{"id":"https://openalex.org/W2862834937","doi":"https://doi.org/10.1109/i2mtc.2018.8409650","title":"Texture analysis and classification of diffuse thyroid diseases based on ultrasound images","display_name":"Texture analysis and classification of diffuse thyroid diseases based on ultrasound images","publication_year":2018,"publication_date":"2018-05-01","ids":{"openalex":"https://openalex.org/W2862834937","doi":"https://doi.org/10.1109/i2mtc.2018.8409650","mag":"2862834937"},"language":"en","primary_location":{"id":"doi:10.1109/i2mtc.2018.8409650","is_oa":false,"landing_page_url":"https://doi.org/10.1109/i2mtc.2018.8409650","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Instrumentation and Measurement Technology Conference (I2MTC)","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/A5100601959","display_name":"Dandan Li","orcid":"https://orcid.org/0009-0003-6132-8931"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Li Dandan","raw_affiliation_strings":["Control Science and Engineering, Harbin Institute of Technology, Harbin, China"],"affiliations":[{"raw_affiliation_string":"Control Science and Engineering, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056447309","display_name":"Zhang Yakui","orcid":null},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhang Yakui","raw_affiliation_strings":["Control Science and Engineering, Harbin Institute of Technology, Harbin, China"],"affiliations":[{"raw_affiliation_string":"Control Science and Engineering, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101038906","display_name":"Lin-Yao Du","orcid":null},"institutions":[{"id":"https://openalex.org/I156144747","display_name":"Harbin Medical University","ror":"https://ror.org/05jscf583","country_code":"CN","type":"education","lineage":["https://openalex.org/I156144747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Du Linyao","raw_affiliation_strings":["In-Patient Ultrasound Department, The 2nd Affiliated Hospital of Harbin Medical University, Harbin, China"],"affiliations":[{"raw_affiliation_string":"In-Patient Ultrasound Department, The 2nd Affiliated Hospital of Harbin Medical University, Harbin, China","institution_ids":["https://openalex.org/I156144747"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Zhou Xianli","orcid":null},"institutions":[{"id":"https://openalex.org/I156144747","display_name":"Harbin Medical University","ror":"https://ror.org/05jscf583","country_code":"CN","type":"education","lineage":["https://openalex.org/I156144747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhou Xianli","raw_affiliation_strings":["In-Patient Ultrasound Department, The 2nd Affiliated Hospital of Harbin Medical University, Harbin, China"],"affiliations":[{"raw_affiliation_string":"In-Patient Ultrasound Department, The 2nd Affiliated Hospital of Harbin Medical University, Harbin, China","institution_ids":["https://openalex.org/I156144747"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009129294","display_name":"Yi Shen","orcid":"https://orcid.org/0000-0002-3198-1927"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shen Yi","raw_affiliation_strings":["Control Science and Engineering, Harbin Institute of Technology, Harbin, China"],"affiliations":[{"raw_affiliation_string":"Control Science and Engineering, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100601959"],"corresponding_institution_ids":["https://openalex.org/I204983213"],"apc_list":null,"apc_paid":null,"fwci":0.5077,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.73741362,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9934999942779541,"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":0.9934999942779541,"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":0.9786999821662903,"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/T12994","display_name":"Infrared Thermography in Medicine","score":0.9391000270843506,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.7234880924224854},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.7228847742080688},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6306369304656982},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5726273059844971},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5709019303321838},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.5390206575393677},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.5380058288574219},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.5374557971954346},{"id":"https://openalex.org/keywords/image-texture","display_name":"Image texture","score":0.5308626294136047},{"id":"https://openalex.org/keywords/texture","display_name":"Texture (cosmology)","score":0.5270483493804932},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5226454734802246},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.48761239647865295},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.4458779990673065},{"id":"https://openalex.org/keywords/co-occurrence-matrix","display_name":"Co-occurrence matrix","score":0.4442428946495056},{"id":"https://openalex.org/keywords/ultrasound","display_name":"Ultrasound","score":0.43198710680007935},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3358703851699829},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.21234062314033508},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.20091283321380615},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.1710939109325409},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.1579264998435974}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7234880924224854},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.7228847742080688},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6306369304656982},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5726273059844971},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5709019303321838},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.5390206575393677},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.5380058288574219},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.5374557971954346},{"id":"https://openalex.org/C63099799","wikidata":"https://www.wikidata.org/wiki/Q17147001","display_name":"Image texture","level":4,"score":0.5308626294136047},{"id":"https://openalex.org/C2781195486","wikidata":"https://www.wikidata.org/wiki/Q289436","display_name":"Texture (cosmology)","level":3,"score":0.5270483493804932},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5226454734802246},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.48761239647865295},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.4458779990673065},{"id":"https://openalex.org/C117479156","wikidata":"https://www.wikidata.org/wiki/Q1543908","display_name":"Co-occurrence matrix","level":5,"score":0.4442428946495056},{"id":"https://openalex.org/C143753070","wikidata":"https://www.wikidata.org/wiki/Q162564","display_name":"Ultrasound","level":2,"score":0.43198710680007935},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3358703851699829},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.21234062314033508},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.20091283321380615},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.1710939109325409},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.1579264998435974},{"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/i2mtc.2018.8409650","is_oa":false,"landing_page_url":"https://doi.org/10.1109/i2mtc.2018.8409650","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Instrumentation and Measurement Technology Conference (I2MTC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4399999976158142,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320318379","display_name":"Second Affiliated Hospital of Harbin Medical University","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1156248383","https://openalex.org/W1498522516","https://openalex.org/W1970078758","https://openalex.org/W1985860821","https://openalex.org/W2062786885","https://openalex.org/W2074014998","https://openalex.org/W2085386892","https://openalex.org/W2095233180","https://openalex.org/W2135248924","https://openalex.org/W2154053567","https://openalex.org/W2174661749","https://openalex.org/W2518674481","https://openalex.org/W2601950123","https://openalex.org/W2741754476"],"related_works":["https://openalex.org/W2390142724","https://openalex.org/W2354234745","https://openalex.org/W2212283221","https://openalex.org/W2282697883","https://openalex.org/W1852526844","https://openalex.org/W2134401318","https://openalex.org/W1555506570","https://openalex.org/W2188352289","https://openalex.org/W1974700346","https://openalex.org/W1966354130"],"abstract_inverted_index":{"This":[0],"paper":[1,123],"describes":[2],"a":[3,18,32],"method":[4,16,53],"of":[5,7,34,44,79,94],"classification":[6,127],"diffuse":[8],"thyroid":[9,80],"disease":[10,97,100],"based":[11,29,86],"on":[12,30,87],"ultrasound":[13,81],"images.":[14],"Our":[15],"proposes":[17],"new":[19,35,42],"Co-occurrence":[20,26],"Matrix":[21,27],"named":[22],"as":[23],"Wavelet":[24],"Multi-sub-bands":[25],"(WMCM),":[28],"which":[31],"series":[33],"texture":[36,47,75],"features":[37,119],"can":[38,111,124],"be":[39,112],"calculated.":[40],"A":[41],"feature":[43,60,64,69,90],"fibrous":[45],"variant":[46],"is":[48,54],"also":[49],"proposed.":[50],"The":[51],"mRMR":[52],"used":[55],"to":[56,134],"select":[57],"an":[58],"effective":[59],"set":[61],"from":[62,114],"the":[63,88,118,126],"space":[65],"composed":[66],"by":[67,129],"those":[68],"we":[70],"proposed":[71,120],"and":[72,98,107],"other":[73,135],"common":[74],"feature.":[76],"180":[77],"samples":[78],"images":[82],"have":[83],"been":[84],"classified":[85],"selected":[89],"set.":[91],"Classification":[92],"accuracies":[93],"Normal,":[95],"Graves":[96],"Hashimoto's":[99],"with":[101],"SVM":[102],"classifier":[103],"are":[104],"87.83%,":[105],"83.67%,":[106],"92.17%,":[108],"respectively.":[109],"It":[110],"seen":[113],"contrast":[115],"experiments":[116],"that":[117],"in":[121],"this":[122],"improve":[125],"accuracy":[128],"5%":[130],"or":[131],"more":[132],"comparing":[133],"features.":[136]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}
