{"id":"https://openalex.org/W4401823730","doi":"https://doi.org/10.3233/shti240558","title":"A Digital Tool Supporting Pathology Practice and Identifying Leucocytes","display_name":"A Digital Tool Supporting Pathology Practice and Identifying Leucocytes","publication_year":2024,"publication_date":"2024-08-22","ids":{"openalex":"https://openalex.org/W4401823730","doi":"https://doi.org/10.3233/shti240558","pmid":"https://pubmed.ncbi.nlm.nih.gov/39176939"},"language":"en","primary_location":{"id":"doi:10.3233/shti240558","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3233/shti240558","pdf_url":null,"source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"http://dx.doi.org/10.3233/shti240558","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5024286394","display_name":"Dumitru-Cristian Apostol","orcid":null},"institutions":[{"id":"https://openalex.org/I3122695212","display_name":"Polytechnic University of Timi\u015foara","ror":"https://ror.org/02v91gy68","country_code":"RO","type":"education","lineage":["https://openalex.org/I3122695212"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Dumitru-Cristian Apostol","raw_affiliation_strings":["Faculty of Automation and Computers, University Politehnica Timi\u015foara, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Automation and Computers, University Politehnica Timi\u015foara, Romania","institution_ids":["https://openalex.org/I3122695212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106681466","display_name":"Antonela-Maria Chiuzb\u0103ian","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Antonela-Maria Chiuzb\u0103ian","raw_affiliation_strings":["Department of Pathology, Emergency County Hospital, Cluj-Napoca, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Pathology, Emergency County Hospital, Cluj-Napoca, Romania","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030970022","display_name":"Mihaela Cri\u015fan-Vida","orcid":"https://orcid.org/0000-0002-7349-8685"},"institutions":[{"id":"https://openalex.org/I3122695212","display_name":"Polytechnic University of Timi\u015foara","ror":"https://ror.org/02v91gy68","country_code":"RO","type":"education","lineage":["https://openalex.org/I3122695212"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Mihaela Crisan-Vida","raw_affiliation_strings":["Faculty of Automation and Computers, University Politehnica Timi\u015foara, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Automation and Computers, University Politehnica Timi\u015foara, Romania","institution_ids":["https://openalex.org/I3122695212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053408953","display_name":"L\u0103cr\u0103mioara Stoicu-Tivadar","orcid":"https://orcid.org/0000-0001-9700-7732"},"institutions":[{"id":"https://openalex.org/I3122695212","display_name":"Polytechnic University of Timi\u015foara","ror":"https://ror.org/02v91gy68","country_code":"RO","type":"education","lineage":["https://openalex.org/I3122695212"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"L\u0103cr\u0103mioara Stoicu-Tivadar","raw_affiliation_strings":["Faculty of Automation and Computers, University Politehnica Timi\u015foara, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Automation and Computers, University Politehnica Timi\u015foara, Romania","institution_ids":["https://openalex.org/I3122695212"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079716965","display_name":"Marius Marcu","orcid":"https://orcid.org/0000-0003-3394-385X"},"institutions":[{"id":"https://openalex.org/I3122695212","display_name":"Polytechnic University of Timi\u015foara","ror":"https://ror.org/02v91gy68","country_code":"RO","type":"education","lineage":["https://openalex.org/I3122695212"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Marius Marcu","raw_affiliation_strings":["Faculty of Automation and Computers, University Politehnica Timi\u015foara, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Automation and Computers, University Politehnica Timi\u015foara, Romania","institution_ids":["https://openalex.org/I3122695212"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.29539774,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"316","issue":null,"first_page":"904","last_page":"908"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.991100013256073,"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":0.991100013256073,"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/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9731000065803528,"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/T12859","display_name":"Cell Image Analysis Techniques","score":0.9312999844551086,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/digital-pathology","display_name":"Digital pathology","score":0.7293362617492676},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6866421699523926},{"id":"https://openalex.org/keywords/scripting-language","display_name":"Scripting language","score":0.6376274824142456},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.5871418714523315},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.5598090291023254},{"id":"https://openalex.org/keywords/traceability","display_name":"Traceability","score":0.5349733829498291},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.4408376216888428},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3479141592979431},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.29266440868377686},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.1461179256439209},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.09482887387275696}],"concepts":[{"id":"https://openalex.org/C2777522853","wikidata":"https://www.wikidata.org/wiki/Q5276128","display_name":"Digital pathology","level":2,"score":0.7293362617492676},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6866421699523926},{"id":"https://openalex.org/C61423126","wikidata":"https://www.wikidata.org/wiki/Q187432","display_name":"Scripting language","level":2,"score":0.6376274824142456},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.5871418714523315},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.5598090291023254},{"id":"https://openalex.org/C153876917","wikidata":"https://www.wikidata.org/wiki/Q899704","display_name":"Traceability","level":2,"score":0.5349733829498291},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.4408376216888428},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3479141592979431},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.29266440868377686},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.1461179256439209},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.09482887387275696},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0},{"id":"https://openalex.org/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[{"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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"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":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007962","descriptor_name":"Leukocytes","qualifier_ui":"Q000166","qualifier_name":"cytology","is_major_topic":true},{"descriptor_ui":"D007962","descriptor_name":"Leukocytes","qualifier_ui":"Q000166","qualifier_name":"cytology","is_major_topic":true},{"descriptor_ui":"D007962","descriptor_name":"Leukocytes","qualifier_ui":"Q000166","qualifier_name":"cytology","is_major_topic":true},{"descriptor_ui":"D007962","descriptor_name":"Leukocytes","qualifier_ui":"Q000166","qualifier_name":"cytology","is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.3233/shti240558","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3233/shti240558","pdf_url":null,"source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},{"id":"pmid:39176939","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39176939","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":"Studies in health technology and informatics","raw_type":null}],"best_oa_location":{"id":"doi:10.3233/shti240558","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3233/shti240558","pdf_url":null,"source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.6399999856948853}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2504150216","https://openalex.org/W2759663528","https://openalex.org/W2894010682","https://openalex.org/W2901946084","https://openalex.org/W3044088237","https://openalex.org/W3119608372","https://openalex.org/W3204013916","https://openalex.org/W4286716219","https://openalex.org/W4377094361","https://openalex.org/W4389578460","https://openalex.org/W4396636942"],"related_works":["https://openalex.org/W2378709054","https://openalex.org/W4380301954","https://openalex.org/W2803090313","https://openalex.org/W1482465488","https://openalex.org/W2052375654","https://openalex.org/W2376767034","https://openalex.org/W2350918606","https://openalex.org/W2379549210","https://openalex.org/W4285661598","https://openalex.org/W4313352246"],"abstract_inverted_index":{"The":[0,54,91,126,162],"aim":[1,55],"of":[2,50,62,67,86,98,111,115,132,139,148],"this":[3],"work":[4],"is":[5,56],"to":[6,57,81],"deliver":[7],"an":[8,177],"all-in-one":[9],"package":[10],"that":[11,38],"contains":[12],"both":[13],"the":[14,17,21,30,42,46,51,60,65,68,72,78,103,112,120,133,144,149,160,168],"part":[15],"where":[16],"pathologist":[18],"can":[19],"manipulate":[20],"data":[22],"as":[23,25,117,157],"well":[24],"predefined":[26],"models,":[27,101,121],"altogether":[28],"with":[29,34,74],"digital":[31],"pathology":[32,172],"interface":[33,179],"a":[35,83,89,96],"comprehensive":[36],"component":[37],"provides":[39,164],"traceability":[40],"between":[41],"identified":[43,113,129,142],"leucocytes":[44,63],"and":[45,64,102,175],"underlying":[47],"possible":[48],"outcomes":[49],"potential":[52],"disease.":[53],"directly":[58],"provide":[59],"number":[61],"mass":[66],"cell,":[69],"only":[70],"from":[71,77],"image,":[73],"minimal":[75],"intervention":[76],"pathologist,":[79],"necessary":[80],"have":[82],"PoC":[84],"(Proof":[85],"Concept)":[87],"or":[88],"prototype.":[90],"model":[92],"was":[93,106],"trained":[94],"on":[95],"dataset":[97],"around":[99],"20,000":[100],"achieved":[104],"accuracy":[105],"approximately":[107,130],"85%.":[108],"Approximately":[109,146],"82%":[110],"areas":[114,138],"interest,":[116],"determined":[118],"by":[119,143,159],"were":[122,154],"true":[123],"positive":[124,135,158],"predictions.":[125],"models":[127],"correctly":[128],"89%":[131],"actual":[134,151],"instances":[136,153],"-":[137,141],"interest":[140],"pathologist.":[145],"6%":[147],"total":[150],"negative":[152],"incorrectly":[155],"classified":[156],"models.":[161],"tool":[163],"visual":[165],"scripting,":[166],"reducing":[167],"learning":[169],"curve":[170],"for":[171,180],"analysis":[173],"techniques":[174],"offers":[176],"intuitive":[178],"healthcare":[181],"professionals.":[182]},"counts_by_year":[],"updated_date":"2026-08-18T07:49:30.821534","created_date":"2025-10-10T00:00:00"}