{“id”:“https://openalex.org/W2901612843“,”doi“:”https://doi.org/10.1038/s41746-019-0112-2“,”title“:“改进前列腺癌Gleason评分的深度学习算法的开发与验证”,”display_name“:“提高前列腺癌Glreason评分的深层学习算法的研发与验证”“publication_year”:2019,”publication_date“:”2019-06-07“,”ids“:{”openalex“:”https://openalex.org/W2901612843“,”doi“:”https://doi.org/10.1038/s41746-019-0112-2“,”mag“:”2901612843“,”pmid“:”https://pubmed.ncbi.nlm.nih.gov/31304394“,”pmcid“:”https://www.ncbi.nlm.nih.gov/pmc/articles/6555810“},”language“:”en“,”primary_location“:{”is_oa“:true,”landing_page_url“:”https://doi.org/10.1038/s41746-019-0112-2,“pdf_url”:https://www.nature.com/articles/s41746-019-0112-2.pdf,“源”:{“id”:https://openalex.org/S4210195431“,”display_name“:”npj digital medicine“,”issn_l“:”2398-6352“,”isn“:[”2398-60352“],”is_oa“:true,”is-in_doaj“:true,”host_organization“:”https://openalex.org/P4310319908“,”“host_organization_name”:“Nature Portfolio”,“host_organization_lineage”:[“https://openalex.org/P431031908","https://openalex.org/P4310319965“],”host_organization_lineage_names“:[”Nature Portfolio“,”Springer Nature“],“type”:“journal”},“license”:“cc-by”,“licence_id”:“https://openalex.org/licenses/cc-by“,”version“:”publishedVersion“,”is_accepted“:true,”is_published“:true},”type“:”article“,”type_crossref“:“journal-article”,”indexed_in“:[”arxiv“,”crossref“,”datacite“,”publibmed“],”open_access“:{”is_oa“:true,”oa_status“:”gold“,”oa_url“:”https://www.nature.com/articles/s41746-019-0112-2.pdf“,”any_repository_has_fulltext“:true},”authorships“:[{”author_position“:”第一“,”作者“:{”id“:”https://openalex.org/A5069876889“,”display_name“:”Kunal Nagpal“,”orcid“:null},”institutions“:[{”id“:”https://openalex.org/I1291425158“,”display_name“:”谷歌(美国)“,”错误“:”https://ror.org/00njsd438“,”country_code“:”US“,”type“:“company”,”lineage“:[”https://openalex.org/I1291425158","https://openalex.org/I4210128969“]}],”国家“:[”美国“],”is_corresponding“:false,”raw_author_name“:”Kunal Nagpal“,”raw _ afiliation_strings“:[“Google AI Healthcare,Google,Mountain View,CA,USA”]},{“author_position”:“middle”,“author”:{“id”:“https://openalex.org/A5013940751“,”display_name“:”Davis Foote“,”orcid“:null},”institutions“:[{”id“:”https://openalex.org/I1291425158“,”display_name“:”谷歌(美国)“,”错误“:”https://ror.org/00njsd438“,”country_code“:”US“,”type“:“company”,”lineage“:[”https://openalex.org/I1291425158","https://openalex.org/I4210128969“]}],”countries“:[”US“],”is_corresponding“:false,”raw_author_name“:”Davis Foote“,”raw_affiation_strings“:[”谷歌人工智能医疗保健,谷歌,山景城,CA,USA“]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5078784976“,”display_name“:”Yun Liu“,”orcid“:”https://orcid.org/0000-0003-4079-8275},“机构”:[{“id”:https://openalex.org/I1291425158“,”display_name“:”谷歌(美国)“,”错误“:”https://ror.org/00njsd438“,”country_code“:”US“,”type“:“company”,”lineage“:[”https://openalex.org/I1291425158","https://openalex.org/I4210128969“]}],”国家“:[”美国“],”is_corresponding“:false,”raw_author_name“:”Yun Liu“,”raw _affiliation_strings“:[“谷歌人工智能医疗,谷歌,加州山景城,美国”]},{“author_position”:“middle”,“author”:{“id”:“https://openalex.org/A5039111176“,”display_name“:”Po-Hsuan Cameron Chen“,”orcid“:”https://orcid.org/0000-0002-0083-4991},“机构”:[{“id”:https://openalex.org/I1291425158“,”display_name“:”谷歌(美国)“,”错误“:”https://ror.org/00njsd438“,”country_code“:”US“,”type“:“company”,”lineage“:[”https://openalex.org/I1291425158","https://openalex.org/I4210128969“]}],”国家“:[”美国“],”is_corresponding“:false,”raw_author_name“:”Po-Hsuan Cameron Chen“,”raw _ afiliation_strings“:[“谷歌人工智能医疗,谷歌,山景城,加利福尼亚州,美国”]},{“author_position”:“middle”,“author”:{“id”:“https://openalex.org/A5076826749“,”display_name“:”Ellery Wulczyn“,”orcid“:null},”institutions“:[{”id“:”https://openalex.org/I1291425158“,”display_name“:”谷歌(美国)“,”错误“:”https://ror.org/00njsd438“,”country_code“:”US“,”type“:“company”,”lineage“:[”https://openalex.org/I1291425158","https://openalex.org/I4210128969“]}],”国家“:[”美国“],”is_corresponding“:false,”raw_author_name“:”Ellery Wulczyn“,”raw_affiliation_strings“:[“谷歌人工智能医疗,谷歌,山景城,加利福尼亚州,美国”]},{“author_position”:“middle”,“author”:{“id”:“https://openalex.org/A5082073517“,”display_name“:”Fraser Elisabeth Tan“,”orcid“:null},”institutions“:[{”id“:”https://openalex.org/I1291425158“,”display_name“:”谷歌(美国)“,”错误“:”https://ror.org/00njsd438“,”country_code“:”US“,”type“:“company”,”lineage“:[”https://openalex.org/I1291425158","https://openalex.org/I4210128969“]}],”国家“:[”美国“],”is_corresponding“:false,”raw_author_name“:”Fraser Tan“,”raw _affiliation_strings“:[“谷歌人工智能医疗,谷歌,山景城,加利福尼亚州,美国”]},{“author_position”:“middle”,“author”:{“id”:“https://openalex.org/A5036703455“,”display_name“:”Niels Olson“,”orcid“:”https://orcid.org/0000-0003-2079-9641},“机构”:[{“id”:https://openalex.org/I1296080982“,”display_name“:”圣地亚哥海军医疗中心“,”ror“:”网址:https://ror.org/02n14ez29“,”country_code“:“美国”,”type“:”healthcare“,”seriance“:[”https://openalex.org/I1296080982","https://openalex.org/I1330347796","https://openalex.org/I3130687028“]}],”国家“:[”美国“],”is_corresponding“:false,”raw_author_name“:”尼尔斯·奥尔森“,”raw_affiliation_strings“:[“美国加利福尼亚州圣地亚哥海军医学中心圣地亚哥实验室部”]},{“author_position”:“middle”,“author”:{“id”:“https://openalex.org/A5050883476“,”display_name“:”Jenny L.Smith“,”orcid“:”https://orcid.org/0000-0003-0402-2779},“机构”:[{“id”:https://openalex.org/I1296080982“,”display_name“:”圣地亚哥海军医疗中心“,”ror“:”https://ror.org/02n14ez29“,”country_code“:“美国”,”type“:”healthcare“,”seriance“:[”https://openalex.org/I1296080982","https://openalex.org/I1330347796","https://openalex.org/I3130687028“]}],”国家“:[”美国“],”is_corresponding“:false,”raw_author_name“:”Jenny L.Smith“,”raw_affiliation_strings“:[“美国加利福尼亚州圣地亚哥海军医学中心实验室部”]},{“author_position”:“middle”,“author”:{“id”:“https://openalex.org/A5050858581“,”display_name“:”Arash Mohtashamian“,”orcid“:null},”institutions“:[{”id“:”https://openalex.org/I1296080982“,”display_name“:”圣地亚哥海军医疗中心“,”ror“:”https://ror.org/02n14ez29“,”country_code“:“美国”,”type“:”healthcare“,”seriance“:[”https://openalex.org/I1296080982","https://openalex.org/I1330347796","https://openalex.org/I3130687028“]}],”国家“:[”美国“],”is_corresponding“:false,”raw_author_name“:”Arash Mohtashamian“,”raw _ afiliation_strings“:[“美国加利福尼亚州圣地亚哥海军医学中心圣地亚哥实验室”]},{“author_position”:“middle”,“author”:{“id”:“https://openalex.org/A5076378363“,”display_name“:”James H.Wren“,”orcid“:null},”institutions“:[{”id“:”https://openalex.org/I4210100506“,”display_name“:”Jackson Foundation“,”ror“:”https://ror.org/00jkq3860“,”country_code“:”US“,”type“:“非营利”,”世系“:[”https://openalex.org/I4210100506“]},{”id“:”https://openalex.org/I1280259254“,”display_name“:”Henry M.Jackson Foundation“,”ror“:”https://ror.org/04q9tew83“,”country_code“:”US“,”type“:“非营利”,”世系“:[”https://openalex.org/I1280259254“]}],”国家“:[”美国“],”is_corresponding“:false,”raw_author_name“:”James H.Wren“,”raw关联字符串“:[“Henry M.Jackson Foundation,Bethesda,MD,USA”]},{“author_position”:“middle”,“author”:{“id”:“https://openalex.org/A5066927687“,”display_name“:”Gregory S.Corrado“,”orcid“:null},”institutions“:[{”id“:”https://openalex.org/I1291425158“,”display_name“:”谷歌(美国)“,”错误“:”https://ror.org/00njsd438“,”country_code“:”US“,”type“:“company”,”lineage“:[”https://openalex.org/I1291425158","https://openalex.org/I4210128969“]}],”国家“:[”美国“],”is_corresponding“:false,”raw_author_name“:”Gregory S.Corrado“,”raw _ afiliation_strings“:[“谷歌人工智能医疗,谷歌,山景城,加利福尼亚州,美国”]},{“author_position”:“middle”,“author”:{“id”:“https://openalex.org/A505588368“,”display_name“:”Robert D.Macdonald“,”orcid“:”https://orcid.org/0000-0001-9935-6055},“机构”:[{“id”:https://openalex.org/I1291425158“,”display_name“:”谷歌(美国)“,”错误“:”https://ror.org/00njsd438“,”country_code“:”US“,”type“:“company”,”lineage“:[”https://openalex.org/I1291425158","https://openalex.org/I4210128969“]}],”国家“:[”美国“],”is_corresponding“:false,”raw_author_name“:”罗伯特·麦克唐纳“,”raw _ afiliation_strings“:[“谷歌人工智能医疗,谷歌,山景城,加利福尼亚州,美国”]},{“author_position”:“middle”,“author”:{“id”:“https://openalex.org/A5063867870“,”display_name“:”Lily Peng“,”orcid“:”https://orcid.org/0009-000950-0526},“机构”:[{“id”:https://openalex.org/I1291425158“,”display_name“:”谷歌(美国)“,”错误“:”https://ror.org/00njsd438“,”country_code“:”US“,”type“:“company”,”lineage“:[”https://openalex.org/I1291425158","https://openalex.org/I4210128969“]}],”国家“:[”美国“],”is_corresponding“:false,”raw_author_name“:”Lily Peng“,”raw _affiliation_strings“:[“谷歌人工智能医疗,谷歌,加州山景城,美国”]},{“author_position”:“middle”,“author”:{“id”:“https://openalex.org/A5043709533“,”display_name“:”Mahul B.Amin“,”orcid“:”https://orcid.org/0000-0001-5943-3634},“机构”:[{“id”:https://openalex.org/I160606119“,”display_name“:”田纳西大学健康科学中心“,”ror“:”https://ror.org/0011qv509“,”country_code“:”US“,”type“:“教育”,”世系“:[”https://openalex.org/I160606119“]}],”国家“:[”美国“],”is_corresponding“:false,”raw_author_name“:”Mahul B.Amin“,”raw _ afiliation_strings“:[“田纳西大学卫生科学中心病理与实验医学系,美国田纳西州孟菲斯”]},{“author_position”:“middle”,“author”:{“id”:“https://openalex.org/A5036500538“,”display_name“:”Andrew Evans“,”orcid“:”https://orcid.org/0009-0002-8696-7708},“机构”:[{“id”:https://openalex.org/I1325899441“,”display_name“:”大学卫生网“,”ror“:”https://ror.org/042xt5161“,”“country_code”“:”CA“,”type“:”healthcare“,”seriance“:[”https://openalex.org/I1325899441“]},{”id“:”https://openalex.org/I185261750“,”display_name“:”多伦多大学“,”ror“:”https://ror.org/03dbr7087“,”country_code“:”CA“,”type“:“教育”,”世系“:[”https://openalex.org/I185261750“]}],”国家“:[”CA“],”is_corresponding“:false,”raw_author_name“:”Andrew J.Evans“,”raw _affiliation_strings“:[“加拿大安大略省多伦多市多伦多大学卫生网络和多伦多大学病理学、实验医学和病理学系”]},{“author_position”:“middle”,“author”:{“id”:“https://openalex.org/A5067814797“,”display_name“:”Ankur R.Sangoi“,”orcid“:”https://orcid.org/0000-0003-0874-8964},“机构”:[{“id”:https://openalex.org/I2800940521“,”display_name“:”El Camino Hospital“,”ror“:”https://ror.org/01k08w337“,”country_code“:“美国”,”type“:”healthcare“,”seriance“:[”https://openalex.org/I2800940521“]}],”国家“:[”美国“],”is_corresponding“:false,”raw_author_name“:”Ankur R.Sangoi“,”raw _affiliation_strings“:[“美国加利福尼亚州山景城El Camino医院病理科”]},{“author_position”:“middle”,“author”:{“id”:“https://openalex.org/A50877778452“,”display_name“:”Craig H.Mermel“,”orcid“:”https://orcid.org/0000-0002-0816-3395},“机构”:[{“id”:https://openalex.org/I1291425158“,”display_name“:”谷歌(美国)“,”错误“:”https://ror.org/00njsd438“,”country_code“:”US“,”type“:“company”,”lineage“:[”https://openalex.org/I1291425158","https://openalex.org/I4210128969“]}],”国家“:[”美国“],”is_corresponding“:false,”raw_author_name“:”Craig H.Mermel“,”raw _ afiliation_strings“:[“Google AI Healthcare,Google,Mountain View,CA,USA”]},{“author_position”:“middle”,“author”:{“id”:“https://openalex.org/A5090319728“,”display_name“:”Jason Hipp“,”orcid“:”https://orcid.org/0000-0002-6465-0139},“机构”:[{“id”:https://openalex.org/I1291425158“,”display_name“:”谷歌(美国)“,”错误“:”https://ror.org/00njsd438“,”country_code“:”US“,”type“:“company”,”lineage“:[”https://openalex.org/I1291425158","https://openalex.org/I4210128969“]}],”国家“:[”美国“],”is_correresponsing“:false,”raw_author_name“:”杰森·D·希普“,”raw_affiation_strings“:[”谷歌人工智能医疗保健,谷歌,山景城,CA,USA“]},{”author_position“:”last“,”author“:{”id“:”https://openalex.org/A5021041237“,”display_name“:”Martin C.Stumpe“,”orcid“:”https://orcid.org/0000-0003-1402-6749},“机构”:[{“id”:https://openalex.org/I1291425158“,”display_name“:”谷歌(美国)“,”错误“:”https://ror.org/00njsd438“,”country_code“:”US“,”type“:“company”,”lineage“:[”https://openalex.org/I1291425158","https://openalex.org/I4210128969“]}],”国家“:[”美国“],”is_corresponding“:false,”raw_author_name“:”Martin C.Stumpe“,”raw _ afiliation_strings“:[“谷歌人工智能医疗,谷歌,山景城,加利福尼亚州,美国”]}]“countries _ distinct_count”:2,”institutions _ disting_count“:8,”corresponding_author_ids“:[],”correcponding_institution_ids”:[]“apc_list”:{“value”:3060,“currency”:“USD”,“value_usd“:3060,”provenance“:”doaj“},”apc_payed“:{”value“:3030,”currency“:”usd“,”value_usd:3060,“provenance”:“doaj”},“has_fulltext”:true,“fulltext_origin”:“ngrams”,“cited_by_count”:304,“cited_by_percentile_year”:{“min”:99,“max”:100},《图书》:{卷:“2”,“发行”:“1”,“”first_page“:null,”last_page“:null},”is_retracted“:false,”is_paratext“:false,”主主题“:{”id“:”https://openalex.org/T10124“,”display_name“:”前列腺癌研究与治疗“,”score“:0.9993,”subfield“:{”id“:”https://openalex.org/subfields/2740“,”display_name“:”肺与呼吸医学“},”字段“:{”id“:”https://openalex.org/fields/27“,”display_name“:”Medicine“},”domain“:{”id“:”https://openalex.org/domains/4“,”display_name“:”Health Sciences“}},”topics“:[{”id“:”https://openalex.org/T10124“,”“display_name”:“前列腺癌研究与治疗”,“score”:0.9993,“subfield”:{“id”:“https://openalex.org/subfields/2740“,”display_name“:”肺与呼吸医学“},”字段“:{”id“:”https://openalex.org/fields/27“,”display_name“:”Medicine“},”domain“:{”id“:”https://openalex.org/domains/4“,”display_name“:”健康科学“}},{”id“:”https://openalex.org/T10862“,”“display_name”:“医学图像分析深度学习”,“score”:0.9984,“subfield”:{“id”:“https://openalex.org/subfields/1702“,”display_name“:”人工智能“},”字段“:{”id“:”https://openalex.org/fields/17“,”display_name“:”Computer Science“},”domain“:{”id“:”https://openalex.org/domains/3“,”display_name“:”物理科学“}},{”id“:”https://openalex.org/T12422“,”“display_name”:“医学成像分析中的放射学”,“score”:0.9947,“subfield”:{“id”:“https://openalex.org/subfields/2741“,”“display_name”:“放射、核医学和成像”},“字段”:{“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/gleason-grading网站“,”display_name“:”Gleason Grading“,”score“:0.564179},{”id“:”https://openalex.org/keywords/whole-slide-imaging(https://openalex.org/keywords/whole-slide-imaging)“,”display_name“:”整张幻灯片成像“,”score“:0.547542},{”id“:”https://openalex.org/keywords/cancer-imaging“,”display_name“:”癌症成像“,”score“:0.509507},{”id“:”https://openalex.org/keywords/dep-learning网站“,”display_name“:”深度学习“,”score“:0.500684}],”concepts“:[{”id“:”https://openalex.org/C2780192828,“wikidata”:https://www.wikidata.org/wiki/Q181257“,”display_name“:”前列腺癌“,”level“:3,”score“:0.74266183},{”id“:”https://openalex.org/C71924100,“wikidata”:https://www.wikidata.org/wiki/Q11190“,”display_name“:”Medicine“,”level“:0,”score“:0.6538389},{”id“:”https://openalex.org/C133507102,“wikidata”:https://www.wikidata.org/wiki/Q4712977“,”display_name“:”泌尿生殖系统“,”level“:2,”score“:0.55365473},{”id“:”https://openalex.org/C2776235491,“wikidata”:https://www.wikidata.org/wiki/Q9625“,”display_name“:”前列腺“,”level“:3,”score“:0.48956022},{”id“:”https://openalex.org/C2984538763,“wikidata”:https://www.wikidata.org/wiki/Q2260590“,”display_name“:”评分系统“,”level“:2,”score“:0.4753154},{”id“:”https://openalex.org/C9893847,“wikidata”:https://www.wikidata.org/wiki/Q1425625“,”display_name“:”再现性“,”level“:2,”score“:0.47181404},{”id“:”https://openalex.org/C19527891,“wikidata”:https://www.wikidata.org/wiki/Q1120908“,”display_name“:”医学物理学“,”level“:1,”score“:0.376824},{”id“:”https://openalex.org/C126838900,“wikidata”:https://www.wikidata.org/wiki/Q77604“,”display_name“:”放射学“,”level“:1,”score“:0.34947053},{”id“:”https://openalex.org/C121608353,“wikidata”:https://www.wikidata.org/wiki/Q12078“,”display_name“:”Cancer“,”level“:2,”score“:0.34598866},{”id“:”https://openalex.org/C154945302,“wikidata”:https://www.wikidata.org/wiki/Q11660“,”display_name“:”人工智能“,”level“:1,”score“:0.33691734},{”id“:”https://openalex.org/C11413529,“wikidata”:https://www.wikidata.org/wiki/Q8366“,”display_name“:”Algorithm“,”level“:1,”score“:0.33209357},{”id“:”https://openalex.org/C41008148,“wikidata”:https://www.wikidata.org/wiki/Q21198“,”display_name“:”计算机科学“,”level“:0,”score“:0.29987192},{”id“:”https://openalex.org/C12632202,“wikidata”:https://www.wikidata.org/wiki/Q11180“,”display_name“:”内科“,”level“:1,”score“:0.14575067},{”id“:”https://openalex.org/C105795698,“wikidata”:https://www.wikidata.org/wiki/Q12483“,”display_name“:”Statistics“,”level“:1,”score“:0.09812826},{”id“:”https://openalex.org/C33923547,“wikidata”:https://www.wikidata.org/wiki/Q395“,”display_name“:”Mathematics“,”level“:0,”score“:0.08122781}],”mesh“:[],”locations_count“:7,”location“:[{”is_oa“:true,”landing_page_url“:”https://doi.org/10.1038/s41746-019-0112-2,“pdf_url”:https://www.nature.com/articles/s41746-019-0112-2.pdf,“源”:{“id”:https://openalex.org/S4210195431“,”display_name“:”npj digital medicine“,”issn_l“:”2398-6352“,”isn“:[”2398-60352“],”is_oa“:true,”is-in_doaj“:true,”host_organization“:”https://openalex.org/P431031908“,”“host_organization_name”:“Nature Portfolio”,“host_organization_lineage”:[“https://openalex.org/P431031908","https://openalex.org/P4310319965“],”host_organization_lineage_names“:[”Nature Portfolio“,”Springer Nature“],“type”:“journal”},“license”:“cc-by”,“licence_id”:“https://openalex.org/licenses/cc-by“,”version“:”publishedVersion“,”is_accepted“:true,”is_published“:true},{”is_oa“:true,”landing_page_url“:”https://arxiv.org/abs/1811.06497,“pdf_url”:https://arxiv.org/pdf/1811.06497,“源”:{“id”:https://openalex.org/S4306400194“,”display_name“:”arXiv(康奈尔大学)“,”issn_l“:null,”issn“:null,”is_oa“:true,”is_ in_doaj“:false,”host_organization“:”https://openalex.org/I205783295“,”“host_organization_name”:“康奈尔大学”,“host_organization_lineage”:[“https://openalex.org/I205783295“],”host_organization_lineage_names“:[”Cornell University“],“type”:“repository”},“license”:null,“licence_id”:null,“version”:“submittedVersion”,“is_accepted”:false,“is_published”:false},{“is_oa”:true,“landing_page_url”:“https://europepmc.org/articles/pmc6555810,“pdf_url”:https://europepmc.org/articles/pmc6555810?pdf=render,“源”:{“id”:https://openalex.org/S4306400806“,”display_name“:”欧洲PMC(PubMed Central)“,”issn_l“:null,”issn“:null,”is_oa“:true,”is_in_doaj“:false,”host_organization“:”https://openalex.org/I1303153112“,”“host_organization_name”:“欧洲生物信息学研究所”,“host_organization_lineage”:[“https://openalex.org/I1303153112“],”host_organization_lineage_names“:[”欧洲生物信息学研究所“],“type”:“repository”},“license”:“cc-by”,“licence_id”:“https://openalex.org/licenses/cc-by“,”version“:”publishedVersion“,”is_accepted“:true,”is_published“:true},{”is_oa“:true,”landing_page_url“:”https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6555810“,”pdf_url“:空,”源“:{”id“:”https://openalex.org/S2764455111“,”display_name“:”PubMed Central“,”issn_l“:null,”issn“:null,”is_oa“:true,”is_ in_doaj“:false,”host_organization“:”https://openalex.org/I1299303238“,”“host_organization_name”:“美国国立卫生研究院”,“host_ordanization_lineage”:[“https://openalex.org/I1299303238“],”host_organization_lineage_names“:[”National Institutes of Health“],“type”:“repository”},“license”:null,“licence_id”:null,“version”:“publishedVersion”,“is_accepted”:true,“is_published”:true},{“is_oa”:true,“landing_page_url”:“http://arxiv.org/abs/1811.06497,“pdf_url”:http://arxiv.org/pdf/1811.06497,“源”:{“id”:https://openalex.org/S4306400194“,”display_name“:”arXiv(康奈尔大学)“,”issn_l“:null,”issn“:null,”is_oa“:true,”is_ in_doaj“:false,”host_organization“:”https://openalex.org/I205783295“,”“host_organization_name”:“康奈尔大学”,“host_organization_lineage”:[“https://openalex.org/I205783295“],”host_organization_lineage_names“:[”Cornell University“],“type”:“repository”},“license”:null,“licence_id”:null,“version”:“submittedVersion”,“is_accepted”:false,“is_published”:false},{“is_oa”:false,“landing_page_url”:“https://pubmed.ncbi.nlm.nih.gov/31304394“,”pdf_url“:空,”源“:{”id“:”https://openalex.org/S4306525036“,”display_name“:”PubMed“,”issn_l“:null,”issn“:null,”is_oa“:false,”is_ in_doaj“:false,”host_organization“:”https://openalex.org/I1299303238“,”“host_organization_name”:“美国国立卫生研究院”,“host_ordanization_lineage”:[“https://openalex.org/I1299303238“],”host_organization_lineage_names“:[”National Institutes of Health“],“type”:“repository”},“license”:null,“licence_id”:null,“version”:null,“is_accepted”:false,“is_published”:false},{“is_oa”:false,“landing_page_url”:“https://api.datacite.org/dois/10.48550/arxiv.1811.06497“,”pdf_url“:空,”源“:{”id“:”https://openalex.org/S4393179698“,”display_name“:”DataCite API“,”issn_l“:null,”issn“:null,”is_oa“:true,”is_ in_doaj“:false,”host_organization“:”https://openalex.org/I4210145204“,”“host_organization_name”:“DataCite”,“host_organization_lineage”:[“https://openalex.org/I4210145204“],”host_organization_lineage_names“:[”DataCite“],“type”:“metadata”},“license”:null,“licence_id”:null,“version”:null}],“best_oa_location”:{“is_oa”:true,“landing_page_url”:“https://doi.org/10.1038/s41746-019-0112-2,“pdf_url”:https://www.nature.com/articles/s41746-019-0112-2.pdf,“源”:{“id”:https://openalex.org/S4210195431“,”display_name“:”npj digital medicine“,”issn_l“:”2398-6352“,”isn“:[”2398-60352“],”is_oa“:true,”is-in_doaj“:trues,”host_organization“:”https://openalex.org/P431031908“,”“host_organization_name”:“Nature Portfolio”,“host_organization_lineage”:[“https://openalex.org/P431031908","https://openalex.org/P4310319965“],”host_organization_lineage_names“:[”Nature Portfolio“,”Springer Nature“],“type”:“journal”},“license”:“cc-by”,“licence_id”:“https://openalex.org/licenses/cc-by“,”version“:”publishedVersion“,”is_accepted“:true,”is_published“:true},”sustainable_development_goals“:[{”score“:0.52,”id“:”https://metadata.un.org/sdg/3“,”display_name“:”Good health and wellability“}],”grants“:[],”datasets“:[],”versions“:[”https://openalex.org/W2901612843","https://openalex.org/W3104931562“],”referenced_works_count“:53,”referrenced_works“:[”https://openalex.org/W1545430154","https://openalex.org/W1580788756","https://openalex.org/W1806046400","https://openalex.org/W1961674496","https://openalex.org/W1977551372","https://openalex.org/W2004616400","https://openalex.org/W2007397149","https://openalex.org/W2032076779","https://openalex.org/W2034992378","https://openalex.org/W2053154970","https://openalex.org/W2081629172","https://openalex.org/W2083043726","https://openalex.org/W2100001148","https://openalex.org/W2102235862","https://openalex.org/W2103088698网址","https://openalex.org/W2104180056","https://openalex.org/W2112539900","https://openalex.org/W2131415585","https://openalex.org/W2134951874","https://openalex.org/W2146071495","https://openalex.org/W2158485828","https://openalex.org/W2183341477","https://openalex.org/W2264887978网址","https://openalex.org/W2294284738","https://openalex.org/W2301685087","https://openalex.org/W2332913015","https://openalex.org/W2340422569","https://openalex.org/W2443266644","https://openalex.org/W2531409750","https://openalex.org/W2557738935","https://openalex.org/W2581082771","https://openalex.org/W2592285328","https://openalex.org/W2592936145","https://openalex.org/W2593134963","https://openalex.org/W2618004756","https://openalex.org/W2747085440","https://openalex.org/W2758333670","https://openalex.org/W2772246530","https://openalex.org/W2772723798","https://openalex.org/W2788633781","https://openalex.org/W2792527495","https://openalex.org/W2795989238","https://openalex.org/W2806853752","https://openalex.org/W2886281300","https://openalex.org/W2894917609","https://openalex.org/W2895559788","https://openalex.org/W2896817483","https://openalex.org/W2897434820","https://openalex.org/W2949226441","https://openalex.org/W2964081807","https://openalex.org/W2966884791","https://openalex.org/W4245001167","https://openalex.org/W759231069“],”related_works“:[”https://openalex.org/W3015759778","https://openalex.org/W2417696084","https://openalex.org/W2413717610","https://openalex.org/W2376423713","https://openalex.org/W2368782778","https://openalex.org/W2088520467","https://openalex.org/W2087830269","https://openalex.org/W2075763133","https://openalex.org/W1973270181","https://openalex.org/W1583600832“],”ngrams_url“:”https://api.openalex.org/works/W2901612843/ngrams网站“,”“abstract_inverted_index”:{“For”:[0],“prostate”:[1],“cancer”:[2],“patients”:[3],“the”:[4,10,20,87,97130150167],“Gleason”:[5,23,48133152168],“score”:[6],“is”:[7,25143],“one”:[8],“of”:[9,19,31,52,74108132166],“most”:[11],“important”:[12],“预后”:[13],“factors,“:[14],”潜在“:[15],”确定“:[16],”治疗“:[17],”独立“:[18,71],”阶段。“:[21],”“然而,”:[22],“评分”:[24,49134],“基于”:[26],“依据”:[27,69,96],“主观”:[28],“显微镜”:[29],“检查”:[30],“肿瘤”:[32160],“形态学”:[33],“和”:[34,6713135158],“患者”:[35],“来自”:[36,64],“较差”:[37],“再现性。“:[38],”Here“:[39],”we“:[40],”present“:[41],”a“:[42,79103],”deep“:[43],”learning“:[44],”system“:[45,5153169],”(DLS)“:[46],”for“:[47164],”整张幻灯片“:[50],”images“:[51],”前列腺切除术。“:[53],”我们的“:[54126],”是“:[56,94],”开发“:[57],”使用“:[58],”112“:[59],”百万“:[60],”病理学家注释“:[61],”图像“:[62],”补丁“:[63],”1226“:[65],”幻灯片,“:[66],”评估“:[68],”an“:[70],”验证“:[72,98],”数据集“:[73],”331“:[75],”幻灯。“:[76],”比较“:[77],”到“:[78122154],”参考“:[80],”标准“:[81],”提供“:[82],”由“:[83],”泌尿生殖道“:[84],”病理学“:[85],”专家“:[86],”平均“:[88],”准确度“:[89107131],”中间“:[90],”29“:[91],”一般“:[92],”病理学家“:[93],”0.61“:[95],”set。“:[99],”The“:[100145],”DLS“:[101146],”achieved“:[102],”significally“:[104],”higher“:[105],”diagnostic“:[106],”0.70“:[109],”(p“:[110],”=“:[111],”0.002)“:[112],”trended“:[114],”towards“:[115],”better“:[116],”patient“:[117],”risk“:[118],”structioning“:[119],”in“:[120],“相关性”:[121],“临床”:[123],“随访”:[124],“数据”。“:[125],”方法“:[127],”可能“:[128],”改善“:[129],”后续“:[136],”治疗“:[137],”决定“:[138],”特别“:[139],”其中“:[140],”专家“:[141],”专业知识“:[142],”不可用。“:[144],”“also”“:[147],”gos“:[148],”beyond“:[149],”current“:[151],”more“:[155],”finish“:[156],”characterize“:[157],”quantitate“:[159],”形态学“:[161],”provided“:[162],”opportunities“:[163],”exterision“:[165],”self。“:[170]},”cited_by_api_url“:”https://api.openalex.org/works?filter=引用:W2901612843“,”counts_by_year“:[{”年“:2024,”cited_by_count“:19},{”年份“:2023,”cited_by_count”:46},“年份”:2022,“cited_by_counts”:59},”年“:2021,”citecd_by_count“:93},,”年”:2020,“cited_by_count):65},‘年’:2019,”citted_by-count“:20}],”更新日期“:”2024-06-08T17:26:27.6124 67“,”创建日期“:”2018-11-29“}