{"id":"https://openalex.org/W2790979283","doi":"https://doi.org/10.4018/ijssci.2018040103","title":"Nuclei Segmentation for Quantification of Brain Tumors in Digital Pathology Images","display_name":"Nuclei Segmentation for Quantification of Brain Tumors in Digital Pathology Images","publication_year":2018,"publication_date":"2018-03-22","ids":{"openalex":"https://openalex.org/W2790979283","doi":"https://doi.org/10.4018/ijssci.2018040103","mag":"2790979283"},"language":"en","primary_location":{"id":"doi:10.4018/ijssci.2018040103","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijssci.2018040103","pdf_url":null,"source":{"id":"https://openalex.org/S201241086","display_name":"International Journal of Software Science and Computational Intelligence","issn_l":"1942-9037","issn":["1942-9037","1942-9045"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Software Science and Computational Intelligence","raw_type":"journal-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/A5112351424","display_name":"Peifang Guo","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Peifang Guo","raw_affiliation_strings":["Guest Researcher, Montreal, Canada"],"affiliations":[{"raw_affiliation_string":"Guest Researcher, Montreal, Canada","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011305571","display_name":"Alan C. Evans","orcid":"https://orcid.org/0000-0003-3841-6098"},"institutions":[{"id":"https://openalex.org/I5023651","display_name":"McGill University","ror":"https://ror.org/01pxwe438","country_code":"CA","type":"education","lineage":["https://openalex.org/I5023651"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Alan Evans","raw_affiliation_strings":["McGill University, Montreal, Canada"],"affiliations":[{"raw_affiliation_string":"McGill University, Montreal, Canada","institution_ids":["https://openalex.org/I5023651"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111872056","display_name":"Prabir Bhattacharya","orcid":null},"institutions":[{"id":"https://openalex.org/I83909951","display_name":"Morgan State University","ror":"https://ror.org/017d8gk22","country_code":"US","type":"education","lineage":["https://openalex.org/I83909951"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Prabir Bhattacharya","raw_affiliation_strings":["Morgan State University, Baltimore, USA"],"affiliations":[{"raw_affiliation_string":"Morgan State University, Baltimore, USA","institution_ids":["https://openalex.org/I83909951"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5112351424"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9714,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.75519868,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"10","issue":"2","first_page":"36","last_page":"49"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9994000196456909,"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":0.9994000196456909,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9973000288009644,"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/T10862","display_name":"AI in cancer detection","score":0.9909999966621399,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.877352237701416},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7861660718917847},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6877071857452393},{"id":"https://openalex.org/keywords/hsl-and-hsv","display_name":"HSL and HSV","score":0.6151359677314758},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5950603485107422},{"id":"https://openalex.org/keywords/hue","display_name":"Hue","score":0.5601018071174622},{"id":"https://openalex.org/keywords/digital-pathology","display_name":"Digital pathology","score":0.5193942189216614},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.47019872069358826},{"id":"https://openalex.org/keywords/color-space","display_name":"Color space","score":0.4279564917087555},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4262523353099823},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.37300801277160645},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.29567837715148926},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.09017258882522583}],"concepts":[{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.877352237701416},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7861660718917847},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6877071857452393},{"id":"https://openalex.org/C36372059","wikidata":"https://www.wikidata.org/wiki/Q376492","display_name":"HSL and HSV","level":3,"score":0.6151359677314758},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5950603485107422},{"id":"https://openalex.org/C126537357","wikidata":"https://www.wikidata.org/wiki/Q372948","display_name":"Hue","level":2,"score":0.5601018071174622},{"id":"https://openalex.org/C2777522853","wikidata":"https://www.wikidata.org/wiki/Q5276128","display_name":"Digital pathology","level":2,"score":0.5193942189216614},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.47019872069358826},{"id":"https://openalex.org/C2961294","wikidata":"https://www.wikidata.org/wiki/Q166863","display_name":"Color space","level":3,"score":0.4279564917087555},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4262523353099823},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.37300801277160645},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.29567837715148926},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.09017258882522583},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C159047783","wikidata":"https://www.wikidata.org/wiki/Q7215","display_name":"Virology","level":1,"score":0.0},{"id":"https://openalex.org/C2522874641","wikidata":"https://www.wikidata.org/wiki/Q808","display_name":"Virus","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.4018/ijssci.2018040103","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijssci.2018040103","pdf_url":null,"source":{"id":"https://openalex.org/S201241086","display_name":"International Journal of Software Science and Computational Intelligence","issn_l":"1942-9037","issn":["1942-9037","1942-9045"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Software Science and Computational Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W3737758","https://openalex.org/W1565746575","https://openalex.org/W1971616252","https://openalex.org/W1978116878","https://openalex.org/W1998451602","https://openalex.org/W2004349848","https://openalex.org/W2007044705","https://openalex.org/W2027217716","https://openalex.org/W2027970408","https://openalex.org/W2047781857","https://openalex.org/W2081401978","https://openalex.org/W2085829822","https://openalex.org/W2089640190","https://openalex.org/W2110872054","https://openalex.org/W2116871211","https://openalex.org/W2119406369","https://openalex.org/W2119457303","https://openalex.org/W2125495920","https://openalex.org/W2127890285","https://openalex.org/W2133059825","https://openalex.org/W2134470215","https://openalex.org/W2135346934","https://openalex.org/W2140609183","https://openalex.org/W2160547390","https://openalex.org/W2167840686","https://openalex.org/W2179756850","https://openalex.org/W2219480549","https://openalex.org/W2460642608","https://openalex.org/W4206519171"],"related_works":["https://openalex.org/W1813709440","https://openalex.org/W2053922671","https://openalex.org/W2079977054","https://openalex.org/W2290841555","https://openalex.org/W2035801147","https://openalex.org/W1526154064","https://openalex.org/W1792976964","https://openalex.org/W2188926148","https://openalex.org/W2134911767","https://openalex.org/W2053592046"],"abstract_inverted_index":{"In":[0],"this":[1],"article,":[2],"based":[3],"on":[4],"image":[5],"transformation":[6],"of":[7,24,30,42,56,76,98,124,135,139,144],"HSV":[8,57],"(Hue,":[9],"Saturation,":[10],"Value),":[11],"the":[12,36,40,50,53,62,67,77,83,88,102,107,111,120,125],"authors":[13],"propose":[14],"a":[15],"method":[16,93],"for":[17,101,142],"cancer":[18,25,46,145],"nuclei":[19,26,146],"segmentation":[20,65,143],"when":[21],"such":[22],"conflicts":[23],"involve":[27],"\u2018omics'":[28],"indicative":[29],"brain":[31,148],"tumors":[32],"pathologically.":[33],"To":[34],"constrain":[35],"problem":[37],"space":[38],"in":[39,71,87,106,114,128,137,147],"region":[41],"color":[43],"information,":[44],"i.e.":[45],"nuclei,":[47],"they":[48],"convert":[49],"images":[51],"into":[52],"V":[54],"component":[55],"first,":[58],"and":[59,66,122],"then":[60],"apply":[61],"threshold":[63,104],"level-set":[64,105],"sparsity":[68,112],"technique":[69,75],"(VTLS-ST)":[70],"segmentation.":[72,115],"The":[73,91,116],"combined":[74],"proposed":[78,92,126],"VTLS-ST":[79],"is":[80],"implemented":[81],"using":[82],"real-time":[84,129],"CBTC":[85],"dataset":[86],"validation":[89],"stage.":[90],"exhibits":[94],"an":[95,132],"improved":[96],"capability":[97],"searching":[99],"recursively":[100],"optimal":[103],"working":[108],"subsets":[109],"via":[110],"representation":[113],"experimental":[117],"results":[118],"show":[119],"reliability":[121],"efficiency":[123],"approach":[127],"applications":[130],"with":[131],"average":[133],"rate":[134],"0.932":[136],"terms":[138],"similarity":[140],"index":[141],"tumor":[149],"detection.":[150]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
