{"id":"https://openalex.org/W2914126541","doi":"https://doi.org/10.1109/cisp-bmei.2018.8633191","title":"Detection of Mycobacterium Tuberculosis in Ziehl-Neelsen Sputum Smear Images","display_name":"Detection of Mycobacterium Tuberculosis in Ziehl-Neelsen Sputum Smear Images","publication_year":2018,"publication_date":"2018-10-01","ids":{"openalex":"https://openalex.org/W2914126541","doi":"https://doi.org/10.1109/cisp-bmei.2018.8633191","mag":"2914126541"},"language":"en","primary_location":{"id":"doi:10.1109/cisp-bmei.2018.8633191","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cisp-bmei.2018.8633191","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 11th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)","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/A5034444313","display_name":"Sineng Yan","orcid":null},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Sineng Yan","raw_affiliation_strings":["Shanghai Key Laboratory of Multidimensional Information Processing, East China Normal University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Key Laboratory of Multidimensional Information Processing, East China Normal University, Shanghai, China","institution_ids":["https://openalex.org/I66867065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100757725","display_name":"Hongying Liu","orcid":"https://orcid.org/0000-0002-8475-2749"},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongying Liu","raw_affiliation_strings":["Shanghai Key Laboratory of Multidimensional Information Processing, East China Normal University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Key Laboratory of Multidimensional Information Processing, East China Normal University, Shanghai, China","institution_ids":["https://openalex.org/I66867065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111845856","display_name":"Li Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Sun","raw_affiliation_strings":["Shanghai Key Laboratory of Multidimensional Information Processing, East China Normal University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Key Laboratory of Multidimensional Information Processing, East China Normal University, Shanghai, China","institution_ids":["https://openalex.org/I66867065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101947022","display_name":"Mei Zhou","orcid":"https://orcid.org/0000-0002-6756-3225"},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mei Zhou","raw_affiliation_strings":["Shanghai Key Laboratory of Multidimensional Information Processing, East China Normal University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Key Laboratory of Multidimensional Information Processing, East China Normal University, Shanghai, China","institution_ids":["https://openalex.org/I66867065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035693493","display_name":"ZhiRui Xiao","orcid":null},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"ZhiRui Xiao","raw_affiliation_strings":["Shanghai Key Laboratory of Multidimensional Information Processing, East China Normal University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Key Laboratory of Multidimensional Information Processing, East China Normal University, Shanghai, China","institution_ids":["https://openalex.org/I66867065"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011453856","display_name":"Quanjie Zhuang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Quanjie Zhuang","raw_affiliation_strings":["Shanghai Lanche Biological Technology Co., Ltd., Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Lanche Biological Technology Co., Ltd., Shanghai, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5034444313"],"corresponding_institution_ids":["https://openalex.org/I66867065"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.25037795,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"5","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13114","display_name":"Image Processing Techniques and Applications","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13114","display_name":"Image Processing Techniques and Applications","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.9866999983787537,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"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"}},{"id":"https://openalex.org/T12874","display_name":"Digital Imaging for Blood Diseases","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/ziehl\u2013neelsen-stain","display_name":"Ziehl\u2013Neelsen stain","score":0.8403269648551941},{"id":"https://openalex.org/keywords/tuberculosis","display_name":"Tuberculosis","score":0.5648527145385742},{"id":"https://openalex.org/keywords/mycobacterium-tuberculosis","display_name":"Mycobacterium tuberculosis","score":0.5240191221237183},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5181552171707153},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5094843506813049},{"id":"https://openalex.org/keywords/sputum","display_name":"Sputum","score":0.4908214509487152},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4654100239276886},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3956282138824463},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.36696696281433105},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.36079955101013184},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.17690229415893555},{"id":"https://openalex.org/keywords/acid-fast","display_name":"Acid-fast","score":0.07136541604995728}],"concepts":[{"id":"https://openalex.org/C189962949","wikidata":"https://www.wikidata.org/wiki/Q198921","display_name":"Ziehl\u2013Neelsen stain","level":5,"score":0.8403269648551941},{"id":"https://openalex.org/C2781069245","wikidata":"https://www.wikidata.org/wiki/Q12204","display_name":"Tuberculosis","level":2,"score":0.5648527145385742},{"id":"https://openalex.org/C2777975735","wikidata":"https://www.wikidata.org/wiki/Q130971","display_name":"Mycobacterium tuberculosis","level":3,"score":0.5240191221237183},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5181552171707153},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5094843506813049},{"id":"https://openalex.org/C2776301714","wikidata":"https://www.wikidata.org/wiki/Q259346","display_name":"Sputum","level":3,"score":0.4908214509487152},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4654100239276886},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3956282138824463},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.36696696281433105},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.36079955101013184},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.17690229415893555},{"id":"https://openalex.org/C101077360","wikidata":"https://www.wikidata.org/wiki/Q3278217","display_name":"Acid-fast","level":4,"score":0.07136541604995728},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cisp-bmei.2018.8633191","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cisp-bmei.2018.8633191","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 11th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.5,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1598458824","https://openalex.org/W2007281980","https://openalex.org/W2082358568","https://openalex.org/W2086374833","https://openalex.org/W2108777101","https://openalex.org/W2115158471","https://openalex.org/W2124260943","https://openalex.org/W2164383367","https://openalex.org/W2264966212","https://openalex.org/W2321280561","https://openalex.org/W2393983419","https://openalex.org/W2591797474","https://openalex.org/W2808662277","https://openalex.org/W4285719527","https://openalex.org/W6734662223"],"related_works":["https://openalex.org/W4308058527","https://openalex.org/W2972094210","https://openalex.org/W2110949356","https://openalex.org/W1538374398","https://openalex.org/W2050407936","https://openalex.org/W2042252940","https://openalex.org/W2411061500","https://openalex.org/W3160640465","https://openalex.org/W2394233015","https://openalex.org/W4206946219"],"abstract_inverted_index":{"Tuberculosis":[0],"is":[1,59],"one":[2],"of":[3,8,17,22,70,88],"the":[4,15,20,71,75,85,89],"top":[5],"10":[6],"causes":[7],"death":[9],"worldwide.":[10],"In":[11],"order":[12],"to":[13,61],"reduce":[14],"workload":[16],"doctors":[18],"and":[19,45,54,74],"probability":[21],"human":[23],"error,":[24],"this":[25],"paper":[26],"presents":[27],"an":[28],"automatic":[29],"detection":[30],"algorithm":[31,41,58,67,73],"for":[32],"Mycobacterium":[33],"tuberculosis":[34],"in":[35,78],"Ziehl-Neelsen":[36],"Sputum":[37],"Smear":[38],"Images.":[39],"The":[40],"uses":[42],"color":[43,63,80],"feature":[44,64],"three":[46],"morphological":[47],"characters,":[48],"which":[49],"are":[50],"aspect":[51],"ratio,":[52],"circularity":[53],"area.":[55],"Background":[56],"Equalization":[57],"proposed":[60,90],"utilize":[62],"sufficiently.":[65],"This":[66],"takes":[68],"advantage":[69],"watershed":[72],"channel":[76],"\u201ca\u201d":[77],"Lab":[79],"space.":[81],"Experimental":[82],"results":[83],"confirmed":[84],"high":[86],"accuracy":[87],"algorithm.":[91]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
