{"id":"https://openalex.org/W3021631844","doi":"https://doi.org/10.1007/978-3-030-46970-2_6","title":"Stepwise Transfer of Domain Knowledge for Computer-Aided Diagnosis in Pathology Using Deep Neural Networks","display_name":"Stepwise Transfer of Domain Knowledge for Computer-Aided Diagnosis in Pathology Using Deep Neural Networks","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3021631844","doi":"https://doi.org/10.1007/978-3-030-46970-2_6","mag":"3021631844"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-46970-2_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-46970-2_6","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"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/A5001448777","display_name":"Jia Qu","orcid":"https://orcid.org/0000-0002-0595-3690"},"institutions":[{"id":"https://openalex.org/I4210133125","display_name":"Mitsubishi Electric (Japan)","ror":"https://ror.org/033y26782","country_code":"JP","type":"company","lineage":["https://openalex.org/I1306287861","https://openalex.org/I4210133125"]},{"id":"https://openalex.org/I146399215","display_name":"University of Tsukuba","ror":"https://ror.org/02956yf07","country_code":"JP","type":"education","lineage":["https://openalex.org/I146399215"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Jia Qu","raw_affiliation_strings":["Mitsubishi Electric Corporation, Tokyo, Japan","University of Tsukuba, Tsukuba, Japan"],"affiliations":[{"raw_affiliation_string":"Mitsubishi Electric Corporation, Tokyo, Japan","institution_ids":["https://openalex.org/I4210133125"]},{"raw_affiliation_string":"University of Tsukuba, Tsukuba, Japan","institution_ids":["https://openalex.org/I146399215"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059527482","display_name":"Nobuyuki Hiruta","orcid":"https://orcid.org/0009-0008-9985-575X"},"institutions":[{"id":"https://openalex.org/I4210125448","display_name":"Toho University Medical Center Sakura Hospital","ror":"https://ror.org/02xrm8w90","country_code":"JP","type":"healthcare","lineage":["https://openalex.org/I4210125448"]},{"id":"https://openalex.org/I129634264","display_name":"Toho University","ror":"https://ror.org/02hcx7n63","country_code":"JP","type":"education","lineage":["https://openalex.org/I129634264"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Nobuyuki Hiruta","raw_affiliation_strings":["Toho University Sakura Medical Center, Sakura, Japan"],"affiliations":[{"raw_affiliation_string":"Toho University Sakura Medical Center, Sakura, Japan","institution_ids":["https://openalex.org/I4210125448","https://openalex.org/I129634264"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037080030","display_name":"Kensuke Terai","orcid":null},"institutions":[{"id":"https://openalex.org/I4210125448","display_name":"Toho University Medical Center Sakura Hospital","ror":"https://ror.org/02xrm8w90","country_code":"JP","type":"healthcare","lineage":["https://openalex.org/I4210125448"]},{"id":"https://openalex.org/I129634264","display_name":"Toho University","ror":"https://ror.org/02hcx7n63","country_code":"JP","type":"education","lineage":["https://openalex.org/I129634264"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kensuke Terai","raw_affiliation_strings":["Toho University Sakura Medical Center, Sakura, Japan"],"affiliations":[{"raw_affiliation_string":"Toho University Sakura Medical Center, Sakura, Japan","institution_ids":["https://openalex.org/I4210125448","https://openalex.org/I129634264"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055002737","display_name":"Hirokazu Nosato","orcid":"https://orcid.org/0000-0003-0332-7028"},"institutions":[{"id":"https://openalex.org/I73613424","display_name":"National Institute of Advanced Industrial Science and Technology","ror":"https://ror.org/01703db54","country_code":"JP","type":"government","lineage":["https://openalex.org/I73613424"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hirokazu Nosato","raw_affiliation_strings":["National Institute of Advanced Industrial Science and Technology (AIST), Tsukuba, Japan"],"affiliations":[{"raw_affiliation_string":"National Institute of Advanced Industrial Science and Technology (AIST), Tsukuba, Japan","institution_ids":["https://openalex.org/I73613424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102933815","display_name":"Masahiro Murakawa","orcid":"https://orcid.org/0000-0002-8406-7426"},"institutions":[{"id":"https://openalex.org/I73613424","display_name":"National Institute of Advanced Industrial Science and Technology","ror":"https://ror.org/01703db54","country_code":"JP","type":"government","lineage":["https://openalex.org/I73613424"]},{"id":"https://openalex.org/I146399215","display_name":"University of Tsukuba","ror":"https://ror.org/02956yf07","country_code":"JP","type":"education","lineage":["https://openalex.org/I146399215"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Masahiro Murakawa","raw_affiliation_strings":["National Institute of Advanced Industrial Science and Technology (AIST), Tsukuba, Japan","University of Tsukuba, Tsukuba, Japan"],"affiliations":[{"raw_affiliation_string":"National Institute of Advanced Industrial Science and Technology (AIST), Tsukuba, Japan","institution_ids":["https://openalex.org/I73613424"]},{"raw_affiliation_string":"University of Tsukuba, Tsukuba, Japan","institution_ids":["https://openalex.org/I146399215"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027102173","display_name":"Hidenori Sakanashi","orcid":"https://orcid.org/0000-0001-8987-908X"},"institutions":[{"id":"https://openalex.org/I146399215","display_name":"University of Tsukuba","ror":"https://ror.org/02956yf07","country_code":"JP","type":"education","lineage":["https://openalex.org/I146399215"]},{"id":"https://openalex.org/I73613424","display_name":"National Institute of Advanced Industrial Science and Technology","ror":"https://ror.org/01703db54","country_code":"JP","type":"government","lineage":["https://openalex.org/I73613424"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hidenori Sakanashi","raw_affiliation_strings":["National Institute of Advanced Industrial Science and Technology (AIST), Tsukuba, Japan","University of Tsukuba, Tsukuba, Japan"],"affiliations":[{"raw_affiliation_string":"National Institute of Advanced Industrial Science and Technology (AIST), Tsukuba, Japan","institution_ids":["https://openalex.org/I73613424"]},{"raw_affiliation_string":"University of Tsukuba, Tsukuba, Japan","institution_ids":["https://openalex.org/I146399215"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5001448777"],"corresponding_institution_ids":["https://openalex.org/I146399215","https://openalex.org/I4210133125"],"apc_list":null,"apc_paid":null,"fwci":0.2747,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.52515427,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"105","last_page":"119"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9990000128746033,"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"}},"topics":[{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9990000128746033,"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"}},{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9969000220298767,"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"}},{"id":"https://openalex.org/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9943000078201294,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8183712363243103},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7338308691978455},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6898514628410339},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.6842817068099976},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6801541447639465},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.6165674924850464},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5997470617294312},{"id":"https://openalex.org/keywords/domain-knowledge","display_name":"Domain knowledge","score":0.5576813220977783},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5361933708190918},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4632384181022644},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.45223328471183777},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.41611966490745544},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3294355869293213}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8183712363243103},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7338308691978455},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6898514628410339},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.6842817068099976},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6801541447639465},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.6165674924850464},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5997470617294312},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.5576813220977783},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5361933708190918},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4632384181022644},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.45223328471183777},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.41611966490745544},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3294355869293213},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-46970-2_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-46970-2_6","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W117943111","https://openalex.org/W1677182931","https://openalex.org/W1686810756","https://openalex.org/W1757407923","https://openalex.org/W1988801077","https://openalex.org/W1993368424","https://openalex.org/W2018211174","https://openalex.org/W2066737883","https://openalex.org/W2080743883","https://openalex.org/W2089580584","https://openalex.org/W2127710322","https://openalex.org/W2132048066","https://openalex.org/W2136972731","https://openalex.org/W2144223474","https://openalex.org/W2146432800","https://openalex.org/W2163605009","https://openalex.org/W2165698076","https://openalex.org/W2170505850","https://openalex.org/W2183348386","https://openalex.org/W2264887978","https://openalex.org/W2282915343","https://openalex.org/W2288892845","https://openalex.org/W2302302587","https://openalex.org/W2435090885","https://openalex.org/W2530318160","https://openalex.org/W2533800772","https://openalex.org/W2593461035","https://openalex.org/W2594258169","https://openalex.org/W2618999197","https://openalex.org/W2716665989","https://openalex.org/W2921896820","https://openalex.org/W2962706528","https://openalex.org/W2963409068","https://openalex.org/W2963803174","https://openalex.org/W6602452458","https://openalex.org/W6605520847"],"related_works":["https://openalex.org/W2800691917","https://openalex.org/W2760944304","https://openalex.org/W2807839383","https://openalex.org/W3193641238","https://openalex.org/W3162092403","https://openalex.org/W4281382123","https://openalex.org/W3186513815","https://openalex.org/W2940859255","https://openalex.org/W3108818623","https://openalex.org/W3195729625"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
