{“id”:“https://openalex.org/W2191189641“,”doi“:”https://doi.org/10.1186/1471-2105-16-s18-s12“,”title“:“用于预测构象B细胞表位的阳性-未标记学习”,”display_name“:”用于预测构像B细胞表位数的阳性-无标记学习“,”publication_year“:2015,”publitation_date“:”2015-12-01“,”ids“:{”openalex“:”https://openalex.org/W2191189641“,”doi“:”https://doi.org/10.1186/1471-2105-16-s18-s12“,”mag“:”2191189641“,”pmid“:”https://pubmed.ncbi.nlm.nih.gov/26681157“,”pmcid“:”https://www.ncbi.nlm.nih.gov/pmc/articles/4682424“},”language“:”en“,”primary_location“:{”is_oa“:true,”landing_page_url“:”https://doi.org/10.1186/1471-2105-16-s18-s12,“pdf_url”:https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/1471-2105-16-S18-S12,“源”:{“id”:https://openalex.org/S19032547“,”display_name“:”BMC生物信息学“,”issn_l“:”1471-2105“,”isn“:[”1471-2115“],”is_oa“:true,”is_ in_doaj“:true,”is_core“:true,”host_organization“:”https://openalex.org/P4310320256“,”“host_organization_name”:“BioMed Central”,“host_organization_lineage”:[“https://openalex.org/P431031965","https://openalex.org/P4310320256“],”host_organization_lineage_names“:[”Springer Nature“,”BioMed Central“],“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“:[”crossref“,”publimed“],”open_access“:{”is_oa“:true,”oa_status“:”gold“,”oa_url“:”https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/1471-2105-16-S18-S12“,”any_repository_has_fulltext“:true},”authorships“:[{”author_position“:”第一“,”作者“:{”id“:”https://openalex.org/A5008720716“,”display_name“:”景仁“,”兽人“:”https://orcid.org/0000-0002-6665-7457},“机构”:[{“id”:https://openalex.org/I114017466“,”display_name“:”悉尼理工大学“,”ror“:”https://ror.org/03f0f6041“,”country_code“:”AU“,”type“:“教育”,”世系“:[”https://openalex.org/I114017466“]}],”国家“:[”AU“],”is_corresponding“:false,”raw_author_name“:”Jing Ren“,”raw _affiliation_strings“:[“澳大利亚新南威尔士州悉尼理工大学工程与信息技术学院高级分析研究所”],”affiliations“:”澳大利亚新南威尔士州悉尼市悉尼理工大学工程与信息技术学院高级分析学院,2007年“,“institution_ids”:[“https://openalex.org/I114017466“]}]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5037327117“,”display_name“:”钱刘“,”兽人“:”https://orcid.org/0000-0002-3162-935X},“机构”:[{“id”:https://openalex.org/I114017466“,”display_name“:”悉尼理工大学“,”ror“:”https://ror.org/03f0f6041“,”country_code“:”AU“,”type“:“教育”,”世系“:[”https://openalex.org/I114017466“]}],”国家“:[”AU“],”is_corresponding“:false,”raw_author_name“:”Qian Liu“,”rau_affiliation_strings“:[“悉尼理工大学工程与信息技术学院高级分析研究所,新南威尔士2007,澳大利亚”],”affiliations“:”澳大利亚新南威尔士州悉尼市悉尼理工大学工程与信息技术学院高级分析学院,2007年“,“institution_ids”:[“https://openalex.org/I114017466“]}]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5007566988“,”display_name“:”John Ellis“,”orcid“:”https://orcid.org/0000-0001-7328-4831},“机构”:[{“id”:https://openalex.org/I114017466“,”display_name“:”悉尼理工大学“,”ror“:”https://ror.org/03f0f6041“,”country_code“:”AU“,”type“:“教育”,”世系“:[”https://openalex.org/I114017466“]}],”国家“:[”AU“],”is_corresponding“:false,”raw_author_name“:”John Ellis“,”raw _affiliation_strings“:[“悉尼理工大学生命科学学院,新南威尔士州悉尼,2007,澳大利亚”],”affiliations“:[{”raw_affiliation_string“:”悉尼理工学院,2007,悉尼,澳大利亚”,“institution_ids”:[“https://openalex.org/I114017466“]}]},{”author_position“:”last“,”author“:{”id“:”https://openalex.org/A5017861049“,”display_name“:”Jinyan Li“,”orcid“:”https://orcid.org/0000-0003-1833-7413},“机构”:[{“id”:https://openalex.org/I114017466“,”display_name“:”悉尼理工大学“,”ror“:”https://ror.org/03f0f6041“,”country_code“:”AU“,”type“:“教育”,”世系“:[”https://openalex.org/I114017466“]}],”国家“:[”AU“],”is_corresponding“:true,”raw_author_name“:”Jinyan Li“,”raw _ afiliation_strings“:[“澳大利亚新南威尔士州悉尼理工大学高级分析研究所和卫生技术中心”],”affiliations“:”澳大利亚新南威尔士州悉尼理工大学高级分析研究所和健康技术中心,2007年“,”institution_ids“:[”https://openalex.org/I114017466“]}]}],”institution_assertions“:[],”countries_distiction_count“:1,”institutions_disticent_count”:1,“corresponding_author_ids”:[“https://openalex.org/A5017861049“],”对应的机构ID“:[”https://openalex.org/I114017466“],”apc_list“:{”value“:1690,”currency“:”GBP“,”value_usd“:2072,”provenance“:”doaj“},”apc _payed“:{“value”:1690、”current“:”英镑“,”value_usd”:2072、“provenance”:“doaj”}、“fwci”:1.441、“has_fulltext_origin”:“ngrams”、“cited_by_count”:32、“citation_normalized_percentile”:{“”值“:0.780137,”is_in_top_1_percent“:false,”is_in_top_10_percent“:false},”cited_by_percentile_year“:{”min“:94,”max“:95},“biblio”:{“volume”:“16”,“issue”:“S18”,“first_page”:null,“last_page”:null},《is_retracted》:false,“is_paratext”:false、“primary_topic”:{“id”:“https://openalex.org/T12576“,”display_name“:”肽-MHC结合亲和力预测“,”score“:1.0,”subfield“:{”id“:”https://openalex.org/subfields/1312“,”display_name“:”分子生物学“},”字段“:{”id“:”https://openalex.org/fields/13“,”“display_name”:“生物化学、遗传学和分子生物学”},“域”:{“id”:“https://openalex.org/domains/1“,”display_name“:”生命科学“}},”主题“:[{”id“:”https://openalex.org/T12576“,”display_name“:”肽-MHC结合亲和力预测“,”score“:1.0,”subfield“:{”id“:”https://openalex.org/subfields/1312“,”display_name“:”分子生物学“},”字段“:{”id“:”https://openalex.org/fields/13“,”“display_name”:“生物化学、遗传学和分子生物学”},“域”:{“id”:“https://openalex.org/domains/1“,”display_name“:”生命科学“}},{”id“:”https://openalex.org/T10340“,”“display_name”:“乙型肝炎感染与治疗”,“score”:0.9903,“subfield”:{“id”:“https://openalex.org/subfields/2713“,”display_name“:”流行病学“},”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/T13326“,”“display_name”:“环肽生物工程和蛋白质锚定机制”,“score”:0.9899,“subfield”:{“id”:“https://openalex.org/subfields/1312“,”display_name“:”分子生物学“},”字段“:{”id“:”https://openalex.org/fields/13“,”“display_name”:“生物化学、遗传学和分子生物学”},“域”:{“id”:“https://openalex.org/domains/1“,”display_name“:”生命科学“}}],”关键词“:[{”id“:”https://openalex.org/keywords/epitop-prediction(https://openalex.org/keywords/epitop-prediction)“,”display_name“:”表位预测“,”score“:0.506953}],”concepts“:[{”id“:”https://openalex.org/C195616568,“wikidata”:https://www.wikidata.org/wiki/Q128711“,”display_name“:”eptope“,”level“:3,”score“:0.92682946},{”id“:”https://openalex.org/C147483822,“wikidata”:https://www.wikidata.org/wiki/Q103537“,”display_name“:”Antigen“,”level“:2,”score“:0.5471959},{”id“:”https://openalex.org/C70721500,“wikidata”:https://www.wikidata.org/wiki/Q177005“,”display_name“:”计算生物学“,”level“:1,”score“:0.510104},{”id“:”https://openalex.org/C41008148,“wikidata”:https://www.wikidata.org/wiki/Q21198“,”display_name“:”计算机科学“,”level“:0,”score“:0.4559974},{”id“:”https://openalex.org/C154945302,“wikidata”:https://www.wikidata.org/wiki/Q11660“,”display_name“:”人工智能“,”level“:1,”score“:0.4406975},{”id“:”https://openalex.org/C153180895,“wikidata”:https://www.wikidata.org/wiki/Q7148389“,”display_name“:”模式识别(心理学)“,”level“:2,”score“:0.37650514},{”id“:”https://openalex.org/C86803240,“wikidata”:https://www.wikidata.org/wiki/Q420“,”display_name“:”生物学“,”等级“:0,”分数“:0.31458044},{”id“:”https://openalex.org/C54355233,“wikidata”:https://www.wikidata.org/wiki/Q7162“,”“display_name”“:”“Genetics”“,”level“:1,”score“:0.14706892}],”mesh“:[{”descriptor_ui“:”D000465“,”descriptor _name“:”:true},{“descriptor_ui“:”D000906“,”descriptor_name“:”抗体“,”限定符_ui”:“Q000276”,“限定符_name”:“免疫学”,“is_major_topic”:false},{“描述符_ui(descriptor_ ui)”:“D000909”,“描述符_name”(descriptor _name):“抗体”,“qualifier_ui):“”,“修饰符_name(qualifier _name)”:null,“is_ major_topic”(is_false{“descriptor__ ui”):“D00941”,“descriptor _ ui”(描述符名称):“抗原”,“Qualifier737英寸qualifier_name“:”chemistry“,”is_major_topic“:false},{”descriptor_ui“:”D000941“,”descriptor _name“:”Antigens“,”qualifier _ui”:“”,“qualifier-_name”:null,“is_mayor_topical”:false},}“描述符_ui(descriptor_name):“Antigenss”,“限定符_ui):”Q000276“,”限定符_name“”:“免疫学”,“is _ major _topic”:false},“描述符_ui”:“D030562”,“描述符名称“:”数据库,蛋白质“,”限定符_ui“:”“,”qualifier_name“:null,”is_major_topic“:false},{“描述符_ ui”:“D018985”,“描述符名称”:“表位,B淋巴细胞”,“限定符_ui”:“”,“qualifier _name”:null,“is_mayor_topical”:false{“descriptor_ui”:“D01985”,“descriptor _name”:“表位免疫学“,”is_major_topic“:false},”{“描述符_ ui”:“D017434”,“描述符_名称”:“蛋白质结构,三级”,“限定符_ ui“:”“,”限定符_名称“:null,”is_major_top“:false},{“descriptor_ui”“:”D012984“,”描述符名称“:”软件“,”qualifier_ui“:true,“登录页面url“:”https://doi.org/10.1186/1471-2105-16-s18-s12,“pdf_url”:https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/1471-2105-16-S18-S12,“源”:{“id”:https://openalex.org/S19032547“,”display_name“:”BMC生物信息学“,”issn_l“:”1471-2105“,”isn“:[”1471-2115“],”is_oa“:true,”is_ in_doaj“:true,”is_core“:true,”host_organization“:”https://openalex.org/P4310320256“,”“host_organization_name”:“BioMed Central”,“host_organization_lineage”:[“https://openalex.org/P431031965","https://openalex.org/P4310320256“],”host_organization_lineage_names“:[”Springer Nature“,”BioMed Central“],“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://www.ncbi.nlm.nih.gov/pmc/articles/PMC4682424网址“,”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,”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”:“publishedVersion”,“is_accepted”:true,“is_published”:true},{“is_oa”:false,“landing_page_url”:“https://pubmed.ncbi.nlm.nih.gov/26681157“,”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/10.1186/1471-2105-16-s18-s12,“pdf_url”:https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/1471-2105-16-S18-S12,“源”:{“id”:https://openalex.org/S19032547“,”display_name“:”BMC生物信息学“,”issn_l“:”1471-2105“,”isn“:[”1471-2115“],”is_oa“:true,”is_ in_doaj“:true,”is_core“:true,”host_organization“:”https://openalex.org/P4310320256“,”“host_organization_name”:“BioMed Central”,“host_organization_lineage”:[“https://openalex.org/P431031965","https://openalex.org/P4310320256“],”host_organization_lineage_names“:[”Springer Nature“,”BioMed Central“],“type”:“journal”},“license”:“cc-by”,“licence_id”:“https://openalex.org/licenses/cc-by“,”version“:”publishedVersion“,”is_accepted“:true,”is_published“:true},”sustainable_development_goals“:[],”grants“:[],”datasets“:],”versions“:[https://openalex.org/W1844925375","https://openalex.org/W1861993554","https://openalex.org/W1968361401","https://openalex.org/W1976801077","https://openalex.org/W1978033244","https://openalex.org/W1980471592","https://openalex.org/W1990675829","https://openalex.org/W1993568862","https://openalex.org/W2017169927","https://openalex.org/W2018470704","https://openalex.org/W2031772330","https://openalex.org/W2038553416","https://openalex.org/W2050871273","https://openalex.org/W2053418558","https://openalex.org/W2081955017","https://openalex.org/W2087202599","https://openalex.org/W2087937056","https://openalex.org/W2095104107","https://openalex.org/W2097532544","https://openalex.org/W2098037300","https://openalex.org/W2099022037","https://openalex.org/W2100316154","https://openalex.org/W2101856911","https://openalex.org/W2110298304","https://openalex.org/W2118585731","https://openalex.org/W2123112794","https://openalex.org/W2125866257","https://openalex.org/W2131904035","https://openalex.org/W2133227149","https://openalex.org/W2134510195","https://openalex.org/W2138815567","https://openalex.org/W2140407975","https://openalex.org/W2140468230","https://openalex.org/W2149984099","https://openalex.org/W2153635508","https://openalex.org/W2158899863网址","https://openalex.org/W2170283814","https://openalex.org/W22461475“],”related_works“:[”https://openalex.org/W3036615648","https://openalex.org/W2408448169","https://openalex.org/W2363997565","https://openalex.org/W2205639271","https://openalex.org/W2042327336","https://openalex.org/W2033914206","https://openalex.org/W2021824670","https://openalex.org/W2009867644","https://openalex.org/W1981120125","https://openalex.org/W1979044599“],”abstract_inverted_index“:{”The“:[0,18,92108],”incomplete“:[1],”ground“:[2],”true“:[3],”of“:[4,7,26,30,48178204212],”training“:[5,39,75],”data“:[6,76202],”B-cell“:[8],”表位“:[9190],”is“:[10,20,64,95],”a“:[11,23,84119123129200],”required“:[12],”issue“:[13],“in”:[14105162170],“计算”:[15],“表位”:[16236],“预测。“:[17],”挑战“:[19],”那“:[21148],”只“:[22],”小“:[24],”分数“:[25],”the“:[27,41,70,78133137172195235],”surface“:[28],“残基”:[29,37,43,51,72100104117135],”an“:[31],”antigen“:[32205215],“are”:[33,44191241],”confirmed“:[34],”as“:[35,73226],”antigenic“:[36],“(正”:[38],“数据);“:[40],”剩余“:[42],”未标记。“:[45],”As“:[46],”some“:[47],”these“:[49],”unterminated“:[50],”can“:[52],”possible“:[53],”be“:[54],”grouped“:[55],”to“:[56,66,88,96146],”form“:57],”novel“:58],”but“:59],”currently“:[60192],”未知“:[61],”表位,“:[62],”it“:[63],”误导“:[65],“一致”:[67],“分类”:[68],“全部”:[69],“未标记”:[71106],“否定”:[74103116139],“遵循“:[77],”传统“:[79],”监督“:[80],”学习“:[81,86],”方案。我们“:[82],”提议“:[83],”阳性未标记“:[85],”算法“:[87],”地址“:[89],”这个“:[90149],”问题。“:[91],”key“:[93],”idea“:[94],”discrimination“:[97],”between“:[98],”表位likely“:[99],”and“:[101126136159185229],”reliable“:[102115138],”data。“:[107],”方法“:[109150],”有“:[110],”两个“:[111186],”步骤:“:[112],”(1)“:[113],”识别“:[114],”使用“:[118],”加权“:[120],”支持向量机“:[121],”带“:[122],”高“:[124],”召回;“:[125],”(2)“:[127],”构造“:[128],”分类“:[130],”模型“:[131],”on“:[132176199213243],”阳性“:[134],”残基。“:[140],“基于复杂性”:[141],“10倍”:[142],“交叉验证”:[143],“是”:[144174],“执行”:[145166],“显示”:[147],“表现优异”:[151],“那些”:[152],“通常”:[153],“使用”:[154],“预测值”:[155],“DiscoTope”:[156],“2.0”:[157],“ElliPro”:[158],“SEPPA”:[160],“2.0:[161],“every”:[163],“方面。“:[164],“我们”:[165],“四个”:[167],“病例”:[168],“研究”:[169],“其中”:[171232],“方法”:[173],“测试”:[175],“抗原”:[177188],“西方”:[179],“尼罗河”:[180],“病毒”:[181],“二氢叶酸”:[182],“还原酶”:[183],“β-内酰胺酶”:%184],“埃博拉”:[187],“谁的”:[189],“未知。“:[193],”All“:[194],”results“:[196],”were“:[197],”assessed“:[198],”new-enstalled“:[201],”set“:[203],”structures“:[206219],”not“:[207],”bounded“:[208218],”by“:[209],”antibodies“:[210],”direct“:[211],”antibody-bound“:[214],”structures。“:[216],”这些“:[217],”可能“:[220],”包含“:[221],”不公平“:[222],”绑定“:[223],”信息“:[224],”这样“:[225],”有界状态“:[227],”B因子“:[228],”突出“:[230],”索引“:[231],”可以“:[233],”夸大“:[234],”预测“:[237],”性能。“:[238],”源“:[239],”代码“:[240],”可用“:[242],”请求。“:[244]},”cited_by_api_url“:”https://api.openalex.org/works?filter=cites:W2191189641“,”“counts_by_year”:[{“年份”:2024,”“cited_by_count”:2},{“年度”:2023,”“cited_by_cunt”:4},}“年份“:2021,”年”:2015,“引用_ by_count”:1}],“更新日期”:“2024-09-27T03:15:29.911718”,“创建日期”:2016-06-24"}