{"id":"https://openalex.org/W4390992304","doi":"https://doi.org/10.1109/bibm58861.2023.10385285","title":"A Novel Approach for Cancer Image Segmentation","display_name":"A Novel Approach for Cancer Image Segmentation","publication_year":2023,"publication_date":"2023-12-05","ids":{"openalex":"https://openalex.org/W4390992304","doi":"https://doi.org/10.1109/bibm58861.2023.10385285"},"language":"en","primary_location":{"id":"doi:10.1109/bibm58861.2023.10385285","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/bibm58861.2023.10385285","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","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/A5066355689","display_name":"Panagiotis N. Smyrlis","orcid":"https://orcid.org/0000-0001-9090-1977"},"institutions":[{"id":"https://openalex.org/I89506807","display_name":"University of Western Macedonia","ror":"https://ror.org/00a5pe906","country_code":"GR","type":"education","lineage":["https://openalex.org/I89506807"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Panagiotis N. Smyrlis","raw_affiliation_strings":["University of Western Macedonia,Electrical &#x0026; Computer Engineering,Kozani,Greece,GR50100"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Western Macedonia,Electrical &#x0026; Computer Engineering,Kozani,Greece,GR50100","institution_ids":["https://openalex.org/I89506807"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114119595","display_name":"Konstantinos Vogklis","orcid":null},"institutions":[{"id":"https://openalex.org/I187792471","display_name":"Ionian University","ror":"https://ror.org/01xm4n520","country_code":"GR","type":"education","lineage":["https://openalex.org/I187792471"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Konstantinos Vogklis","raw_affiliation_strings":["Ionian University,Department of Tourism,Corfu,Greece,GR49100"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ionian University,Department of Tourism,Corfu,Greece,GR49100","institution_ids":["https://openalex.org/I187792471"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048381321","display_name":"Odysseas Tsakai","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Odysseas Tsakai","raw_affiliation_strings":["Q Base R&#x0026;D Science &#x0026; Technology Park of Epirus,Arta,Greece,GR47100"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Q Base R&#x0026;D Science &#x0026; Technology Park of Epirus,Arta,Greece,GR47100","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000270870","display_name":"Alexandros T. Tzallas","orcid":"https://orcid.org/0000-0001-9043-1290"},"institutions":[{"id":"https://openalex.org/I194019607","display_name":"University of Ioannina","ror":"https://ror.org/01qg3j183","country_code":"GR","type":"education","lineage":["https://openalex.org/I194019607"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Alexandros Tzallas","raw_affiliation_strings":["University of Ioannina,Informatics &#x0026; Telecommunications,Arta,Greece,GR47100"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Ioannina,Informatics &#x0026; Telecommunications,Arta,Greece,GR47100","institution_ids":["https://openalex.org/I194019607"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027454960","display_name":"\u039d\u03b9\u03ba\u03cc\u03bb\u03b1\u03bf\u03c2 \u0393\u03b9\u03b1\u03bd\u03bd\u03b1\u03ba\u03ad\u03b1\u03c2","orcid":"https://orcid.org/0000-0002-0615-783X"},"institutions":[{"id":"https://openalex.org/I194019607","display_name":"University of Ioannina","ror":"https://ror.org/01qg3j183","country_code":"GR","type":"education","lineage":["https://openalex.org/I194019607"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Nikolaos Giannakeas","raw_affiliation_strings":["University of Ioannina,Informatics &#x0026; Telecommunications,Arta,Greece,GR47100"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Ioannina,Informatics &#x0026; Telecommunications,Arta,Greece,GR47100","institution_ids":["https://openalex.org/I194019607"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056731619","display_name":"Markos G. Tsipouras","orcid":"https://orcid.org/0000-0002-6757-1698"},"institutions":[{"id":"https://openalex.org/I89506807","display_name":"University of Western Macedonia","ror":"https://ror.org/00a5pe906","country_code":"GR","type":"education","lineage":["https://openalex.org/I89506807"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Markos G. Tsipouras","raw_affiliation_strings":["University of Western Macedonia,Electrical &#x0026; Computer Engineering,Kozani,Greece,GR50100"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Western Macedonia,Electrical &#x0026; Computer Engineering,Kozani,Greece,GR50100","institution_ids":["https://openalex.org/I89506807"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1632,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.59439567,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"4951","last_page":"4954"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9993000030517578,"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":0.9993000030517578,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9987000226974487,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.998199999332428,"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/computer-science","display_name":"Computer science","score":0.7690107822418213},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.7488641738891602},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6891912221908569},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.6221737265586853},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6041567325592041},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5960164070129395},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5499691963195801},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5434731245040894},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.5129668116569519},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.47697052359580994},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4310225546360016},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.06073731184005737}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7690107822418213},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7488641738891602},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6891912221908569},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.6221737265586853},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6041567325592041},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5960164070129395},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5499691963195801},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5434731245040894},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.5129668116569519},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.47697052359580994},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4310225546360016},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.06073731184005737},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"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/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bibm58861.2023.10385285","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/bibm58861.2023.10385285","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W2329659234","https://openalex.org/W2798643036","https://openalex.org/W2806530968","https://openalex.org/W2900936384","https://openalex.org/W2960571991","https://openalex.org/W2963150697","https://openalex.org/W2974825848","https://openalex.org/W3013627541","https://openalex.org/W3040784645","https://openalex.org/W3127357530","https://openalex.org/W3132111858","https://openalex.org/W3208970891","https://openalex.org/W4221099717","https://openalex.org/W4309477120","https://openalex.org/W6775769912","https://openalex.org/W6784024598"],"related_works":["https://openalex.org/W2898732673","https://openalex.org/W4379231730","https://openalex.org/W2410053581","https://openalex.org/W2383658677","https://openalex.org/W3123203398","https://openalex.org/W4389858081","https://openalex.org/W2501551404","https://openalex.org/W4385583601","https://openalex.org/W4298131179","https://openalex.org/W1522196789"],"abstract_inverted_index":{"In":[0],"this":[1,71],"study,":[2],"we":[3,51,74],"present":[4],"a":[5,16],"novel":[6],"approach":[7,32],"to":[8,47,61,81],"address":[9],"the":[10,41,64,82],"task":[11],"of":[12,19,66],"identifying":[13],"nuclei":[14],"in":[15],"diverse":[17],"set":[18],"microscopy":[20],"scan":[21],"images":[22],"containing":[23],"slides":[24],"from":[25],"several":[26],"distinct":[27],"cancerous":[28],"tissue":[29],"types.":[30],"Our":[31],"is":[33],"based":[34],"on":[35],"YOLOv5":[36],"algorithm.":[37],"We":[38],"thoroughly":[39],"discuss":[40],"crucial":[42],"training":[43],"specifics":[44],"that":[45],"contributed":[46],"our":[48],"outcomes.":[49],"Additionally,":[50],"propose":[52],"an":[53],"intuitive":[54],"strategy":[55],"for":[56],"combining":[57],"multiple":[58],"segmentation":[59],"results":[60,77],"further":[62],"improve":[63],"accuracy":[65],"nucleus":[67],"identification.":[68],"By":[69],"employing":[70],"lightweight":[72],"model,":[73],"successfully":[75],"achieved":[76],"better":[78],"or":[79],"close":[80],"state-of-the-art":[83],"performance.":[84]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
