{"id":"https://openalex.org/W2581775288","doi":"https://doi.org/10.1016/b978-0-12-810408-8.00006-7","title":"Multi-Instance Multi-Stage Deep Learning for Medical Image Recognition","display_name":"Multi-Instance Multi-Stage Deep Learning for Medical Image Recognition","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2581775288","doi":"https://doi.org/10.1016/b978-0-12-810408-8.00006-7","mag":"2581775288"},"language":"en","primary_location":{"id":"doi:10.1016/b978-0-12-810408-8.00006-7","doi":"https://doi.org/10.1016/b978-0-12-810408-8.00006-7","is_oa":false,"landing_page_url":"https://doi.org/10.1016/b978-0-12-810408-8.00006-7","pdf_url":null,"source":{"id":"https://openalex.org/S4306463230","display_name":"Elsevier eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Deep Learning for Medical Image Analysis","raw_type":"book-chapter"},"volume":null,"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5077384503","display_name":"Zhennan Yan","orcid":"https://orcid.org/0000-0001-7128-1696","observed_orcids":["https://orcid.org/0000-0001-7128-1696"]},"institutions":[{"id":"https://openalex.org/I102322142","display_name":"Rutgers, The State University of New Jersey","ror":"https://ror.org/05vt9qd57","country_code":"US","type":"education","lineage":["https://openalex.org/I102322142"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhennan Yan","raw_affiliation_strings":["Rutgers University, Piscataway, NJ, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rutgers University, Piscataway, NJ, United States","institution_ids":["https://openalex.org/I102322142"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062819602","display_name":"Yiqiang Zhan","orcid":"https://orcid.org/0000-0001-8391-2555","observed_orcids":["https://orcid.org/0000-0001-8391-2555"]},"institutions":[{"id":"https://openalex.org/I4210151799","display_name":"Siemens Healthcare (United States)","ror":"https://ror.org/054962n91","country_code":"US","type":"company","lineage":["https://openalex.org/I4210151799"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yiqiang Zhan","raw_affiliation_strings":["Siemens Healthcare, Malvern, PA, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Siemens Healthcare, Malvern, PA, United States","institution_ids":["https://openalex.org/I4210151799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066553616","display_name":"Shaoting Zhang","orcid":"https://orcid.org/0000-0002-8719-448X","observed_orcids":["https://orcid.org/0000-0002-8719-448X"]},"institutions":[{"id":"https://openalex.org/I102149020","display_name":"University of North Carolina at Charlotte","ror":"https://ror.org/04dawnj30","country_code":"US","type":"education","lineage":["https://openalex.org/I102149020"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shaoting Zhang","raw_affiliation_strings":["University of North Carolina at Charlotte, Charlotte, NC, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of North Carolina at Charlotte, Charlotte, NC, United States","institution_ids":["https://openalex.org/I102149020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064437234","display_name":"Dimitris Metaxas","orcid":"https://orcid.org/0000-0001-7142-7640","observed_orcids":["https://orcid.org/0000-0001-7142-7640"]},"institutions":[{"id":"https://openalex.org/I102322142","display_name":"Rutgers, The State University of New Jersey","ror":"https://ror.org/05vt9qd57","country_code":"US","type":"education","lineage":["https://openalex.org/I102322142"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dimitris Metaxas","raw_affiliation_strings":["Rutgers University, Piscataway, NJ, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rutgers University, Piscataway, NJ, United States","institution_ids":["https://openalex.org/I102322142"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103008068","display_name":"Xiang Sean Zhou","orcid":"https://orcid.org/0009-0006-7477-4094","observed_orcids":["https://orcid.org/0009-0006-7477-4094","https://orcid.org/0000-0002-4907-249X"]},"institutions":[{"id":"https://openalex.org/I4210151799","display_name":"Siemens Healthcare (United States)","ror":"https://ror.org/054962n91","country_code":"US","type":"company","lineage":["https://openalex.org/I4210151799"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiang Sean Zhou","raw_affiliation_strings":["Siemens Healthcare, Malvern, PA, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Siemens Healthcare, Malvern, PA, United States","institution_ids":["https://openalex.org/I4210151799"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.6529,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.95256534,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"83","last_page":"104"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.46560001373291016,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.46560001373291016,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10036","display_name":"Advanced Neural Network Applications","score":0.20100000500679016,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.0706000030040741,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/multiple-instance-learning","display_name":"multiple instance learning","score":0.9110000133514404},{"id":"https://openalex.org/keywords/multi-stage-deep-learning","display_name":"multi-stage deep learning","score":0.9760000109672546},{"id":"https://openalex.org/keywords/medical-image-classification","display_name":"medical image classification","score":0.890999972820282},{"id":"https://openalex.org/keywords/body-part-recognition","display_name":"body part recognition","score":0.781000018119812},{"id":"https://openalex.org/keywords/ct-images","display_name":"CT images","score":0.9369999766349792},{"id":"https://openalex.org/keywords/pretraining","display_name":"pre-training","score":0.38199999928474426},{"id":"https://openalex.org/keywords/fine-tuning","display_name":"fine-tuning","score":0.9409999847412109},{"id":"https://openalex.org/keywords/convolutional-neural-networks","display_name":"convolutional neural networks","score":0.796999990940094}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.8123167753219604},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.8104904890060425},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7540119886398315},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.736222505569458},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7225585579872131},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5827189683914185},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5783400535583496},{"id":"https://openalex.org/C199579030","wikidata":"https://www.wikidata.org/wiki/Q2851778","display_name":"Automatic image annotation","level":4,"score":0.4771246910095215},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.45842161774635315},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.4494129419326782},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.43816015124320984},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4315020740032196},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.43030911684036255}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/b978-0-12-810408-8.00006-7","doi":"https://doi.org/10.1016/b978-0-12-810408-8.00006-7","is_oa":false,"landing_page_url":"https://doi.org/10.1016/b978-0-12-810408-8.00006-7","pdf_url":null,"source":{"id":"https://openalex.org/S4306463230","display_name":"Elsevier eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Deep Learning for Medical Image Analysis","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":75,"referenced_works":["https://openalex.org/W308431700","https://openalex.org/W639708223","https://openalex.org/W954267072","https://openalex.org/W1504543387","https://openalex.org/W1529410181","https://openalex.org/W1553719179","https://openalex.org/W1555106964","https://openalex.org/W1567302070","https://openalex.org/W1573412753","https://openalex.org/W1665214252","https://openalex.org/W1767951414","https://openalex.org/W1893210478","https://openalex.org/W1901129140","https://openalex.org/W1905882502","https://openalex.org/W1920022804","https://openalex.org/W1938425378","https://openalex.org/W1945608308","https://openalex.org/W1955462214","https://openalex.org/W1973948212","https://openalex.org/W1980287119","https://openalex.org/W1981276685","https://openalex.org/W2009085725","https://openalex.org/W2014918341","https://openalex.org/W2029115635","https://openalex.org/W2034102777","https://openalex.org/W2038952578","https://openalex.org/W2063483194","https://openalex.org/W2078374709","https://openalex.org/W2082526668","https://openalex.org/W2084258254","https://openalex.org/W2095705004","https://openalex.org/W2099290282","https://openalex.org/W2102605133","https://openalex.org/W2107166114","https://openalex.org/W2110872054","https://openalex.org/W2112796928","https://openalex.org/W2118386984","https://openalex.org/W2120419212","https://openalex.org/W2125085157","https://openalex.org/W2130306094","https://openalex.org/W2130942839","https://openalex.org/W2132116135","https://openalex.org/W2133584444","https://openalex.org/W2140139548","https://openalex.org/W2145287260","https://openalex.org/W2151103935","https://openalex.org/W2154318594","https://openalex.org/W2158362736","https://openalex.org/W2160815625","https://openalex.org/W2161969291","https://openalex.org/W2163605009","https://openalex.org/W2163922914","https://openalex.org/W2184188583","https://openalex.org/W2191637929","https://openalex.org/W2253429366","https://openalex.org/W2323929895","https://openalex.org/W2332066482","https://openalex.org/W2339885376","https://openalex.org/W2342591535","https://openalex.org/W2344858100","https://openalex.org/W2559655401","https://openalex.org/W2602247401","https://openalex.org/W2604272474","https://openalex.org/W2919115771","https://openalex.org/W2950094539","https://openalex.org/W2951548327","https://openalex.org/W3033056435","https://openalex.org/W3147600416","https://openalex.org/W4239510810","https://openalex.org/W4247821556","https://openalex.org/W4247924304","https://openalex.org/W4301172471","https://openalex.org/W6631782140","https://openalex.org/W6640693356","https://openalex.org/W6653248861"],"related_works":["https://openalex.org/W2344858100","https://openalex.org/W954267072","https://openalex.org/W2907988449","https://openalex.org/W2979854708","https://openalex.org/W4313525623","https://openalex.org/W3033608360","https://openalex.org/W2050418754","https://openalex.org/W3033154929","https://openalex.org/W4205409863","https://openalex.org/W7164803596"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2017-02-03T00:00:00"}