{"id":"https://openalex.org/W4283658271","doi":"https://doi.org/10.1038/s41597-022-01450-y","title":"HunCRC: annotated pathological slides to enhance deep learning applications in colorectal cancer screening","display_name":"HunCRC: annotated pathological slides to enhance deep learning applications in colorectal cancer screening","publication_year":2022,"publication_date":"2022-06-28","ids":{"openalex":"https://openalex.org/W4283658271","doi":"https://doi.org/10.1038/s41597-022-01450-y","pmid":"https://pubmed.ncbi.nlm.nih.gov/35764660","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/9240013"},"language":"en","primary_location":{"id":"doi:10.1038/s41597-022-01450-y","doi":"https://doi.org/10.1038/s41597-022-01450-y","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41597-022-01450-y","pdf_url":"https://www.nature.com/articles/s41597-022-01450-y.pdf","source":{"id":"https://openalex.org/S2607323502","display_name":"Scientific Data","issn_l":"2052-4463","issn":["2052-4463"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-b","jufo-1","ki-jl-1","medline","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Data","raw_type":"journal-article"},"volume":null,"type":"data-paper","is_traditional":true,"indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.nature.com/articles/s41597-022-01450-y.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5026706335","display_name":"B\u00e1lint Pataki","orcid":"https://orcid.org/0000-0002-7974-5712","observed_orcids":["https://orcid.org/0000-0002-7974-5712"]},"institutions":[{"id":"https://openalex.org/I106118109","display_name":"E\u00f6tv\u00f6s Lor\u00e1nd University","ror":"https://ror.org/01jsq2704","country_code":"HU","type":"education","lineage":["https://openalex.org/I106118109"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"B\u00e1lint \u00c1rmin Pataki","raw_affiliation_strings":["Department of Physics of Complex Systems, ELTE, E\u00f6tv\u00f6s Lor\u00e1nd University, Budapest, Hungary"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Physics of Complex Systems, ELTE, E\u00f6tv\u00f6s Lor\u00e1nd University, Budapest, Hungary","institution_ids":["https://openalex.org/I106118109"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069402219","display_name":"Alex Olar","orcid":"https://orcid.org/0000-0001-8094-4324","observed_orcids":["https://orcid.org/0000-0001-8094-4324"]},"institutions":[{"id":"https://openalex.org/I106118109","display_name":"E\u00f6tv\u00f6s Lor\u00e1nd University","ror":"https://ror.org/01jsq2704","country_code":"HU","type":"education","lineage":["https://openalex.org/I106118109"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Alex Olar","raw_affiliation_strings":["Department of Physics of Complex Systems, ELTE, E\u00f6tv\u00f6s Lor\u00e1nd University, Budapest, Hungary"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Physics of Complex Systems, ELTE, E\u00f6tv\u00f6s Lor\u00e1nd University, Budapest, Hungary","institution_ids":["https://openalex.org/I106118109"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068614869","display_name":"Dezs\u0151 Ribli","orcid":"https://orcid.org/0000-0002-2709-206X","observed_orcids":["https://orcid.org/0000-0002-2709-206X"]},"institutions":[{"id":"https://openalex.org/I106118109","display_name":"E\u00f6tv\u00f6s Lor\u00e1nd University","ror":"https://ror.org/01jsq2704","country_code":"HU","type":"education","lineage":["https://openalex.org/I106118109"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Dezs\u0151 Ribli","raw_affiliation_strings":["Department of Physics of Complex Systems, ELTE, E\u00f6tv\u00f6s Lor\u00e1nd University, Budapest, Hungary"],"raw_orcid":"https://orcid.org/0000-0002-2709-206X","affiliations":[{"raw_affiliation_string":"Department of Physics of Complex Systems, ELTE, E\u00f6tv\u00f6s Lor\u00e1nd University, Budapest, Hungary","institution_ids":["https://openalex.org/I106118109"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024049870","display_name":"Adri\u00e1n Pesti","orcid":"https://orcid.org/0000-0001-6706-6221","observed_orcids":["https://orcid.org/0000-0001-6706-6221"]},"institutions":[{"id":"https://openalex.org/I101202996","display_name":"Semmelweis University","ror":"https://ror.org/01g9ty582","country_code":"HU","type":"education","lineage":["https://openalex.org/I101202996"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Adri\u00e1n Pesti","raw_affiliation_strings":["2nd Department of Pathology, Semmelweis University, Budapest, Hungary"],"raw_orcid":"https://orcid.org/0000-0001-6706-6221","affiliations":[{"raw_affiliation_string":"2nd Department of Pathology, Semmelweis University, Budapest, Hungary","institution_ids":["https://openalex.org/I101202996"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056096000","display_name":"Endre Kontsek","orcid":"https://orcid.org/0000-0002-8098-1392","observed_orcids":["https://orcid.org/0000-0002-8098-1392"]},"institutions":[{"id":"https://openalex.org/I101202996","display_name":"Semmelweis University","ror":"https://ror.org/01g9ty582","country_code":"HU","type":"education","lineage":["https://openalex.org/I101202996"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Endre Kontsek","raw_affiliation_strings":["2nd Department of Pathology, Semmelweis University, Budapest, Hungary"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"2nd Department of Pathology, Semmelweis University, Budapest, Hungary","institution_ids":["https://openalex.org/I101202996"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111164046","display_name":"Benedek Gy\u00f6ngy\u00f6si","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I101202996","display_name":"Semmelweis University","ror":"https://ror.org/01g9ty582","country_code":"HU","type":"education","lineage":["https://openalex.org/I101202996"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Benedek Gy\u00f6ngy\u00f6si","raw_affiliation_strings":["2nd Department of Pathology, Semmelweis University, Budapest, Hungary"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"2nd Department of Pathology, Semmelweis University, Budapest, Hungary","institution_ids":["https://openalex.org/I101202996"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024112359","display_name":"\u00c1gnes Bilecz","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I101202996","display_name":"Semmelweis University","ror":"https://ror.org/01g9ty582","country_code":"HU","type":"education","lineage":["https://openalex.org/I101202996"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"\u00c1gnes Bilecz","raw_affiliation_strings":["2nd Department of Pathology, Semmelweis University, Budapest, Hungary"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"2nd Department of Pathology, Semmelweis University, Budapest, Hungary","institution_ids":["https://openalex.org/I101202996"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113167787","display_name":"Tekla Kov\u00e1cs","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I101202996","display_name":"Semmelweis University","ror":"https://ror.org/01g9ty582","country_code":"HU","type":"education","lineage":["https://openalex.org/I101202996"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Tekla Kov\u00e1cs","raw_affiliation_strings":["2nd Department of Pathology, Semmelweis University, Budapest, Hungary"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"2nd Department of Pathology, Semmelweis University, Budapest, Hungary","institution_ids":["https://openalex.org/I101202996"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022627523","display_name":"Krist\u00f3f Attila Kov\u00e1cs","orcid":"https://orcid.org/0000-0002-7452-067X","observed_orcids":["https://orcid.org/0000-0002-7452-067X"]},"institutions":[{"id":"https://openalex.org/I101202996","display_name":"Semmelweis University","ror":"https://ror.org/01g9ty582","country_code":"HU","type":"education","lineage":["https://openalex.org/I101202996"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Krist\u00f3f Attila Kov\u00e1cs","raw_affiliation_strings":["2nd Department of Pathology, Semmelweis University, Budapest, Hungary"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"2nd Department of Pathology, Semmelweis University, Budapest, Hungary","institution_ids":["https://openalex.org/I101202996"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082433171","display_name":"Zs\u00f3fia Kramer","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I101202996","display_name":"Semmelweis University","ror":"https://ror.org/01g9ty582","country_code":"HU","type":"education","lineage":["https://openalex.org/I101202996"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Zs\u00f3fia Kramer","raw_affiliation_strings":["2nd Department of Pathology, Semmelweis University, Budapest, Hungary"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"2nd Department of Pathology, Semmelweis University, Budapest, Hungary","institution_ids":["https://openalex.org/I101202996"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075264606","display_name":"Andr\u00e1s Kiss","orcid":"https://orcid.org/0000-0001-6544-0195","observed_orcids":["https://orcid.org/0000-0001-6544-0195"]},"institutions":[{"id":"https://openalex.org/I101202996","display_name":"Semmelweis University","ror":"https://ror.org/01g9ty582","country_code":"HU","type":"education","lineage":["https://openalex.org/I101202996"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Andr\u00e1s Kiss","raw_affiliation_strings":["2nd Department of Pathology, Semmelweis University, Budapest, Hungary"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"2nd Department of Pathology, Semmelweis University, Budapest, Hungary","institution_ids":["https://openalex.org/I101202996"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087594428","display_name":"Mikl\u00f3s Sz\u00f3cska","orcid":"https://orcid.org/0000-0003-0648-9778","observed_orcids":["https://orcid.org/0000-0003-0648-9778"]},"institutions":[{"id":"https://openalex.org/I101202996","display_name":"Semmelweis University","ror":"https://ror.org/01g9ty582","country_code":"HU","type":"education","lineage":["https://openalex.org/I101202996"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Mikl\u00f3s Sz\u00f3cska","raw_affiliation_strings":["Health Services Management Training Centre, Semmelweis University, Budapest, Hungary"],"raw_orcid":"https://orcid.org/0000-0003-0648-9778","affiliations":[{"raw_affiliation_string":"Health Services Management Training Centre, Semmelweis University, Budapest, Hungary","institution_ids":["https://openalex.org/I101202996"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012976652","display_name":"P\u00e9ter Pollner","orcid":"https://orcid.org/0000-0003-0464-4893","observed_orcids":["https://orcid.org/0000-0003-0464-4893"]},"institutions":[{"id":"https://openalex.org/I101202996","display_name":"Semmelweis University","ror":"https://ror.org/01g9ty582","country_code":"HU","type":"education","lineage":["https://openalex.org/I101202996"]},{"id":"https://openalex.org/I106118109","display_name":"E\u00f6tv\u00f6s Lor\u00e1nd University","ror":"https://ror.org/01jsq2704","country_code":"HU","type":"education","lineage":["https://openalex.org/I106118109"]},{"id":"https://openalex.org/I7597260","display_name":"Hungarian Academy of Sciences","ror":"https://ror.org/02ks8qq67","country_code":"HU","type":"government","lineage":["https://openalex.org/I7597260"]}],"countries":["HU"],"is_corresponding":true,"raw_author_name":"P\u00e9ter Pollner","raw_affiliation_strings":["Health Services Management Training Centre, Semmelweis University, Budapest, Hungary. pollner@angel.elte.hu","MTA-ELTE Statistical and Biological Physics Research Group at Dept. of Biological Physics, E\u00f6tv\u00f6s Lor\u00e1nd University, Budapest, Hungary. pollner@angel.elte.hu","Health Services Management Training Centre, Semmelweis University, Budapest, Hungary"],"raw_orcid":"https://orcid.org/0000-0003-0464-4893","affiliations":[{"raw_affiliation_string":"Health Services Management Training Centre, Semmelweis University, Budapest, Hungary. pollner@angel.elte.hu","institution_ids":["https://openalex.org/I101202996"]},{"raw_affiliation_string":"MTA-ELTE Statistical and Biological Physics Research Group at Dept. of Biological Physics, E\u00f6tv\u00f6s Lor\u00e1nd University, Budapest, Hungary. pollner@angel.elte.hu","institution_ids":["https://openalex.org/I106118109","https://openalex.org/I7597260"]},{"raw_affiliation_string":"Health Services Management Training Centre, Semmelweis University, Budapest, Hungary","institution_ids":["https://openalex.org/I101202996"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059584176","display_name":"Istv\u00e1n Csabai","orcid":"https://orcid.org/0000-0001-9232-9898","observed_orcids":["https://orcid.org/0000-0001-9232-9898"]},"institutions":[{"id":"https://openalex.org/I106118109","display_name":"E\u00f6tv\u00f6s Lor\u00e1nd University","ror":"https://ror.org/01jsq2704","country_code":"HU","type":"education","lineage":["https://openalex.org/I106118109"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Istv\u00e1n Csabai","raw_affiliation_strings":["Department of Physics of Complex Systems, ELTE, E\u00f6tv\u00f6s Lor\u00e1nd University, Budapest, Hungary"],"raw_orcid":"https://orcid.org/0000-0001-9232-9898","affiliations":[{"raw_affiliation_string":"Department of Physics of Complex Systems, ELTE, E\u00f6tv\u00f6s Lor\u00e1nd University, Budapest, Hungary","institution_ids":["https://openalex.org/I106118109"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5012976652"],"corresponding_institution_ids":["https://openalex.org/I101202996","https://openalex.org/I106118109","https://openalex.org/I7597260"],"apc_list":{"value":2090,"currency":"USD","value_usd":2090},"apc_paid":{"value":2090,"currency":"USD","value_usd":2090},"fwci":null,"has_fulltext":true,"cited_by_count":33,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"9","issue":"1","first_page":"370","last_page":"370"},"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/T10552","display_name":"Colorectal Cancer Screening and Detection","score":0.0,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.0,"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/colorectal-cancer","display_name":"colorectal cancer","score":0.9860000014305115},{"id":"https://openalex.org/keywords/digital-pathology","display_name":"digital pathology","score":0.5600000023841858},{"id":"https://openalex.org/keywords/whole-slide-images","display_name":"whole slide images","score":0.9649999737739563},{"id":"https://openalex.org/keywords/histopathology","display_name":"histopathology","score":0.6869999766349792},{"id":"https://openalex.org/keywords/computer-aided-diagnosis","display_name":"computer-aided diagnosis","score":0.8679999709129333},{"id":"https://openalex.org/keywords/h-e-staining","display_name":"H&E staining","score":0.9430000185966492},{"id":"https://openalex.org/keywords/colorectal-biopsy","display_name":"colorectal biopsy","score":0.8450000286102295},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"decision support system","score":0.6370000243186951},{"id":"https://openalex.org/keywords/pathology-workforce-shortage","display_name":"pathology workforce shortage","score":0.39899998903274536}],"concepts":[{"id":"https://openalex.org/C2777522853","wikidata":"https://www.wikidata.org/wiki/Q5276128","display_name":"Digital pathology","level":2,"score":0.7226163148880005},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7105534076690674},{"id":"https://openalex.org/C2777286243","wikidata":"https://www.wikidata.org/wiki/Q5591926","display_name":"Grading (engineering)","level":2,"score":0.7089031934738159},{"id":"https://openalex.org/C91803115","wikidata":"https://www.wikidata.org/wiki/Q6140603","display_name":"Telepathology","level":4,"score":0.6597535610198975},{"id":"https://openalex.org/C526805850","wikidata":"https://www.wikidata.org/wiki/Q188874","display_name":"Colorectal cancer","level":3,"score":0.5194065570831299},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5106151700019836},{"id":"https://openalex.org/C194051981","wikidata":"https://www.wikidata.org/wiki/Q1337691","display_name":"Economic shortage","level":3,"score":0.510517954826355},{"id":"https://openalex.org/C125473707","wikidata":"https://www.wikidata.org/wiki/Q9914","display_name":"H&E stain","level":3,"score":0.4399884343147278},{"id":"https://openalex.org/C19527891","wikidata":"https://www.wikidata.org/wiki/Q1120908","display_name":"Medical physics","level":1,"score":0.4384726285934448},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.4335804581642151},{"id":"https://openalex.org/C2780029942","wikidata":"https://www.wikidata.org/wiki/Q7935138","display_name":"Virtual microscopy","level":2,"score":0.4288095533847809},{"id":"https://openalex.org/C40993552","wikidata":"https://www.wikidata.org/wiki/Q514654","display_name":"Gold standard (test)","level":2,"score":0.4210798144340515},{"id":"https://openalex.org/C2775934546","wikidata":"https://www.wikidata.org/wiki/Q179991","display_name":"Biopsy","level":2,"score":0.41910409927368164},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.3730292320251465},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.33056068420410156},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.29945558309555054},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.22858703136444092},{"id":"https://openalex.org/C2779891985","wikidata":"https://www.wikidata.org/wiki/Q46994","display_name":"Telemedicine","level":3,"score":0.1991976797580719},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.12106510996818542},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C2778137410","wikidata":"https://www.wikidata.org/wiki/Q2732820","display_name":"Government (linguistics)","level":2,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C74864618","wikidata":"https://www.wikidata.org/wiki/Q2332446","display_name":"Staining","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","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":"D015179","descriptor_name":"Colorectal Neoplasms","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055088","descriptor_name":"Early Detection of Cancer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.1038/s41597-022-01450-y","doi":"https://doi.org/10.1038/s41597-022-01450-y","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41597-022-01450-y","pdf_url":"https://www.nature.com/articles/s41597-022-01450-y.pdf","source":{"id":"https://openalex.org/S2607323502","display_name":"Scientific Data","issn_l":"2052-4463","issn":["2052-4463"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-b","jufo-1","ki-jl-1","medline","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Data","raw_type":"journal-article"},{"id":"pmh:oai:pubmedcentral.nih.gov:9240013","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9240013","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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sci Data","raw_type":"Text"},{"id":"pmid:35764660","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35764660","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":"Scientific data","raw_type":"Dataset"},{"id":"pmh:oai:doaj.org/article:5f8f4ccb21fc4909ace9f93770435455","doi":null,"is_oa":false,"landing_page_url":"https://doaj.org/article/5f8f4ccb21fc4909ace9f93770435455","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scientific Data, Vol 9, Iss 1, Pp 1-7 (2022)","raw_type":"article"},{"id":"pmh:oai:edit.elte.hu:10831/113525","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/10831/113525","pdf_url":null,"source":{"id":"https://openalex.org/S4306400126","display_name":"ELTE Digital Institutional Repository (EDIT) (E\u00f6tv\u00f6s Lor\u00e1nd University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I106118109","host_organization_name":"E\u00f6tv\u00f6s Lor\u00e1nd University","host_organization_lineage":["https://openalex.org/I106118109"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1038/s41597-022-01450-y","doi":"https://doi.org/10.1038/s41597-022-01450-y","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41597-022-01450-y","pdf_url":"https://www.nature.com/articles/s41597-022-01450-y.pdf","source":{"id":"https://openalex.org/S2607323502","display_name":"Scientific Data","issn_l":"2052-4463","issn":["2052-4463"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-b","jufo-1","ki-jl-1","medline","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Data","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6240000128746033,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G113830941","display_name":null,"funder_award_id":"K128780","funder_id":"https://openalex.org/F4320336675","funder_display_name":"National Research, Development and Innovation Office"},{"id":"https://openalex.org/G2549988519","display_name":null,"funder_award_id":"2020-4.1.1.-TKP2020","funder_id":"https://openalex.org/F4320321102","funder_display_name":"Semmelweis Egyetem"},{"id":"https://openalex.org/G2643656560","display_name":null,"funder_award_id":"2020-4.1.1-TKP2020","funder_id":"https://openalex.org/F4320328991","funder_display_name":"Innov\u00e1ci\u00f3s \u00e9s Technol\u00f3giai Miniszt\u00e9rium"},{"id":"https://openalex.org/G4291881689","display_name":null,"funder_award_id":"TKP2020","funder_id":"https://openalex.org/F4320321994","funder_display_name":"Hungarian Scientific Research Fund"},{"id":"https://openalex.org/G5174589763","display_name":null,"funder_award_id":"2020-4.1.1-TKP2020","funder_id":"https://openalex.org/F4320336675","funder_display_name":"National Research, Development and Innovation Office"},{"id":"https://openalex.org/G6185407244","display_name":null,"funder_award_id":"K128780","funder_id":"https://openalex.org/F4320321994","funder_display_name":"Hungarian Scientific Research Fund"},{"id":"https://openalex.org/G6420385980","display_name":null,"funder_award_id":"TKP2020","funder_id":"https://openalex.org/F4320328991","funder_display_name":"Innov\u00e1ci\u00f3s \u00e9s Technol\u00f3giai Miniszt\u00e9rium"},{"id":"https://openalex.org/G6447174944","display_name":null,"funder_award_id":"2020-4.1.1.-TKP2020","funder_id":"https://openalex.org/F4320321994","funder_display_name":"Hungarian Scientific Research Fund"},{"id":"https://openalex.org/G7015593406","display_name":null,"funder_award_id":"TKP2020","funder_id":"https://openalex.org/F4320336675","funder_display_name":"National Research, Development and Innovation Office"},{"id":"https://openalex.org/G8284548683","display_name":null,"funder_award_id":"OTKA 128881","funder_id":"https://openalex.org/F4320321994","funder_display_name":"Hungarian Scientific Research Fund"},{"id":"https://openalex.org/G871050648","display_name":null,"funder_award_id":"128881","funder_id":"https://openalex.org/F4320321994","funder_display_name":"Hungarian Scientific Research Fund"},{"id":"https://openalex.org/G8797485977","display_name":null,"funder_award_id":"TKP2020","funder_id":"https://openalex.org/F4320321102","funder_display_name":"Semmelweis Egyetem"}],"funders":[{"id":"https://openalex.org/F4320321102","display_name":"Semmelweis Egyetem","ror":"https://ror.org/01g9ty582"},{"id":"https://openalex.org/F4320321994","display_name":"Hungarian Scientific Research Fund","ror":"https://ror.org/00v349e63"},{"id":"https://openalex.org/F4320328991","display_name":"Innov\u00e1ci\u00f3s \u00e9s Technol\u00f3giai Miniszt\u00e9rium","ror":"https://ror.org/02ey3ab96"},{"id":"https://openalex.org/F4320336675","display_name":"National Research, Development and Innovation Office","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4283658271.pdf","grobid_xml":"https://content.openalex.org/works/W4283658271.grobid-xml"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W1743647058","https://openalex.org/W1966292859","https://openalex.org/W2151439603","https://openalex.org/W2194775991","https://openalex.org/W2435090885","https://openalex.org/W2521492299","https://openalex.org/W2781596237","https://openalex.org/W2805886241","https://openalex.org/W2807907317","https://openalex.org/W2917837889","https://openalex.org/W2947710623","https://openalex.org/W2952481429","https://openalex.org/W2975691824","https://openalex.org/W2998010746","https://openalex.org/W3000028066","https://openalex.org/W3004227146","https://openalex.org/W4393632381","https://openalex.org/W4393781039","https://openalex.org/W6759431858","https://openalex.org/W6921615136","https://openalex.org/W6958975588"],"related_works":["https://openalex.org/W4415427287","https://openalex.org/W4378173476","https://openalex.org/W4378908620","https://openalex.org/W4288725068","https://openalex.org/W3089084610","https://openalex.org/W3080854745","https://openalex.org/W7110522372","https://openalex.org/W4312105424","https://openalex.org/W3130835959","https://openalex.org/W2953481067"],"abstract_inverted_index":{"Abstract":[0],"Histopathology":[1],"is":[2,40,145],"the":[3,18,31,117],"gold":[4],"standard":[5],"method":[6],"for":[7,17,26,67,127],"staging":[8],"and":[9,13,180],"grading":[10],"human":[11],"tumors":[12],"provides":[14],"critical":[15],"information":[16],"oncoteam\u2019s":[19],"decision":[20,46],"making.":[21],"Highly-trained":[22],"pathologists":[23,89],"are":[24,106,124,163],"needed":[25],"careful":[27],"microscopic":[28],"analysis":[29],"of":[30,59,70],"slides":[32],"produced":[33],"from":[34,37,56],"tissue":[35,157],"taken":[36],"biopsy.":[38,115],"This":[39],"a":[41,57,146],"time-consuming":[42],"process.":[43],"A":[44,142],"reliable":[45],"support":[47],"system":[48],"would":[49],"assist":[50],"healthcare":[51],"systems":[52],"that":[53],"often":[54],"suffer":[55],"shortage":[58],"pathologists.":[60],"Recent":[61],"advances":[62],"in":[63,90,95,139],"digital":[64,103,134],"pathology":[65],"allow":[66],"high-resolution":[68],"digitalization":[69],"pathological":[71,130],"slides.":[72],"Digital":[73],"slide":[74],"scanners":[75],"combined":[76],"with":[77],"modern":[78],"computer":[79],"vision":[80],"models,":[81],"such":[82],"as":[83,165],"convolutional":[84],"neural":[85],"networks,":[86],"can":[87],"help":[88],"their":[91],"everyday":[92],"work,":[93],"resulting":[94],"shortened":[96],"diagnosis":[97,179],"times.":[98],"In":[99],"this":[100,169],"study,":[101],"200":[102,133],"whole-slide":[104,118],"images":[105],"published":[107],"which":[108],"were":[109],"collected":[110],"via":[111],"hematoxylin-eosin":[112],"stained":[113],"colorectal":[114,176],"Alongside":[116],"images,":[119],"detailed":[120],"region":[121],"level":[122],"annotations":[123],"also":[125],"provided":[126],"ten":[128],"relevant":[129],"classes.":[131],"The":[132],"slides,":[135],"after":[136],"pre-processing,":[137],"resulted":[138],"101,389":[140],"patches.":[141],"single":[143],"patch":[144],"512":[147,149],"\u00d7":[148,154],"pixel":[150],"image,":[151],"covering":[152],"248":[153,155],"\u03bcm2":[156],"area.":[158],"Versions":[159],"at":[160],"higher":[161],"resolution":[162],"available":[164],"well.":[166],"Hopefully,":[167],"HunCRC,":[168],"widely":[170],"accessible":[171],"dataset":[172],"will":[173],"aid":[174],"future":[175],"cancer":[177],"computer-aided":[178],"research.":[181]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":5}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2022-06-29T00:00:00"}