{“id”:“https://openalex.org/W4281828975“,”doi“:”https://doi.org/10.3233/shti220175“,”title“:“深度学习和可解释人工智能预测患者2019年城乡医院级别的选择”,“display_name”:“深度研究和可解释的人工智能预测病人2019年农村医院级别的决定”,“publication_year”:2022,“publiation_date”:“2022-06-06”,“ids“:{”openalex“:”https://openalex.org/W4281828975“,”doi“:”https://doi.org/10.3233/shti220175“,”pmid“:”https://pubmed.ncbi.nlm.nih.gov/35673114“},”language“:”en“,”primary_location“:{”is_oa“:true,”landing_page_url“:”https://doi.org/10.3233/shti220175,“pdf_url”:https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI220175,“源”:{“id”:https://openalex.org/S4210179765“,”display_name“:”卫生技术和信息学研究“,”issn_l“:”0926-9630“,”isn“:[”09269-9630“,”1879-8365“],”is_oa“:false,”is-in_doaj“:false,”is_core“:true,”host_organization“:”https://openalex.org/P4310318577“,”“host_organization_name”:“IOS新闻”,“host_organization_lineage”:[“https://openalex.org/P4310318577“],”host_organization_lineage_names“:[”IOS Press“],“type”:“book series”},“license”:“cc-by-nc”,“licence_id”:“https://openalex.org/licenses/cc-by-nc“,”version“:”publishedVersion“,”is_accepted“:true,”is_published“:true},”type“:”图书章节“,”type_crossref“:”图书章节“,”indexed_in“:[”crossref“,”pubmed“],”open_access“:{”is_oa“:true,”oa_status“:”hybrid“,”oa_url“:”https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI220175“,”any_repository_has_fulltext“:false},”authorships“:[{”author_position“:”第一“,”作者“:{”id“:”https://openalex.org/A5048064590“,”display_name“:”Li\u2010Chin Chen“,”orcid“:”https://orcid.org/0000-0002-1222-1625},“机构”:[{“id”:https://openalex.org/I4210086894“,”display_name“:”中国科学院信息技术创新研究中心“,”ror“:”https://ror.org/000zgvm20“,”“country_code”“:”TW“,”type“:”facility“,”lineage“:[”https://openalex.org/I4210086894","https://openalex.org/I84653119“]},{”id“:”https://openalex.org/I173093425“,”display_name“:”长庚大学“,”ror“:”https://ror.org/00d80zx46“,”country_code“:”TW“,”type“:“教育”,”世系“:[”https://openalex.org/I173093425“]}],”国家“:[”TW“],”is_corresponding“:false,”raw_author_name“:”Lichin Chen“,”raw_affiation_string“:[”长庚大学卫生管理系,台湾桃园“,”中央研究院信息技术创新研究中心,台湾台北“],”附属机构“:[{”raw_affiation_string“:”台湾台北中央研究院信息技术创新研究中心“,“institution_ids”:[“https://openalex.org/I4210086894“]},{”raw_affiliation_string“:”台湾桃园长庚大学卫生管理系“,”institution_ids“:[”https://openalex.org/I173093425“]}]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5068427723“,”display_name“:”吉天寿“,”兽人“:”https://orcid.org/0000-0002-3859-3900},“机构”:[{“id”:https://openalex.org/I173093425“,”display_name“:”长庚大学“,”ror“:”https://ror.org/00d80zx46“,”country_code“:”TW“,”type“:“教育”,”世系“:[”https://openalex.org/I173093425“]}],”国家“:[”TW“],”is_corresponding“:false,”raw_author_name“:”Ji-Tian Sheu“,”raw _affiliation_strings“:[“台湾桃园长庚大学卫生管理系”],”affiliations“:[{”raw _affiliation_string“:”台湾桃园长庚大学医疗管理系”,“institution_ids”:[“https://openalex.org/I173093425“]}]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5044008055“,”display_name“:”Yu Tsao“,”orcid“:”https://orcid.org/0000-0001-6956-0418},“机构”:[{“id”:https://openalex.org/I4210086894“,”display_name“:”中国科学院信息技术创新研究中心“,”ror“:”https://ror.org/000zgvm20“,”“country_code”“:”TW“,”type“:”facility“,”lineage“:[”https://openalex.org/I4210086894","https://openalex.org/I84653119“]},{”id“:”https://openalex.org/I173093425“,”display_name“:”长庚大学“,”ror“:”https://ror.org/00d80zx46“,”country_code“:”TW“,”type“:“教育”,”世系“:[”https://openalex.org/I173093425“]}],”国家“:[”TW“],”is_corresponding“:false,”raw_author_name“:”Yu Tsao“,”rau_affiliation_strings“:[“台湾桃园长庚大学卫生管理系”,“台湾台北中科院信息技术创新研究中心”],”affiliations“:[{”raw_affiliation_string“:”台湾台北中央研究院信息技术创新研究中心“,“institution_ids”:[“https://openalex.org/I4210086894“]},{”raw_affiliation_string“:”台湾桃园长庚大学卫生管理系“,”institution_ids“:[”https://openalex.org/I173093425“]}]},{”author_position“:”last“,”author“:{”id“:”https://openalex.org/A5011614315“,”display_name“:”Yuh-Jue Chuang“,”orcid“:”https://orcid.org/0000-0002-3877-0161},“机构”:[{“id”:https://openalex.org/I173093425“,”display_name“:”长庚大学“,”ror“:”https://ror.org/00d80zx46“,”country_code“:”TW“,”type“:“教育”,”世系“:[”https://openalex.org/I173093425“]}],”国家“:[”TW“],”is_corresponding“:false,”raw_author_name“:”Yuh-Jue Chuang“,”raw _affiliation_strings“:[“台湾桃园长庚大学卫生管理系”],”affiliations“:[{”raw _affiliation_string“:”台湾桃园长庚大学医疗管理系”,“institution_ids”:[“https://openalex.org/I173093425“]}]}],”countries_distinct_count“:1,”institutions_disting_count”:2,”corresponding_author_ids“:[],”corresponding_institution_ids”:[]“apc_list”:null,”apc_payed“:null”,“fwci”:15.687,”has_fulltext“:true,”fulltext_origin“:”pdf“,”cited_by_count:3,”citected_by_percentile_year“:{”min“:81,”max“:84},”biblioi“:{”volume“:null,”issue“:nul,”first_page“:null,”last_page“:null},”is_retracted“:false,”is_paratext“:fase,”primary_topic“:{”id“:”https://openalex.org/T12781“,”“display_name”:“医疗支出和寿命的决定因素”,“score”:0.8668,“subfield”:{“id”:“https://openalex.org/subfields/3600“,”“display_name”:“一般健康职业”},“字段”:{“id”:“https://openalex.org/fields/36“,”display_name“:”健康专业“},”域“:{”id“:”https://openalex.org/domains/4“,”display_name“:”Health Sciences“}},”topics“:[{”id“:”https://openalex.org/T12781“,”“display_name”:“医疗支出和寿命的决定因素”,“score”:0.8668,“subfield”:{“id”:“https://openalex.org/subfields/3600“,”“display_name”:“一般健康职业”},“字段”:{“id”:“https://openalex.org/fields/36“,”display_name“:”健康专业“},”域“:{”id“:”https://openalex.org/domains/4“,”“display_name”:“健康科学”}},{”id“:”https://openalex.org/T10391“,”display_name“:”卫生保健系统和政策经济学“,”score“:0.786,”subfield“:{”id“:”https://openalex.org/subfields/2002“,”display_name“:”经济学与计量经济学“},”字段“:{”id“:”https://openalex.org/fields/20网站“,”display_name“:”经济学、计量经济学和金融“},”域“:{”id“:”https://openalex.org/domains/2“,”“display_name”:“社会科学”}},{”id“:”https://openalex.org/T12681“,”display_name“:”医疗旅游业的全球影响“,”score“:0.7851,”subfield“:{”id“:”https://openalex.org/subfields/3600“,”“display_name”:“一般健康职业”},“字段”:{“id”:“https://openalex.org/fields/36“,”display_name“:”健康专业“},”域“:{”id“:”https://openalex.org/domains/4“,”display_name“:”Health Sciences“}}],”keywords“:[{”id“:”https://openalex.org/keywords/患者体验“,”display_name“:”患者体验“,”score“:0.48245}],”concepts“:[{”id“:”https://openalex.org/C101738243,“wikidata”:https://www.wikidata.org/wiki/Q786435“,”display_name“:”Autoencoder“,”level“:3,”score“:0.746942},{”id“:”https://openalex.org/C129047720,“wikidata”:https://www.wikidata.org/wiki/Q175185“,”display_name“:”农村“,”level“:2,”score“:0.62211007},{”id“:”https://openalex.org/C2776289891,“wikidata”:https://www.wikidata.org/wiki/Q1931511“,”display_name“:”忽略“,”level“:2,”score“:0.544417},{”id“:”https://openalex.org/C154945302,“wikidata”:https://www.wikidata.org/wiki/Q11660“,”display_name“:”人工智能“,”level“:1,”score“:0.5302189},{”id“:”https://openalex.org/C108583219,“wikidata”:https://www.wikidata.org/wiki/Q197536“,”display_name“:”深度学习“,”level“:2,”score“:0.50364465},{”id“:”https://openalex.org/C50644808,“wikidata”:https://www.wikidata.org/wiki/Q192776“,”display_name“:”人工神经网络“,”level“:2,”score“:0.44770837},{”id“:”https://openalex.org/C160735492,“wikidata”:https://www.wikidata.org/wiki/Q31207“,”display_name“:”Health care“,”level“:2,”score“:0.41572142},{”id“:”https://openalex.org/C41008148,“wikidata”:https://www.wikidata.org/wiki/Q21198“,”display_name“:”计算机科学“,”level“:0,”score“:0.4118566},{”id“:”https://openalex.org/C71924100,“wikidata”:https://www.wikidata.org/wiki/Q11190“,”display_name“:”Medicine“,”level“:0,”score“:0.36344498},{”id“:”https://openalex.org/C205649164,“wikidata”:https://www.wikidata.org/wiki/Q1071“,”display_name“:”地理“,”级别“:0,”分数“:0.359999715},{”id“:”https://openalex.org/C144133560,“wikidata”:https://www.wikidata.org/wiki/Q4830453网址“,”display_name“:”Business“,”level“:0,”score“:0.34337226},{”id“:”https://openalex.org/C119857082,“wikidata”:https://www.wikidata.org/wiki/Q2539“,”display_name“:”机器学习“,”level“:1,”score“:0.34288973},{”id“:”https://openalex.org/C54542383,“wikidata”:https://www.wikidata.org/wiki/Q2751242“,”display_name“:”医疗急救“,”level“:1,”score“:0.33728862},{”id“:”https://openalex.org/C159110408,“wikidata”:https://www.wikidata.org/wiki/Q121176“,”display_name“:”护理“,”级别“:1,”分数“:0.19945064},{”id“:”https://openalex.org/C50522688,“wikidata”:https://www.wikidata.org/wiki/Q189833“,”display_name“:”经济增长“,”level“:1,”score“:0.17824641},{”id“:”https://openalex.org/C162324750,“wikidata”:https://www.wikidata.org/wiki/Q8134“,”display_name“:”经济学“,”level“:0,”score“:0.10340133},{”id“:”https://openalex.org/C142724271,“wikidata”:https://www.wikidata.org/wiki/Q7208“,”display_name“:”Pathology“,”level“:1,”score“:0.0}],”mesh“:[{”descriptor_ui“:”D001185“,”descriptor_name“:”人工智能“,”qualifier_ui“:”“,”qualifier_name“:null,”is_major_topic“:true},{”descriptor_ui“:”D000077321“,”descriptor_name“:”深度学习“,”qualifier_ui“:”“,”qualifier_name“:null,”is_major_topic“:true},”descriptor_ui“:“D006761”,“描述符名称“:”医院“,”限定符_ui“:”“,”qualifier_name“:null,”is_major_topic“:false},{“描述符_ ui”:“D006801”,“描述符名称”:“人类”,“限定符_ui”:“”,“qualifier _name”:null、”is_marjor_tocic“:false}、{“descriptor_ui”(描述符名称):“D016571”,“descriptor _name”(描述符名):“神经网络,计算机”,”限定词_ui,{“描述符_ui“:”D012424“,”描述符名称“:”农村人口“,”限定符_ui”:“”,“限定符名称”:null,“is_major_topic”:false}],“locations_count”:2,“位置”:[{“is_oa”:true,“landing_page_url”:“https://doi.org/10.3233/shti220175,“pdf_url”:https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI220175,“源”:{“id”:https://openalex.org/S4210179765“,”display_name“:”卫生技术和信息学研究“,”issn_l“:”0926-9630“,”isn“:[”09269-9630“,”1879-8365“],”is_oa“:false,”is-in_doaj“:false,”is_core“:true,”host_organization“:”https://openalex.org/P4310318577“,”“host_organization_name”:“IOS新闻”,“host_organization_lineage”:[“https://openalex.org/P4310318577“],”host_organization_lineage_names“:[”IOS Press“],“type”:“book series”},“license”:“cc-by-nc”,“licence_id”:“https://openalex.org/licenses/cc-by-nc“,”version“:”publishedVersion“,”is_accepted“:true,”is_published“:true},{”is_oa“:false,”landing_page_url“:”https://pubmed.ncbi.nlm.nih.gov/35673114“,”pdf_url“:空,”源“:{”id“:”https://openalex.org/S4306525036“,”display_name“:”PubMed“,”issn_l“:null,”issn“:null,”is_oa“:false,”is_ in_doaj“:false,”is_core“:false,”host_organization“:”https://openalex.org/I1299303238“,”“host_organization_name”:“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}],“best_oa_location”:{“is_oa”:true,“landing_page_url”:“https://doi.org/10.3233/shti220175,“pdf_url”:https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI220175,“源”:{“id”:https://openalex.org/S4210179765“,”display_name“:”卫生技术和信息学研究“,”issn_l“:”0926-9630“,”isn“:[”09269-9630“,”1879-8365“],”is_oa“:false,”is-in_doaj“:false,”is_core“:true,”host_organization“:”https://openalex.org/P4310318577“,”“host_organization_name”:“IOS新闻”,“host_organization_lineage”:[“https://openalex.org/P4310318577“],”host_organization_lineage_names“:[”IOS Press“],“type”:“book series”},“license”:“cc-by-nc”,“licence_id”:“https://openalex.org/licenses/cc-by-nc“,”version“:”publishedVersion“,”is_accepted“:true,”is_published“:true},”sustainable_development_goals“:[{”display_name“:”可持续城市和社区“,”id“:”https://metadata.un.org/sdg/11“,”score“:0.78}],”grants“:[],”datasets“:[],”versions“:[】,”referenced_works_count“:18,”referrenced_works“:【”https://openalex.org/W1989423573","https://openalex.org/W1997743490","https://openalex.org/W2007739294","https://openalex.org/W2035327740","https://openalex.org/W2159054044","https://openalex.org/W2404901863","https://openalex.org/W2405774341","https://openalex.org/W2565516711","https://openalex.org/W2610332124","https://openalex.org/W2625625371","https://openalex.org/W2913945298","https://openalex.org/W2962862931","https://openalex.org/W2974726644","https://openalex.org/W29955551686","https://openalex.org/W2996713777","https://openalex.org/W3037196452","https://openalex.org/W4300195015","https://openalex.org/W4393200964“],”related_works“:[”https://openalex.org/W4297051394","https://openalex.org/W4249005693","https://openalex.org/W3131327266","https://openalex.org/W3013693939","https://openalex.org/W2803255133","https://openalex.org/W2752972570","https://openalex.org/W2734887215","https://openalex.org/W2669956259","https://openalex.org/W2566616303","https://openalex.org/W2159052453“],”ngrams_url“:”https://api.openalex.org/works/W4281828975/ngrams“,”“abstract_inverted_index”:{“分布不均”:[0],“共”:[1,94101143],“医疗”:[2],“资源”:[3],“其中”:[4],“城市”:[5,78107147],“和”:[6,26,56,72,79,96,98103108146],“农村”:[7,17,80109145],“地区”:[8,18],“是”:[9126],“a”:[10,40],“重要”:[11],“挑战”:[12],““:[13],“人”:[14],“生活”:[15],“in”:[16120],”may“:[19],”have“:[20],”limited“:[21],”access“:[22],”to“:[23,44129138],”medical“:[24],”resources“,”frequency“:[27],”ignorement“:[28],”their“:[29],“health”:[30],“problems”:[31],“or”:[32,53],“receive”:[33],“insufficient”:[34],“care”:[35],“services”。“:[36],”此“:[37112],”研究“:[38],”使用“:[39],”深度“:[41],”学习“:[42],”方法“:[43],”预测“:[45],”患者“:[46],”选择“:[47],”关于“:[48],”医院“:[49],”级别“:[50],”(初级,“:[51],”二级“:[52],”三级:[54],“医院”:[55],”解释“:[57],”:[58,77,88106122140144],“模型”:[59],“决策”:[60],“使用”:[61],“可解释“:[62],”人工“:[63],”智能。“:[64],“我们”:[65],“提议”:[66],“an”:[67,85,99],“autoencoder-deep”:[68],“神经”:[69],“网络”:[70],“框架”:[71],“训练”:[73],“基于区域”:[74116],“模型”:[75,83117],“用于”:[76105],“区域”。“:[81],”The“:[82124],”reache“:[84],”area“:[86],”under“:[87],”receiver“:[89],”operating“:[90],”characteristics“:[91],”curve“:[92],”(AUC)“:[93],”0.94“:[95],“0.95,”:[97],“accuracy”:[100],“093”:[102],“.92”:[104],“areas,”:[110],“。“:[111],”结果“:[113125],”指示“:[114],”表示“:[115],”是“:[118],”有效“:[119],”改善“:[121],”性能。“:[123],”潜在“:[127],”领先“:[128],”适当“:[130],”政策“:[131],”规划。“:[132],”进一步“:[133],”解释“:[134],”可以“:[135],”被“:[136],”完成“:[137],”调查“:[139],”明确“:[141],”区分“:[142],”场景。“:[148]},”cited_by_api_url“:”https://api.openalex.org/works?filter=cites:W4281828975“,”counts_by_year“:[{”年份“:2024,”cited_by_count“:1},{”年“:2022,”cited_by_count”:2}],”更新日期“:”2024-06-30T12:31:52.963195“,”创建日期“:“2022-06-13”}