{"id":"https://openalex.org/W1982041706","doi":"https://doi.org/10.1109/embc.2012.6346945","title":"Advanced characterization of microscopic Kidney biopsies utilizing image analysis techniques","display_name":"Advanced characterization of microscopic Kidney biopsies utilizing image analysis techniques","publication_year":2012,"publication_date":"2012-08-01","ids":{"openalex":"https://openalex.org/W1982041706","doi":"https://doi.org/10.1109/embc.2012.6346945","mag":"1982041706","pmid":"https://pubmed.ncbi.nlm.nih.gov/23366906"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2012.6346945","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2012.6346945","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref","pubmed"],"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/A5111792401","display_name":"T. Goudas","orcid":null},"institutions":[{"id":"https://openalex.org/I179161674","display_name":"Technological Educational Institute of Central Greece","ror":"https://ror.org/03ed9w591","country_code":"GR","type":"education","lineage":["https://openalex.org/I179161674"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"T. Goudas","raw_affiliation_strings":["University of Central Greece, Department of Computer Science and Biomedical Informatics, Greece. goudas@ucg.gr","University of Central Greece, Dep. of Computer Science and Biomedical Informatics, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Central Greece, Department of Computer Science and Biomedical Informatics, Greece. goudas@ucg.gr","institution_ids":[]},{"raw_affiliation_string":"University of Central Greece, Dep. of Computer Science and Biomedical Informatics, Greece","institution_ids":["https://openalex.org/I179161674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040843554","display_name":"Charalampos Doukas","orcid":null},"institutions":[{"id":"https://openalex.org/I98805295","display_name":"University of the Aegean","ror":"https://ror.org/03zsp3p94","country_code":"GR","type":"education","lineage":["https://openalex.org/I98805295"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"C. Doukas","raw_affiliation_strings":["University of the Aegean, Dep. of Information & Communication Systems Engineering, Samos, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of the Aegean, Dep. of Information & Communication Systems Engineering, Samos, Greece","institution_ids":["https://openalex.org/I98805295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067189264","display_name":"Aristotelis Chatziioannou","orcid":"https://orcid.org/0000-0003-2078-0844"},"institutions":[{"id":"https://openalex.org/I4210127711","display_name":"National Hellenic Research Foundation","ror":"https://ror.org/033m02g29","country_code":"GR","type":"funder","lineage":["https://openalex.org/I4210127711"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"A. Chatziioannou","raw_affiliation_strings":["National Hellenic Research Foundation, Institute of Biological Research and Biotechnology","National Hellenic Research Foundation, Institute of Biological Research and Biotechnology, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Hellenic Research Foundation, Institute of Biological Research and Biotechnology","institution_ids":["https://openalex.org/I4210127711"]},{"raw_affiliation_string":"National Hellenic Research Foundation, Institute of Biological Research and Biotechnology, Greece","institution_ids":["https://openalex.org/I4210127711"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013025849","display_name":"Ilias Maglogiannis","orcid":"https://orcid.org/0000-0003-2860-399X"},"institutions":[{"id":"https://openalex.org/I179161674","display_name":"Technological Educational Institute of Central Greece","ror":"https://ror.org/03ed9w591","country_code":"GR","type":"education","lineage":["https://openalex.org/I179161674"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"I. Maglogiannis","raw_affiliation_strings":["University of Central Greece, Dep. of Computer Science and Biomedical Informatics","University of Central Greece, Dep. of Computer Science and Biomedical Informatics, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Central Greece, Dep. of Computer Science and Biomedical Informatics","institution_ids":[]},{"raw_affiliation_string":"University of Central Greece, Dep. of Computer Science and Biomedical Informatics, Greece","institution_ids":["https://openalex.org/I179161674"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.07438173,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"83","issue":null,"first_page":"4414","last_page":"4417"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.994700014591217,"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"}},"topics":[{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.994700014591217,"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/T11885","display_name":"MRI in cancer diagnosis","score":0.9652000069618225,"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":0.9437000155448914,"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/java","display_name":"Java","score":0.7940205335617065},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7920882105827332},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6924492716789246},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6635543704032898},{"id":"https://openalex.org/keywords/annotation","display_name":"Annotation","score":0.5942726135253906},{"id":"https://openalex.org/keywords/salient","display_name":"Salient","score":0.5578840970993042},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5528214573860168},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5442003607749939},{"id":"https://openalex.org/keywords/characterization","display_name":"Characterization (materials science)","score":0.42884552478790283},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.42857903242111206},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.41893184185028076},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3261129856109619},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.13204056024551392},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.08897742629051208}],"concepts":[{"id":"https://openalex.org/C548217200","wikidata":"https://www.wikidata.org/wiki/Q251","display_name":"Java","level":2,"score":0.7940205335617065},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7920882105827332},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6924492716789246},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6635543704032898},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.5942726135253906},{"id":"https://openalex.org/C2780719617","wikidata":"https://www.wikidata.org/wiki/Q1030752","display_name":"Salient","level":2,"score":0.5578840970993042},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5528214573860168},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5442003607749939},{"id":"https://openalex.org/C2780841128","wikidata":"https://www.wikidata.org/wiki/Q5073781","display_name":"Characterization (materials science)","level":2,"score":0.42884552478790283},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.42857903242111206},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.41893184185028076},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3261129856109619},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.13204056024551392},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.08897742629051208},{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.0},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001706","descriptor_name":"Biopsy","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D001706","descriptor_name":"Biopsy","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D001706","descriptor_name":"Biopsy","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007089","descriptor_name":"Image Enhancement","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007089","descriptor_name":"Image Enhancement","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007089","descriptor_name":"Image Enhancement","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007674","descriptor_name":"Kidney Diseases","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D007674","descriptor_name":"Kidney Diseases","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D007674","descriptor_name":"Kidney Diseases","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D008853","descriptor_name":"Microscopy","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008853","descriptor_name":"Microscopy","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008853","descriptor_name":"Microscopy","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1109/embc.2012.6346945","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2012.6346945","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society","raw_type":"proceedings-article"},{"id":"pmid:23366906","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/23366906","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null},{"id":"pmh:oai:ir.lib.uth.gr:11615/28077","is_oa":false,"landing_page_url":"http://hdl.handle.net/11615/28077","pdf_url":null,"source":{"id":"https://openalex.org/S4306400243","display_name":"University of Thessaly Institutional Repository (University of Thessaly)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I145722265","host_organization_name":"University of Thessaly","host_organization_lineage":["https://openalex.org/I145722265"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.scopus.com/inward/record.url?eid=2-s2.0-84870786570&partnerID=40&md5=ea402be56a51b3ee8614a3e0ebd3b4eb","raw_type":"conferenceItem"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320893","display_name":"Institut National de la Sant\u00e9 et de la Recherche M\u00e9dicale","ror":"https://ror.org/02vjkv261"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1586189789","https://openalex.org/W1680392829","https://openalex.org/W1817561967","https://openalex.org/W1879089985","https://openalex.org/W1967556451","https://openalex.org/W1987485065","https://openalex.org/W2013716066","https://openalex.org/W2035042988","https://openalex.org/W2044465660","https://openalex.org/W2046144220","https://openalex.org/W2063953133","https://openalex.org/W2089340953","https://openalex.org/W2091276364","https://openalex.org/W2104608687","https://openalex.org/W2119821739","https://openalex.org/W2124386567","https://openalex.org/W2130559994","https://openalex.org/W2151459262","https://openalex.org/W2474840293","https://openalex.org/W4230223383","https://openalex.org/W4239510810","https://openalex.org/W6637386731"],"related_works":["https://openalex.org/W2361861616","https://openalex.org/W2263699433","https://openalex.org/W2377979023","https://openalex.org/W2218034408","https://openalex.org/W2392921965","https://openalex.org/W2358755282","https://openalex.org/W2329500892","https://openalex.org/W2625833328","https://openalex.org/W1533177136","https://openalex.org/W1522196789"],"abstract_inverted_index":{"Correct":[0],"annotation":[1],"and":[2,57],"identification":[3],"of":[4,15,31,42,60,76],"salient":[5],"regions":[6,33],"in":[7,17,40,55,84],"Kidney":[8],"biopsy":[9],"images":[10],"can":[11],"provide":[12],"an":[13],"estimation":[14],"pathogenesis":[16],"obstructive":[18],"nephropathy.":[19],"This":[20],"paper":[21],"presents":[22],"a":[23],"tool":[24],"for":[25,37],"the":[26,43,58,73,77,85],"automatic":[27],"or":[28],"manual":[29],"segmentation":[30],"such":[32],"along":[34,71],"with":[35,72],"methodology":[36],"their":[38],"characterization":[39],"terms":[41],"exhibited":[44],"pathology.":[45],"The":[46,67],"proposed":[47,78],"implementation":[48,69],"is":[49],"based":[50],"on":[51],"custom":[52],"code":[53],"written":[54],"Java":[56],"utilization":[59],"open":[61],"source":[62],"tools":[63],"(i.e.":[64],"RapidMiner,":[65],"ImageJ).":[66],"corresponding":[68],"details":[70],"initial":[74],"evaluation":[75],"integrated":[79],"system":[80],"are":[81],"also":[82],"presented":[83],"paper.":[86]},"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}