{"id":"https://openalex.org/W4417132182","doi":"https://doi.org/10.1109/bhi67747.2025.11269511","title":"CountPath: Automating Fragment Counting in Digital Pathology","display_name":"CountPath: Automating Fragment Counting in Digital Pathology","publication_year":2025,"publication_date":"2025-10-26","ids":{"openalex":"https://openalex.org/W4417132182","doi":"https://doi.org/10.1109/bhi67747.2025.11269511"},"language":"en","primary_location":{"id":"doi:10.1109/bhi67747.2025.11269511","doi":"https://doi.org/10.1109/bhi67747.2025.11269511","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bhi67747.2025.11269511","pdf_url":null,"source":{"id":"https://openalex.org/S4393918972","display_name":"IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI ...)","issn_l":"2641-3590","issn":["2641-3590"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2503.10520","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5055693701","display_name":"Ana Beatriz Vieira","orcid":"https://orcid.org/0009-0000-4396-8837","observed_orcids":["https://orcid.org/0009-0000-4396-8837"]},"institutions":[{"id":"https://openalex.org/I4387152517","display_name":"Instituto Superior T\u00e9cnico","ror":"https://ror.org/03db2by73","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103","https://openalex.org/I4387152517"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Ana Beatriz Vieira","raw_affiliation_strings":["Instituto Superior T&#x00E9;cnico,Lisbon,Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto Superior T&#x00E9;cnico,Lisbon,Portugal","institution_ids":["https://openalex.org/I4387152517"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Maria Valente","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Maria Valente","raw_affiliation_strings":["Faculdade de Engenharia da Universidade do Porto,Porto,Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculdade de Engenharia da Universidade do Porto,Porto,Portugal","institution_ids":["https://openalex.org/I182534213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083358636","display_name":"Tom\u00e9 Albuquerque","orcid":"https://orcid.org/0000-0003-3246-7206","observed_orcids":["https://orcid.org/0000-0003-3246-7206"]},"institutions":[{"id":"https://openalex.org/I4210166615","display_name":"INESC TEC","ror":"https://ror.org/05fa8ka61","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210125590","https://openalex.org/I4210166615"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Tom\u00e9 Albuquerque","raw_affiliation_strings":["INESC-TEC,Porto,Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INESC-TEC,Porto,Portugal","institution_ids":["https://openalex.org/I4210166615"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091393635","display_name":"Diana Montezuma","orcid":"https://orcid.org/0000-0001-9551-4589","observed_orcids":["https://orcid.org/0000-0001-9551-4589"]},"institutions":[{"id":"https://openalex.org/I4405259370","display_name":"IMP Diagnostics (Portugal)","ror":"https://ror.org/024nqsz94","country_code":"PT","type":"company","lineage":["https://openalex.org/I4405259370"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Diana Montezuma","raw_affiliation_strings":["IMP Diagnostics,Porto,Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IMP Diagnostics,Porto,Portugal","institution_ids":["https://openalex.org/I4405259370"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070685382","display_name":"Liliana Ribeiro","orcid":"https://orcid.org/0009-0009-5414-6906","observed_orcids":["https://orcid.org/0009-0009-5414-6906"]},"institutions":[{"id":"https://openalex.org/I4405259370","display_name":"IMP Diagnostics (Portugal)","ror":"https://ror.org/024nqsz94","country_code":"PT","type":"company","lineage":["https://openalex.org/I4405259370"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Liliana Ribeiro","raw_affiliation_strings":["IMP Diagnostics,Porto,Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IMP Diagnostics,Porto,Portugal","institution_ids":["https://openalex.org/I4405259370"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011783056","display_name":"Domingos Oliveira","orcid":"https://orcid.org/0009-0000-7491-0873","observed_orcids":["https://orcid.org/0009-0000-7491-0873"]},"institutions":[{"id":"https://openalex.org/I4405259370","display_name":"IMP Diagnostics (Portugal)","ror":"https://ror.org/024nqsz94","country_code":"PT","type":"company","lineage":["https://openalex.org/I4405259370"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Domingos Oliveira","raw_affiliation_strings":["IMP Diagnostics,Porto,Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IMP Diagnostics,Porto,Portugal","institution_ids":["https://openalex.org/I4405259370"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029909846","display_name":"Jo\u00e3o Monteiro","orcid":"https://orcid.org/0000-0002-5166-825X","observed_orcids":["https://orcid.org/0000-0002-5166-825X"]},"institutions":[{"id":"https://openalex.org/I4405259370","display_name":"IMP Diagnostics (Portugal)","ror":"https://ror.org/024nqsz94","country_code":"PT","type":"company","lineage":["https://openalex.org/I4405259370"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Jo\u00e3o Monteiro","raw_affiliation_strings":["IMP Diagnostics,Porto,Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IMP Diagnostics,Porto,Portugal","institution_ids":["https://openalex.org/I4405259370"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113869480","display_name":"Sofia Gon\u00e7alves","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405259370","display_name":"IMP Diagnostics (Portugal)","ror":"https://ror.org/024nqsz94","country_code":"PT","type":"company","lineage":["https://openalex.org/I4405259370"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Sofia Gon\u00e7alves","raw_affiliation_strings":["IMP Diagnostics,Porto,Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IMP Diagnostics,Porto,Portugal","institution_ids":["https://openalex.org/I4405259370"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101903848","display_name":"Isabel Pinto","orcid":"https://orcid.org/0000-0002-2093-9109","observed_orcids":["https://orcid.org/0000-0002-2093-9109"]},"institutions":[{"id":"https://openalex.org/I4405259370","display_name":"IMP Diagnostics (Portugal)","ror":"https://ror.org/024nqsz94","country_code":"PT","type":"company","lineage":["https://openalex.org/I4405259370"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Isabel M. Pinto","raw_affiliation_strings":["IMP Diagnostics,Porto,Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IMP Diagnostics,Porto,Portugal","institution_ids":["https://openalex.org/I4405259370"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013827007","display_name":"Jaime S. Cardoso","orcid":"https://orcid.org/0000-0002-3760-2473","observed_orcids":["https://orcid.org/0000-0002-3760-2473"]},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Jaime S. Cardoso","raw_affiliation_strings":["Faculdade de Engenharia da Universidade do Porto,Porto,Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculdade de Engenharia da Universidade do Porto,Porto,Portugal","institution_ids":["https://openalex.org/I182534213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001327675","display_name":"Arlindo L. Oliveira","orcid":"https://orcid.org/0000-0001-8638-5594","observed_orcids":["https://orcid.org/0000-0001-8638-5594"]},"institutions":[{"id":"https://openalex.org/I4387152517","display_name":"Instituto Superior T\u00e9cnico","ror":"https://ror.org/03db2by73","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103","https://openalex.org/I4387152517"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Arlindo L. Oliveira","raw_affiliation_strings":["Instituto Superior T&#x00E9;cnico,Lisbon,Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto Superior T&#x00E9;cnico,Lisbon,Portugal","institution_ids":["https://openalex.org/I4387152517"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.368,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.68108711,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9990000128746033,"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":0.9990000128746033,"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":0.00019999999494757503,"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/T10616","display_name":"Smart Agriculture and AI","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/digital-pathology","display_name":"digital pathology","score":0.8840000033378601},{"id":"https://openalex.org/keywords/pre-analytical-quality-control","display_name":"pre-analytical quality control","score":0.8190000057220459},{"id":"https://openalex.org/keywords/yolo11","display_name":"YOLOv11","score":0.9309999942779541},{"id":"https://openalex.org/keywords/vision-transformer","display_name":"vision transformer","score":0.8259999752044678},{"id":"https://openalex.org/keywords/object-detection","display_name":"object detection","score":0.7149999737739563},{"id":"https://openalex.org/keywords/interobserver-variability","display_name":"interobserver variability","score":0.9520000219345093},{"id":"https://openalex.org/keywords/automated-image-analysis","display_name":"automated image analysis","score":0.5540000200271606},{"id":"https://openalex.org/keywords/grossing","display_name":"grossing","score":0.6460000276565552}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.71670001745224},{"id":"https://openalex.org/C2777522853","wikidata":"https://www.wikidata.org/wiki/Q5276128","display_name":"Digital pathology","level":2,"score":0.5446000099182129},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5006999969482422},{"id":"https://openalex.org/C2776235265","wikidata":"https://www.wikidata.org/wiki/Q18392052","display_name":"Fragment (logic)","level":2,"score":0.4964999854564667},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4884999990463257},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.43309998512268066},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.43290001153945923},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.3946000039577484},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.37929999828338623},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.37439998984336853},{"id":"https://openalex.org/C3019060180","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automated method","level":2,"score":0.36719998717308044},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3262999951839447},{"id":"https://openalex.org/C3020001037","wikidata":"https://www.wikidata.org/wiki/Q836575","display_name":"Quality assessment","level":3,"score":0.3246999979019165},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.3034000098705292},{"id":"https://openalex.org/C42781572","wikidata":"https://www.wikidata.org/wiki/Q1250322","display_name":"Digital image","level":4,"score":0.2939000129699707},{"id":"https://openalex.org/C112416745","wikidata":"https://www.wikidata.org/wiki/Q974213","display_name":"Digital imaging","level":5,"score":0.290800005197525},{"id":"https://openalex.org/C3020132585","wikidata":"https://www.wikidata.org/wiki/Q2671652","display_name":"Diagnostic accuracy","level":2,"score":0.2734000086784363}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/bhi67747.2025.11269511","doi":"https://doi.org/10.1109/bhi67747.2025.11269511","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bhi67747.2025.11269511","pdf_url":null,"source":{"id":"https://openalex.org/S4393918972","display_name":"IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI ...)","issn_l":"2641-3590","issn":["2641-3590"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2503.10520","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2503.10520","pdf_url":"https://arxiv.org/pdf/2503.10520","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"doi:10.48550/arxiv.2503.10520","doi":"https://doi.org/10.48550/arxiv.2503.10520","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2503.10520","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2503.10520","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2503.10520","pdf_url":"https://arxiv.org/pdf/2503.10520","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G2441341484","display_name":"Instituto de Engenharia de Sistemas e Computadores, Investiga\u00e7\u00e3o e Desenvolvimento em Lisboa","funder_award_id":"UIDB/50021/2020","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G8718590230","display_name":"Aprendizagem Eficiente e Precisa usando Mecanismos de Aten\u00e7\u00e3o","funder_award_id":"PTDC/CCI-INF/4703/2021","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"}],"funders":[{"id":"https://openalex.org/F4320334779","display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia","ror":"https://ror.org/00snfqn58"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4417132182.pdf","grobid_xml":"https://content.openalex.org/works/W4417132182.grobid-xml"},"referenced_works_count":11,"referenced_works":["https://openalex.org/W1975879668","https://openalex.org/W2136148671","https://openalex.org/W2164777277","https://openalex.org/W2906465680","https://openalex.org/W3035018896","https://openalex.org/W4295479826","https://openalex.org/W4313028954","https://openalex.org/W4362703401","https://openalex.org/W4395666209","https://openalex.org/W4409086145","https://openalex.org/W4414193572"],"related_works":["https://openalex.org/W4295479826","https://openalex.org/W4413481029","https://openalex.org/W6965132425","https://openalex.org/W2792423806","https://openalex.org/W3113891464","https://openalex.org/W4294974890","https://openalex.org/W7154839336","https://openalex.org/W4417357102","https://openalex.org/W7122618334","https://openalex.org/W2302554869"],"abstract_inverted_index":{"Quality":[0],"control":[1],"of":[2,9,28,31,41,76,134,142,168],"medical":[3],"images":[4,15],"is":[5,25,56,85],"a":[6,34,44,132,145],"critical":[7],"component":[8],"digital":[10],"pathology,":[11],"ensuring":[12],"that":[13,36,38,60,127,141,161],"diagnostic":[14,66],"meet":[16],"required":[17],"standards.":[18],"A":[19],"pre-analytical":[20],"task":[21],"within":[22],"this":[23,83,108],"process":[24,35],"the":[26,29,39,47,51,61,64,69,74,118,128,162,171],"verification":[27],"number":[30,40,48],"specimen":[32],"fragments,":[33],"ensures":[37],"fragments":[42],"on":[43,157],"slide":[45],"matches":[46],"documented":[49],"in":[50],"macroscopic":[52],"report.":[53],"This":[54,177],"step":[55],"important":[57],"to":[58,96,100,114,140,150],"ensure":[59],"slides":[62],"contain":[63],"appropriate":[65],"material":[67],"from":[68],"grossing":[70],"process,":[71],"thereby":[72],"guaranteeing":[73],"accuracy":[75,167],"subsequent":[77],"microscopic":[78],"examination":[79],"and":[80,91,120,147],"diagnosis.":[81],"Traditionally,":[82],"assessment":[84],"performed":[86],"manually,":[87],"requiring":[88],"significant":[89,97],"time":[90],"effort":[92],"while":[93],"being":[94],"subject":[95],"variability":[98],"due":[99],"its":[101,181],"subjective":[102],"nature.":[103],"To":[104],"address":[105],"these":[106],"challenges,":[107],"study":[109],"explores":[110],"an":[111,166],"automated":[112,129,163],"approach":[113,164],"fragment":[115],"counting":[116],"using":[117],"YOLOv11":[119],"Vision":[121],"Transformer":[122],"models.":[123],"Our":[124],"results":[125],"demonstrate":[126],"system":[130],"achieves":[131,165],"level":[133],"performance":[135],"comparable":[136],"or":[137],"even":[138],"superior":[139],"experts,":[143],"offering":[144],"reliable":[146],"efficient":[148],"alternative":[149],"manual":[151],"counting.":[152],"Additionally,":[153],"we":[154],"present":[155],"findings":[156],"interobserver":[158],"variability,":[159],"showing":[160],"90.1%,":[169],"surpassing":[170],"range":[172],"observed":[173],"among":[174],"experts":[175],"(82\u201388%).":[176],"result":[178],"further":[179],"supports":[180],"suitability":[182],"for":[183],"integration":[184],"into":[185],"routine":[186],"pathology":[187],"workflows.":[188]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-11-05T12:25:35.769452","created_date":"2025-12-08T00:00:00"}
