{"id":"https://openalex.org/W4311960212","doi":"https://doi.org/10.3390/diagnostics12123093","title":"Allred Scoring of ER-IHC Stained Whole-Slide Images for Hormone Receptor Status in Breast Carcinoma","display_name":"Allred Scoring of ER-IHC Stained Whole-Slide Images for Hormone Receptor Status in Breast Carcinoma","publication_year":2022,"publication_date":"2022-12-08","ids":{"openalex":"https://openalex.org/W4311960212","doi":"https://doi.org/10.3390/diagnostics12123093","pmid":"https://pubmed.ncbi.nlm.nih.gov/36553102"},"language":"en","primary_location":{"id":"doi:10.3390/diagnostics12123093","doi":"https://doi.org/10.3390/diagnostics12123093","is_oa":true,"landing_page_url":"https://doi.org/10.3390/diagnostics12123093","pdf_url":"https://www.mdpi.com/2075-4418/12/12/3093/pdf?version=1670504337","source":{"id":"https://openalex.org/S4210172076","display_name":"Diagnostics","issn_l":"2075-4418","issn":["2075-4418"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","norway-1","poland-70","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Diagnostics","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2075-4418/12/12/3093/pdf?version=1670504337","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019400360","display_name":"Mohammad Faizal Ahmad Fauzi","orcid":"https://orcid.org/0000-0001-5382-6269","observed_orcids":["https://orcid.org/0000-0001-5382-6269"]},"institutions":[{"id":"https://openalex.org/I173029219","display_name":"Multimedia University","ror":"https://ror.org/04zrbnc33","country_code":"MY","type":"education","lineage":["https://openalex.org/I173029219"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Mohammad Faizal Ahmad Fauzi","raw_affiliation_strings":["Faculty of Engineering, Multimedia University, Cyberjaya 63100, Selangor, Malaysia"],"raw_orcid":"https://orcid.org/0000-0001-5382-6269","affiliations":[{"raw_affiliation_string":"Faculty of Engineering, Multimedia University, Cyberjaya 63100, Selangor, Malaysia","institution_ids":["https://openalex.org/I173029219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002757668","display_name":"Wan Siti Halimatul Munirah Wan Ahmad","orcid":"https://orcid.org/0000-0001-6364-6341","observed_orcids":["https://orcid.org/0000-0001-6364-6341"]},"institutions":[{"id":"https://openalex.org/I173029219","display_name":"Multimedia University","ror":"https://ror.org/04zrbnc33","country_code":"MY","type":"education","lineage":["https://openalex.org/I173029219"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Wan Siti Halimatul Munirah Wan Ahmad","raw_affiliation_strings":["Faculty of Engineering, Multimedia University, Cyberjaya 63100, Selangor, Malaysia"],"raw_orcid":"https://orcid.org/0000-0001-6364-6341","affiliations":[{"raw_affiliation_string":"Faculty of Engineering, Multimedia University, Cyberjaya 63100, Selangor, Malaysia","institution_ids":["https://openalex.org/I173029219"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Mohammad Fareed Jamaluddin","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I173029219","display_name":"Multimedia University","ror":"https://ror.org/04zrbnc33","country_code":"MY","type":"education","lineage":["https://openalex.org/I173029219"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Mohammad Fareed Jamaluddin","raw_affiliation_strings":["Faculty of Engineering, Multimedia University, Cyberjaya 63100, Selangor, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, Multimedia University, Cyberjaya 63100, Selangor, Malaysia","institution_ids":["https://openalex.org/I173029219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091456401","display_name":"Jenny Tung Hiong Lee","orcid":"https://orcid.org/0009-0004-7967-9278","observed_orcids":["https://orcid.org/0009-0004-7967-9278"]},"institutions":[{"id":"https://openalex.org/I2800797430","display_name":"Sarawak General Hospital","ror":"https://ror.org/01y946378","country_code":"MY","type":"healthcare","lineage":["https://openalex.org/I2800797430"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Jenny Tung Hiong Lee","raw_affiliation_strings":["Department of Pathology, Sarawak General Hospital, Kuching 93586, Sarawak, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Pathology, Sarawak General Hospital, Kuching 93586, Sarawak, Malaysia","institution_ids":["https://openalex.org/I2800797430"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026549074","display_name":"See Yee Khor","orcid":"https://orcid.org/0009-0007-5057-8715","observed_orcids":["https://orcid.org/0009-0007-5057-8715"]},"institutions":[{"id":"https://openalex.org/I4210164684","display_name":"Queen Elizabeth Hospital","ror":"https://ror.org/05pgywt51","country_code":"MY","type":"healthcare","lineage":["https://openalex.org/I4210164684"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"See Yee Khor","raw_affiliation_strings":["Department of Pathology, Queen Elizabeth Hospital, Kota Kinabalu 88200, Sabah, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Pathology, Queen Elizabeth Hospital, Kota Kinabalu 88200, Sabah, Malaysia","institution_ids":["https://openalex.org/I4210164684"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005236363","display_name":"Lai\u2010Meng Looi","orcid":"https://orcid.org/0000-0001-8325-0117","observed_orcids":["https://orcid.org/0000-0001-8325-0117"]},"institutions":[{"id":"https://openalex.org/I1296788130","display_name":"University Malaya Medical Centre","ror":"https://ror.org/00vkrxq08","country_code":"MY","type":"healthcare","lineage":["https://openalex.org/I1296788130"]},{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Lai Meng Looi","raw_affiliation_strings":["Department of Pathology, University Malaya Medical Center, Kuala Lumpur 59100, Malaysia"],"raw_orcid":"https://orcid.org/0000-0001-8325-0117","affiliations":[{"raw_affiliation_string":"Department of Pathology, University Malaya Medical Center, Kuala Lumpur 59100, Malaysia","institution_ids":["https://openalex.org/I1296788130","https://openalex.org/I33849332"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087758128","display_name":"Fazly Salleh Abas","orcid":"https://orcid.org/0000-0002-4308-131X","observed_orcids":["https://orcid.org/0000-0002-4308-131X"]},"institutions":[{"id":"https://openalex.org/I173029219","display_name":"Multimedia University","ror":"https://ror.org/04zrbnc33","country_code":"MY","type":"education","lineage":["https://openalex.org/I173029219"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Fazly Salleh Abas","raw_affiliation_strings":["Faculty of Engineering and Technology, Multimedia University, Ayer Keroh 75450, Melaka, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering and Technology, Multimedia University, Ayer Keroh 75450, Melaka, Malaysia","institution_ids":["https://openalex.org/I173029219"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037300629","display_name":"Nouar AlDahoul","orcid":"https://orcid.org/0000-0001-5522-0033","observed_orcids":["https://orcid.org/0000-0001-5522-0033"]},"institutions":[{"id":"https://openalex.org/I173029219","display_name":"Multimedia University","ror":"https://ror.org/04zrbnc33","country_code":"MY","type":"education","lineage":["https://openalex.org/I173029219"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Nouar Aldahoul","raw_affiliation_strings":["Faculty of Engineering, Multimedia University, Cyberjaya 63100, Selangor, Malaysia"],"raw_orcid":"https://orcid.org/0000-0001-5522-0033","affiliations":[{"raw_affiliation_string":"Faculty of Engineering, Multimedia University, Cyberjaya 63100, Selangor, Malaysia","institution_ids":["https://openalex.org/I173029219"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5019400360"],"corresponding_institution_ids":["https://openalex.org/I173029219"],"apc_list":{"value":1800,"currency":"CHF","value_usd":1885},"apc_paid":{"value":1800,"currency":"CHF","value_usd":1885},"fwci":3.0525,"has_fulltext":true,"cited_by_count":51,"citation_normalized_percentile":{"value":0.93039923,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"12","issue":"12","first_page":"3093","last_page":"3093"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":1.0,"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":1.0,"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/T12859","display_name":"Cell Image Analysis Techniques","score":9.999999747378752e-05,"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"}},{"id":"https://openalex.org/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.0,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/allred-score","display_name":"Allred score","score":0.9200000166893005},{"id":"https://openalex.org/keywords/estrogen-receptor","display_name":"estrogen receptor","score":0.8899999856948853},{"id":"https://openalex.org/keywords/breast-cancer","display_name":"breast cancer","score":0.8450000286102295},{"id":"https://openalex.org/keywords/whole-slide-images","display_name":"whole slide images","score":0.8299999833106995},{"id":"https://openalex.org/keywords/automated-cell-detection","display_name":"automated cell detection","score":0.6740000247955322},{"id":"https://openalex.org/keywords/immunohistochemistry-image-analysis","display_name":"immunohistochemistry image analysis","score":0.7829999923706055},{"id":"https://openalex.org/keywords/hormone-receptor-status","display_name":"hormone receptor status","score":0.718999981880188},{"id":"https://openalex.org/keywords/h-score","display_name":"H-score","score":0.7649999856948853},{"id":"https://openalex.org/keywords/automated-grading","display_name":"automated grading","score":0.34299999475479126}],"concepts":[{"id":"https://openalex.org/C204232928","wikidata":"https://www.wikidata.org/wiki/Q899285","display_name":"Immunohistochemistry","level":2,"score":0.6743980050086975},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.6684175133705139},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.6315488219261169},{"id":"https://openalex.org/C84606932","wikidata":"https://www.wikidata.org/wiki/Q416496","display_name":"Estrogen receptor","level":4,"score":0.6066349744796753},{"id":"https://openalex.org/C71315377","wikidata":"https://www.wikidata.org/wiki/Q11364","display_name":"Hormone","level":2,"score":0.46164530515670776},{"id":"https://openalex.org/C3018521938","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast carcinoma","level":4,"score":0.4529340863227844},{"id":"https://openalex.org/C98717036","wikidata":"https://www.wikidata.org/wiki/Q14872994","display_name":"Progesterone receptor","level":5,"score":0.44921261072158813},{"id":"https://openalex.org/C23589133","wikidata":"https://www.wikidata.org/wiki/Q412005","display_name":"Hormone receptor","level":4,"score":0.42025241255760193},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.41621607542037964},{"id":"https://openalex.org/C143998085","wikidata":"https://www.wikidata.org/wiki/Q162555","display_name":"Oncology","level":1,"score":0.3971899151802063},{"id":"https://openalex.org/C29456083","wikidata":"https://www.wikidata.org/wiki/Q1221899","display_name":"Gynecology","level":1,"score":0.3794498145580292},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.37708786129951477},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.36732104420661926}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/diagnostics12123093","doi":"https://doi.org/10.3390/diagnostics12123093","is_oa":true,"landing_page_url":"https://doi.org/10.3390/diagnostics12123093","pdf_url":"https://www.mdpi.com/2075-4418/12/12/3093/pdf?version=1670504337","source":{"id":"https://openalex.org/S4210172076","display_name":"Diagnostics","issn_l":"2075-4418","issn":["2075-4418"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","norway-1","poland-70","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Diagnostics","raw_type":"journal-article"},{"id":"pmid:36553102","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36553102","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,"listed_in":[],"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":"Diagnostics (Basel, Switzerland)","raw_type":"Journal Article"},{"id":"pmh:oai:shdl.mmu.edu.my:11200","doi":null,"is_oa":false,"landing_page_url":"https://shdl.mmu.edu.my/11200/1/20.pdf","pdf_url":"https://shdl.mmu.edu.my/11200/1/20.pdf","source":{"id":"https://openalex.org/S4377196753","display_name":"Siti Hasmah Digital Library-MMU Institutiona Repository (Multimedia University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I173029219","host_organization_name":"Multimedia University","host_organization_lineage":["https://openalex.org/I173029219"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:9776763","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9776763","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Diagnostics (Basel)","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:7401b6e877434c5e8977b5101331f29d","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/7401b6e877434c5e8977b5101331f29d","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Diagnostics, Vol 12, Iss 12, p 3093 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/diagnostics12123093","doi":"https://doi.org/10.3390/diagnostics12123093","is_oa":true,"landing_page_url":"https://doi.org/10.3390/diagnostics12123093","pdf_url":"https://www.mdpi.com/2075-4418/12/12/3093/pdf?version=1670504337","source":{"id":"https://openalex.org/S4210172076","display_name":"Diagnostics","issn_l":"2075-4418","issn":["2075-4418"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","norway-1","poland-70","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Diagnostics","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.9391000270843506}],"sustainable_development_goals_aurora":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.5600000023841858}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320313202","display_name":"Multimedia University","ror":"https://ror.org/04zrbnc33"},{"id":"https://openalex.org/F4320322604","display_name":"Universiti Malaya","ror":"https://ror.org/00rzspn62"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4311960212.pdf","grobid_xml":"https://content.openalex.org/works/W4311960212.grobid-xml"},"referenced_works_count":17,"referenced_works":["https://openalex.org/W1076549147","https://openalex.org/W1849277567","https://openalex.org/W1872182404","https://openalex.org/W1963882359","https://openalex.org/W2046663369","https://openalex.org/W2097117768","https://openalex.org/W2100762242","https://openalex.org/W2112796928","https://openalex.org/W2137853125","https://openalex.org/W2163605009","https://openalex.org/W2234666690","https://openalex.org/W2293083603","https://openalex.org/W2597922927","https://openalex.org/W2886219237","https://openalex.org/W2899082701","https://openalex.org/W3116384897","https://openalex.org/W3122345836"],"related_works":["https://openalex.org/W2228116816","https://openalex.org/W2414141389","https://openalex.org/W2514299822","https://openalex.org/W2499263060","https://openalex.org/W2133282979","https://openalex.org/W2134192859","https://openalex.org/W2384240029","https://openalex.org/W2470372846","https://openalex.org/W3031413756","https://openalex.org/W2410151961"],"abstract_inverted_index":{"Hormone":[0],"receptor":[1,65],"status":[2,100],"is":[3,30,115],"determined":[4],"primarily":[5],"to":[6,147,163,169,179],"identify":[7],"breast":[8,62],"cancer":[9,47,188],"patients":[10],"who":[11],"may":[12],"benefit":[13],"from":[14],"hormonal":[15,130],"therapy.":[16],"The":[17,74,102,174],"current":[18],"clinical":[19],"practice":[20],"for":[21,61,98,187],"the":[22,40,81,149,160,177,181,195],"testing":[23],"using":[24],"either":[25],"Allred":[26,96,104],"score":[27,105],"or":[28],"H-score":[29],"still":[31],"based":[32],"on":[33,108,122,129],"laborious":[34],"manual":[35,119],"counting":[36],"and":[37,42,58,68,84,91,112,114,145,166,171,193],"estimation":[38],"of":[39,44,184],"amount":[41],"intensity":[43],"positively":[45],"stained":[46],"cells":[48,79],"in":[49],"immunohistochemistry":[50],"(IHC)-stained":[51],"slides.":[52],"This":[53,155],"work":[54],"integrates":[55],"cell":[56,110],"detection":[57,111],"classification":[59,113],"workflow":[60],"carcinoma":[63],"estrogen":[64],"(ER)-IHC-stained":[66],"images":[67,125],"presents":[69],"an":[70,141],"automated":[71],"evaluation":[72],"system.":[73],"system":[75,157,175],"first":[76],"detects":[77],"all":[78],"within":[80],"specific":[82],"regions":[83],"classifies":[85],"them":[86],"into":[87],"negatively,":[88],"weakly,":[89],"moderately,":[90],"strongly":[92],"stained,":[93],"followed":[94],"by":[95],"scoring":[97],"ER":[99,153],"evaluation.":[101],"generated":[103],"relies":[106],"heavily":[107],"accurate":[109],"compared":[116],"against":[117],"pathologists'":[118],"estimation.":[120],"Experiments":[121],"40":[123],"whole-slide":[124],"show":[126],"82.5%":[127],"agreement":[128],"treatment":[131],"recommendation,":[132],"which":[133],"we":[134],"believe":[135],"could":[136],"be":[137],"further":[138],"improved":[139],"with":[140,151],"advanced":[142],"learning":[143],"model":[144],"enhancement":[146],"address":[148],"cases":[150],"0%":[152],"status.":[154],"promising":[156],"can":[158],"automate":[159],"exhaustive":[161],"exercise":[162],"provide":[164],"fast":[165],"reliable":[167],"assistance":[168],"pathologists":[170],"medical":[172],"personnel.":[173],"has":[176],"potential":[178],"improve":[180],"overall":[182],"standards":[183],"prognostic":[185],"reporting":[186],"patients,":[189,192],"benefiting":[190],"pathologists,":[191],"also":[194],"public":[196],"at":[197],"large.":[198]},"counts_by_year":[{"year":2026,"cited_by_count":13},{"year":2025,"cited_by_count":18},{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":6}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2023-01-03T00:00:00"}