"Johns Hopkins University School of Medicine, United States","institution_ids":["https://openalex.org/I2799853436","https://openalex.org/I145311948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068891693","display_name":"Dagan Feng","orcid":"https://orcid.org/0000-0002-3381-214X"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"David Dagan Feng","raw_affiliation_strings":["Biomedical and Multimedia Information Technology (BMIT) Research Group, University of Sydney, Australia","Biomedical and Multimedia Information Technology (BMIT) Research Group, School of IT, University of Sydney, Australia"],"affiliations":[{"raw_affiliation_string":"Biomedical and Multimedia Information Technology (BMIT) Research Group, University of Sydney, Australia","institution_ids":["https://openalex.org/I129604602"]},{"raw_affiliation_string":"Biomedical and Multimedia Information Technology (BMIT) Research Group, School of IT, University of Sydney, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062531812","display_name":"Mei Chen","orcid":"https://orcid.org/0000-0001-9234-2515"},"institutions":[{"id":"https://openalex.org/I1343180700","display_name":"Intel (United States)","ror":"https://ror.org/01ek73717","country_code":"US","type":"company","lineage":["https://openalex.org/I1343180700"]},{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mei Chen","raw_affiliation_strings":["Intel Science and Technology Center on Embedded Computing, Carnegie Mellon University, United States"],"affiliations":[{"raw_affiliation_string":"Intel Science and Technology Center on Embedded Computing, Carnegie Mellon University, United States","institution_ids":["https://openalex.org/I74973139","https://openalex.org/I1343180700"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100404130"],"corresponding_institution_ids":["https://openalex.org/I129604602"],"apc_list":null,"apc_paid":null,"fwci":15.0807,"has_fulltext":false,"cited_by_count":832,"citation_normalized_percentile":{"value":0.99404463,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"844","last_page":"848"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T10862","display_name":"AI in cancer detection","score":0.9973999857902527,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.8251879215240479},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7597577571868896},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7238483428955078},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.7058212757110596},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.6556476354598999},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6151824593544006},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.6083850264549255},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5517958998680115},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5304436087608337},{"id":"https://openalex.org/keywords/image-texture","display_name":"Image texture","score":0.4718344807624817},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.44969990849494934},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4026898145675659},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.3320673406124115},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.29963910579681396},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08686605095863342}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.8251879215240479},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7597577571868896},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7238483428955078},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.7058212757110596},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.6556476354598999},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6151824593544006},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.6083850264549255},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5517958998680115},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5304436087608337},{"id":"https://openalex.org/C63099799","wikidata":"https://www.wikidata.org/wiki/Q17147001","display_name":"Image texture","level":4,"score":0.4718344807624817},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.44969990849494934},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4026898145675659},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3320673406124115},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.29963910579681396},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08686605095863342},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icarcv.2014.7064414","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icarcv.2014.7064414","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 13th International Conference on Control Automation Robotics &amp; Vision (ICARCV)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.4300000071525574}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W6918093","https://openalex.org/W9958333","https://openalex.org/W56917587","https://openalex.org/W195334049","https://openalex.org/W1516407868","https://openalex.org/W1518102357","https://openalex.org/W1538131130","https://openalex.org/W1583407022","https://openalex.org/W1862271172","https://openalex.org/W1915761309","https://openalex.org/W1975020933","https://openalex.org/W1978070069","https://openalex.org/W1986643265","https://openalex.org/W1997058394","https://openalex.org/W2031599604","https://openalex.org/W2047683926","https://openalex.org/W2062227835","https://openalex.org/W2099707769","https://openalex.org/W2103212315","https://openalex.org/W2125085157","https://openalex.org/W2131748184","https://openalex.org/W2138190368","https://openalex.org/W2141504882","https://openalex.org/W2155874492","https://openalex.org/W2160160686","https://openalex.org/W2163605009","https://openalex.org/W2206858481","https://openalex.org/W3126428350","https://openalex.org/W6600389112","https://openalex.org/W6630842463","https://openalex.org/W6639153296","https://openalex.org/W6640102224","https://openalex.org/W6679331151","https://openalex.org/W6680211808","https://openalex.org/W6682950344","https://openalex.org/W6683330191","https://openalex.org/W6684191040","https://openalex.org/W6688059459"],"related_works":["https://openalex.org/W2964954556","https://openalex.org/W2911497689","https://openalex.org/W2952813363","https://openalex.org/W4360783045","https://openalex.org/W2963346891","https://openalex.org/W2770149305","https://openalex.org/W3167930666","https://openalex.org/W3014952856","https://openalex.org/W3010730661","https://openalex.org/W2565656575"],"abstract_inverted_index":{"Image":[0],"patch":[1],"classification":[2,84,99],"is":[3],"an":[4],"important":[5],"task":[6],"in":[7],"many":[8,40],"different":[9],"medical":[10,95],"imaging":[11],"applications.":[12],"In":[13],"this":[14],"work,":[15],"we":[16],"have":[17,43],"designed":[18],"a":[19],"customized":[20,58],"Convolutional":[21],"Neural":[22],"Networks":[23],"(CNN)":[24],"with":[25,34],"shallow":[26],"convolution":[27],"layer":[28],"to":[29,92],"classify":[30],"lung":[31,36,75],"image":[32,72,76,96],"patches":[33,77],"interstitial":[35],"disease":[37],"(ILD).":[38],"While":[39],"feature":[41],"descriptors":[42],"been":[44],"proposed":[45],"over":[46],"the":[47,63,70,83],"past":[48],"years,":[49],"they":[50],"can":[51,89],"be":[52,90],"quite":[53],"complicated":[54],"and":[55,67],"domain-specific.":[56],"Our":[57],"CNN":[59],"framework":[60],"can,":[61],"on":[62],"other":[64,94],"hand,":[65],"automatically":[66],"efficiently":[68],"learn":[69],"intrinsic":[71],"features":[73],"from":[74],"that":[78],"are":[79],"most":[80],"suitable":[81],"for":[82],"purpose.":[85],"The":[86],"same":[87],"architecture":[88],"generalized":[91],"perform":[93],"or":[97],"texture":[98],"tasks.":[100]},"counts_by_year":[{"year":2026,"cited_by_count":12},{"year":2025,"cited_by_count":81},{"year":2024,"cited_by_count":99},{"year":2023,"cited_by_count":115},{"year":2022,"cited_by_count":124},{"year":2021,"cited_by_count":139},{"year":2020,"cited_by_count":93},{"year":2019,"cited_by_count":74},{"year":2018,"cited_by_count":39},{"year":2017,"cited_by_count":34},{"year":2016,"cited_by_count":18},{"year":2015,"cited_by_count":4}],"updated_date":"2026-04-14T08:04:32.555800","created_date":"2025-10-10T00:00:00"}
