{“id”:“https://openalex.org/W3101055875“,”doi“:”https://doi.org/10.1109/ijcnn48605..2020.9206885“,”title“:”CIDMP:使用低维特征空间完全可解释地检测红细胞中的疟疾寄生虫“,”display_name“:”CIDMP:使用低维特征空间完全可解释地检测红细胞中的疟疾寄生虫“,”publication_year“:2020,”publication_date“:”2020-07-01“,”ids“:{”openalex“:”https://openalex.org/W3101055875“,”doi“:”https://doi.org/10.109/ijcnn48605.2020.9206885“,”mag“:”3101055875“},”language“:”en“,”primary_location“:{”is_oa“:false,”landing_page_url“:”https://doi.org/10.109/ijcnn48605.2020.9206885“,”pdf_url“:null,”source“:null,”license“:null/”license_id“:nulse,”version“:number,”is_accepted“:false,”is_published“:false},”type“:”preprint“,”type_crossref“:“procedings-article”,”indexed_in“:[”arxiv“,”crossref“,”datacite“],”open_access“:{”is_oa“:true,”oa_status“:”green“,”“oa_url”:“”https://arxiv.org/pdf/2007.02248“,”any_repository_has_fulltext“:true},”authorships“:[{”author_position“:”第一“,”作者“:{”id“:”https://openalex.org/A5037292513“,”display_name“:”Anik Khan“,”orcid“:null},”institutions“:[{”id“:”https://openalex.org/I94658018“,”display_name“:”孟菲斯大学“,”ror“:”https://ror.org/01cq23130“,”country_code“:”US“,”type“:“教育”,”世系“:[”https://openalex.org/I94658018“]}],”国家“:[”美国“],”is_corresponding“:false,”raw_author_name“:”Anik Khan“,”raw _affiliation_strings“:[“美国孟菲斯大学计算机科学系,孟菲斯”],”affiliations“:[{”raw _affiliation_string“:”美国孟菲s大学计算机科学学院,“institution_ids”:[”https://openalex.org/I94658018“]}]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5068262430“,”display_name“:”Kishor Datta Gupta“,”orcid“:”https://orcid.org/0000-0001-6867-2653},“机构”:[{“id”:https://openalex.org/I94658018“,”display_name“:”孟菲斯大学“,”ror“:”https://ror.org/01cq23130“,”country_code“:”US“,”type“:“教育”,”世系“:[”https://openalex.org/I94658018“]}],”国家“:[”美国“],”is_corresponding“:false,”raw_author_name“:”Kishor Datta Gupta“,”raw _affiliation_strings“:[“美国孟菲斯大学计算机科学系,孟菲斯”],”affiliations“:[{”raw _affiliation_string“:”美国孟菲s大学计算机科学学院,“institution_ids”:[“https://openalex.org/I94658018“]}]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5086262717“,”display_name“:”Deepak Venugopal“,”orcid“:null},”institutions“:[{”id“:”https://openalex.org/I94658018“,”display_name“:”孟菲斯大学“,”ror“:”https://ror.org/01cq23130“,”country_code“:”US“,”type“:“教育”,”世系“:[”https://openalex.org/I94658018“]}],”国家“:[”美国“],”is_corresponding“:false,”raw_author_name“:”Deepak Venugopal“,”raw_affiliation_strings“:[“美国孟菲斯大学计算机科学系,孟菲斯”],”affiliations“:[{”raw_affiliation_string“:”美国孟菲s大学计算机科学学院,“institution_ids”:[“https://openalex.org/I94658018“]}]},{”author_position“:”last“,”author“:{”id“:”https://openalex.org/A5074936673“,”display_name“:”Nirman Kumar“,”orcid“:”https://orcid.org/0000-0001-6601-2790},“机构”:[{“id”:https://openalex.org/I94658018“,”display_name“:”孟菲斯大学“,”ror“:”https://ror.org/01cq23130“,”country_code“:”US“,”type“:“教育”,”世系“:[”https://openalex.org/I94658018“]}],”countries“:[”US“],”is_corresponding“:false,”raw_author_name“:”Nirman Kumar“,”raw _affiliation_strings“:【”美国孟菲斯大学计算机科学系,孟菲斯“】,”affiliations“:[{”raw _affiliation_string“:”美国孟斐斯大学计算机系,“institution_ids”:[”https://openalex.org/I94658018“]}]}],”countries_distinct_count“:1,”institutions_disting_count”:1,“corresponding_author_ids”:[],”correspounding_institution_ids“:[]、”apc_list“:null,”apc_payed“:nul,”fwci“:1.338,”has_fulltext“:false,”cited_by_count:14,“cited_by_percentile_year”:{“min”:91,”max“:92},”biblio“:{”volume“:null,”issue“:null,“first_page”:空,“last_page”:空},“is_retracted“:false,”is_paratext“:fase,”primary_topic“:{”id“:”https://openalex.org/T12874“,”“display_name”:“血细胞图像自动分析”,“score”:0.9999,“subfield”:{“id”:“https://openalex.org/subfields/1707“,”display_name“:”计算机视觉和模式识别“},”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“}},”主题“:[{”id“:”https://openalex.org/T12874“,”“display_name”:“血细胞图像自动分析”,“score”:0.9999,“subfield”:{“id”:“https://openalex.org/subfields/1707“,”display_name“:”计算机视觉和模式识别“},”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/T11652“,”“display_name”:“处理分类问题中的不平衡数据”,“score”:0.9215,“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“}}],”关键词“:[{”id“:”https://openalex.org/keywords/malaria-parasite-detection(https://openalex.org/关键词/malaria-parasite-detection)“,”display_name“:”疟疾寄生虫检测“,”score“:0.647606},{”id“:”https://openalex.org/keywords/feature-extraction网站“,”display_name“:”特征提取“,”score“:0.593699},{”id“:”https://openalex.org/keywords/medical-image-analysis网站“,”display_name“:”医学图像分析“,”score“:0.562363},{”id“:”https://openalex.org/keywords/microscopic-blood图片“,”display_name“:”显微血液图像“,”score“:0.534784},{”id“:”https://openalex.org/keywords/white-blood细胞分割“,”display_name“:”白细胞分割“,”score“:0.515384}],”concepts“:[{”id“:”https://openalex.org/C2781067378,“wikidata”:https://www.wikidata.org/wiki/Q17027399“,”display_name“:”可解释性“,”level“:2,”score“:0.8344862},{”id“:”https://openalex.org/C154945302,“wikidata”:https://www.wikidata.org/wiki/Q11660“,”display_name“:”人工智能“,”level“:1,”score“:0.7223097},{”id“:”https://openalex.org/C41008148,“wikidata”:https://www.wikidata.org/wiki/Q21198“,”display_name“:”计算机科学“,”level“:0,”score“:0.72074944},{”id“:”https://openalex.org/C2776401178,“wikidata”:https://www.wikidata.org/wiki/Q12050496“,”display_name“:”Feature(语言学)“,”level“:2,”score“:0.6964178},{”id“:”https://openalex.org/C119857082,“wikidata”:https://www.wikidata.org/wiki/Q2539“,”display_name“:”机器学习“,”level“:1,”score“:0.6219971},{”id“:”https://openalex.org/C52622490,“wikidata”:https://www.wikidata.org/wiki/Q1026626“,”display_name“:”特征提取“,”level“:2,”score“:0.5753823},{”id“:”https://openalex.org/C83665646,“wikidata”:https://www.wikidata.org/wiki/Q42139305“,”display_name“:”Feature vector“,”level“:2,”score“:0.53589004},{”id“:”https://openalex.org/C2778827112,“wikidata”:https://www.wikidata.org/wiki/Q22245680“,”display_name“:”功能工程“,”level“:3,”score“:0.4839409},{”id“:”https://openalex.org/C81363708,“wikidata”:https://www.wikidata.org/wiki/Q17084460“,”display_name“:”卷积神经网络“,”level“:2,”score“:0.47437316},{”id“:”https://openalex.org/C153180895,“wikidata”:https://www.wikidata.org/wiki/Q7148389“,”display_name“:”模式识别(心理学)“,”level“:2,”score“:0.44729477},{”id“:”https://openalex.org/C2778572836,“wikidata”:https://www.wikidata.org/wiki/Q380933“,”display_name“:”空格(标点符号)“,”level“:2,”score“:0.42047805},{”id“:”https://openalex.org/C108583219,“wikidata”:https://www.wikidata.org/wiki/Q197536“,”display_name“:”深度学习“,”level“:2,”score“:0.3087682},{”id“:”https://openalex.org/C138885662,“wikidata”:https://www.wikidata.org/wiki/Q5891“,”display_name“:”哲学“,”等级“:0,”分数“:0.0},{”id“:”https://openalex.org/C41895202,“wikidata”:https://www.wikidata.org/wiki/Q8162“,”display_name“:”语言学“,”level“:1,”score“:0.0},{”id“:”https://openalex.org/C111919701,“wikidata”:https://www.wikidata.org/wiki/Q9135“,”display_name“:”Operating system“,”level“:1,”score“:0.0}],”mesh“:[],”locations_count“:3,”locations“:[{”is_oa“:false,”landing_page_url“:”https://doi.org/10.109/ijcnn48605.2020.9206885“,”pdf_url“:null,”source“:null,”license“:nully,”licence_id“:null,”version“:nuller,”is_accepted“:false,”is_published“:false},{”is_oa“:true,”landing_page_url”:“https://arxiv.org/abs/2007.02248,“pdf_url”:https://arxiv.org/pdf/2007.02248,“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,”is_core“:fase,”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://api.datacite.org/dois/10.48550/arxiv.2007.02248“,”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,”is_core“: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://arxiv.org/abs/2007.02248,“pdf_url”:https://arxiv.org/pdf/2007.02248,“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,”is_core“:fase,”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“:[”康奈尔大学“],“type”:“repository”},“license”:null,“licence_id”:null,“version”:“submittedVersion”,“is_accepted”:false,“is_published”:false},”sustainable_development_goals“:[{”id“:”https://metadata.un.org/sdg/3“,”score“:0.83,”display_name“:”Good health and wellability“}],”grants“:[],”datasets“:[],”versions“:[”https://openalex.org/W3040507149","https://openalex.org/W3101055875“],”referenced_works_count“:40,”referrenced_works“:[”https://openalex.org/W1564419782","https://openalex.org/W1565635109","https://openalex.org/W1659842140网址","https://openalex.org/W1930624869","https://openalex.org/W195575991","https://openalex.org/W1996796871","https://openalex.org/W2005909996","https://openalex.org/W2017214807","https://openalex.org/W2018775529","https://openalex.org/W2045152659","https://openalex.org/W2054019556","https://openalex.org/W2076063813","https://openalex.org/W2095705004","https://openalex.org/W2102605133","https://openalex.org/W2112945047","https://openalex.org/W2113242816","https://openalex.org/W2116367987","https://openalex.org/W2140927567","https://openalex.org/W2145023731","https://openalex.org/W2148596671","https://openalex.org/W2150165932","https://openalex.org/W2154658697","https://openalex.org/W2163605009","https://openalex.org/W2163922914","https://openalex.org/W2169042894","https://openalex.org/W2192203593","https://openalex.org/W2282821441","https://openalex.org/W2333796428","https://openalex.org/W2530422462","https://openalex.org/W2534736489","https://openalex.org/W2595485049","https://openalex.org/W2611557737","https://openalex.org/W2753415590","https://openalex.org/W2783699776","https://openalex.org/W2799742832","https://openalex.org/W2891977882","https://openalex.org/W2919115771","https://openalex.org/W2993281142","https://openalex.org/W3007590609","https://openalex.org/W4229773445“],”related_works“:[”https://openalex.org/W4390569940","https://openalex.org/W4388685194","https://openalex.org/W4388422664","https://openalex.org/W4361193272","https://openalex.org/W4310278675","https://openalex.org/W3210057995","https://openalex.org/W2965782936","https://openalex.org/W2963326959","https://openalex.org/W2905433371","https://openalex.org/W2888392564“],”ngrams_url“:”https://api.openalex.org/works/W3101055875/ngrams网站“,”“abstract_inverted_index”:{“预测”:[0],“if”:[1],“红色”:[2],“血液”:[3],“细胞”:[4],“(RBC)”:[5],“是”:[6128186212],“感染”:[7],“有”:[8228],“疟疾”:[9,51,64,77117175180183188],“疟原虫”:[11],“is”:[112111139170174],“an”:[13200],“重要“:[14130],”问题“:[15176],”输入“:[16,69,81,86150195],”病理学。“:[17],”最近,“:[18],”监督“:[19],”机器“:[20],”学习“:[21141],”方法“:[22],”有“:[23,31,61],”曾经“:[24],”使用过“:[25],”用于“:[26,721311167],”这个“:[27,821511196],”问题“:[28],”和“:[2910182216218],”他们“:[30,84,91],”有“:[32],”合理“:[33],”成功“。“:[34],”In“:[35],”specific“:[36],”最新“:[37],”methods“:[38,60138],”such“:[39,55,75109137158],”as“:[40,76144],”Convolutional“:[41],”Neural“:[42],”Networks“:[43],”automatically“:[44],”extract“:[45203],”increased“:[46],”complex“:[47],”feature“:[48,58,67],”hierarchies“:[49],”from“:[50],”图像“:[52],”像素。“:[53],”While“:[54],”generalized“:[56],”automatic“:[57],”extraction“:[59],”implicate“:[62230],”reduced“:[63231],”burder“:[65],”of“:[66,97136157179208],”engineering“:[68],”many“:[70],”domains“:[71],”niche“:[3]3,”tasks“:【74],”one“:【78】,”we“:79198222],”consider“:[80],”paper,“:[83197],”结果“:[85],”二“:[87],”主要“:[88],”问题。“:[89],“First,”:[90],“use”:[92],“a”:[93134204229],“very”:[94122205],“large”:[95118],“number”:[96207],“features”:[98127210],“that”:[99],“may”:[100102],“or”:[101],“not”:[103171],“be”:[104161],“relevant)”:[105],“因此”:[107],“training”:[108],“models”:[110],“计算”:[112],“昂贵。“:[113],“进一步”,“:[114],“更多”:[115],“重要”,:[116],“特征空间”:[119],“制造”:[120],“它”:[121],“难”:[123],“到”:[124147202214],“解释”:[125215],“其中”:[126],“真正”:[129],“预测”。“:[132],”因此,“:[133],”批评“:[135],”那“:[140211221],”算法“:[142159185],”姿势“:[143],”不透明“:[145],”黑箱“:[146],”它的“:[148],”用户“:[149],”案例“:[152],”医学“:[153],”专家。“:[154],”The“:[155],”recommention“:[156169],”can“:[160],”understand“:[162],”easyly“,”:[163],“but”:[164],“reason”:[166],“their”:[168],“clear。“:[172],“This”:[173],“non-interpretability”:[178],“model”,“:[181],“best performance”:[184],“commerly”:[187],“least”:[189],“interpretable”。“:[190],“收件人”:[191],“地址”:[192],“这些”:[193],“问题”:[194],“建议”:[199],“方法”:[201],“小”:[206],“聚合”:[209],“简单”:[213],“计算”:[217],“经验”:[219],“显示”:[220],“获得”:[223],“高”:[224],“预测”:[225],“精度”:[226],“偶数”:[227],“功能空间。“:[232]},”cited_by_api_url“:”https://api.openalex.org/works?filter=cites:W3101055875“,”counts_by_year“:[{”年“:2024,”cited_by_count“:1},{”年份“:2023,”cited_by_count”:4},“{”年度“:2022,”citecd_by_count“:1',{“年份”:2021,”citesd_by_count“:3},”年“:2020,”citted_by-count“:4}],”updated_date“:”2024-06-27T11:31:00.750673“,”created_date:“2020-11-23”}