{"id":"https://openalex.org/W2982085714","doi":"https://doi.org/10.1007/978-3-030-33723-0_2","title":"Joint Optimization of Convolutional Neural Network and Image Preprocessing Selection for Embryo Grade Prediction in In Vitro Fertilization","display_name":"Joint Optimization of Convolutional Neural Network and Image Preprocessing Selection for Embryo Grade Prediction in In Vitro Fertilization","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2982085714","doi":"https://doi.org/10.1007/978-3-030-33723-0_2","mag":"2982085714"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-33723-0_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-33723-0_2","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer 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/A5048507108","display_name":"Kento Uchida","orcid":"https://orcid.org/0000-0002-4179-6020"},"institutions":[{"id":"https://openalex.org/I180203408","display_name":"Yokohama National University","ror":"https://ror.org/03zyp6p76","country_code":"JP","type":"education","lineage":["https://openalex.org/I180203408"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Kento Uchida","raw_affiliation_strings":["Graduate School of Environment and Information Sciences, Yokohama National University, Yokohama, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Environment and Information Sciences, Yokohama National University, Yokohama, Japan","institution_ids":["https://openalex.org/I180203408"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078648227","display_name":"Shota Saito","orcid":"https://orcid.org/0000-0002-9863-6765"},"institutions":[{"id":"https://openalex.org/I180203408","display_name":"Yokohama National University","ror":"https://ror.org/03zyp6p76","country_code":"JP","type":"education","lineage":["https://openalex.org/I180203408"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Shota Saito","raw_affiliation_strings":["Graduate School of Environment and Information Sciences, Yokohama National University, Yokohama, Japan","SkillUp AI Co., Ltd., Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Environment and Information Sciences, Yokohama National University, Yokohama, Japan","institution_ids":["https://openalex.org/I180203408"]},{"raw_affiliation_string":"SkillUp AI Co., Ltd., Tokyo, Japan","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054548040","display_name":"Panca Dewi Pamungkasari","orcid":"https://orcid.org/0000-0001-6471-2398"},"institutions":[{"id":"https://openalex.org/I180203408","display_name":"Yokohama National University","ror":"https://ror.org/03zyp6p76","country_code":"JP","type":"education","lineage":["https://openalex.org/I180203408"]},{"id":"https://openalex.org/I65490261","display_name":"Nasional University","ror":"https://ror.org/00fn3pa80","country_code":"ID","type":"education","lineage":["https://openalex.org/I65490261"]}],"countries":["ID","JP"],"is_corresponding":false,"raw_author_name":"Panca Dewi Pamungkasari","raw_affiliation_strings":["Department of Information and Communication Technology, Universitas Nasional, Jakarta, Indonesia","Graduate School of Environment and Information Sciences, Yokohama National University, Yokohama, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Information and Communication Technology, Universitas Nasional, Jakarta, Indonesia","institution_ids":["https://openalex.org/I65490261"]},{"raw_affiliation_string":"Graduate School of Environment and Information Sciences, Yokohama National University, Yokohama, Japan","institution_ids":["https://openalex.org/I180203408"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027978134","display_name":"Yusei Kawai","orcid":null},"institutions":[{"id":"https://openalex.org/I180203408","display_name":"Yokohama National University","ror":"https://ror.org/03zyp6p76","country_code":"JP","type":"education","lineage":["https://openalex.org/I180203408"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yusei Kawai","raw_affiliation_strings":["Graduate School of Environment and Information Sciences, Yokohama National University, Yokohama, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Environment and Information Sciences, Yokohama National University, Yokohama, Japan","institution_ids":["https://openalex.org/I180203408"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029667221","display_name":"Ita Fauzia Hanoum","orcid":null},"institutions":[{"id":"https://openalex.org/I4210157242","display_name":"Rumah Sakit Umum Pusat Dr. Sardjito","ror":"https://ror.org/05wwwfn44","country_code":"ID","type":"healthcare","lineage":["https://openalex.org/I4210157242"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Ita Fauzia Hanoum","raw_affiliation_strings":["Infertility Laboratory of Permata Hati Program, RSUP DR Sardjito, Yogyakarta, Indonesia"],"affiliations":[{"raw_affiliation_string":"Infertility Laboratory of Permata Hati Program, RSUP DR Sardjito, Yogyakarta, Indonesia","institution_ids":["https://openalex.org/I4210157242"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048813856","display_name":"Filbert H. Juwono","orcid":"https://orcid.org/0000-0002-2596-8101"},"institutions":[{"id":"https://openalex.org/I158949172","display_name":"Curtin University Sarawak","ror":"https://ror.org/024fm2y42","country_code":"MY","type":"education","lineage":["https://openalex.org/I158949172"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Filbert H. Juwono","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Curtin University Malaysia, Miri, Sarawak, Malaysia"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Curtin University Malaysia, Miri, Sarawak, Malaysia","institution_ids":["https://openalex.org/I158949172"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005268349","display_name":"Shinichi Shirakawa","orcid":"https://orcid.org/0000-0002-4659-6108"},"institutions":[{"id":"https://openalex.org/I180203408","display_name":"Yokohama National University","ror":"https://ror.org/03zyp6p76","country_code":"JP","type":"education","lineage":["https://openalex.org/I180203408"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Shinichi Shirakawa","raw_affiliation_strings":["Graduate School of Environment and Information Sciences, Yokohama National University, Yokohama, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Environment and Information Sciences, Yokohama National University, Yokohama, Japan","institution_ids":["https://openalex.org/I180203408"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5048507108"],"corresponding_institution_ids":["https://openalex.org/I180203408"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.9098,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.75335487,"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":"14","last_page":"24"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13693","display_name":"Smart Systems and Machine Learning","score":0.8687999844551086,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T13693","display_name":"Smart Systems and Machine Learning","score":0.8687999844551086,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10828","display_name":"Biometric Identification and Security","score":0.8427000045776367,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10057","display_name":"Face and Expression Recognition","score":0.8324000239372253,"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":0.7778878211975098},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6671671271324158},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.6291829347610474},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5909707546234131},{"id":"https://openalex.org/keywords/joint","display_name":"Joint (building)","score":0.5860907435417175},{"id":"https://openalex.org/keywords/in-vitro-fertilisation","display_name":"In vitro fertilisation","score":0.5836963653564453},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5447682738304138},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.462211549282074},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4484168291091919},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35146474838256836},{"id":"https://openalex.org/keywords/embryo","display_name":"Embryo","score":0.2601093053817749},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.09067931771278381}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7778878211975098},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6671671271324158},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.6291829347610474},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5909707546234131},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.5860907435417175},{"id":"https://openalex.org/C512716672","wikidata":"https://www.wikidata.org/wiki/Q200117","display_name":"In vitro fertilisation","level":3,"score":0.5836963653564453},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5447682738304138},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.462211549282074},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4484168291091919},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35146474838256836},{"id":"https://openalex.org/C196843134","wikidata":"https://www.wikidata.org/wiki/Q33196","display_name":"Embryo","level":2,"score":0.2601093053817749},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.09067931771278381},{"id":"https://openalex.org/C95444343","wikidata":"https://www.wikidata.org/wiki/Q7141","display_name":"Cell biology","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-33723-0_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-33723-0_2","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W104184427","https://openalex.org/W158107923","https://openalex.org/W569478347","https://openalex.org/W1412526233","https://openalex.org/W1677182931","https://openalex.org/W1970789124","https://openalex.org/W1997397744","https://openalex.org/W2033065549","https://openalex.org/W2095705004","https://openalex.org/W2519965060","https://openalex.org/W2621065559","https://openalex.org/W2784822746","https://openalex.org/W2839756932","https://openalex.org/W2890313175","https://openalex.org/W2910025422","https://openalex.org/W2927960701","https://openalex.org/W2935410449","https://openalex.org/W2945445935","https://openalex.org/W2962835968","https://openalex.org/W2963126366","https://openalex.org/W2963911037"],"related_works":["https://openalex.org/W4293226380","https://openalex.org/W2397288865","https://openalex.org/W4321487865","https://openalex.org/W4313906399","https://openalex.org/W1996130883","https://openalex.org/W2368524271","https://openalex.org/W4247116873","https://openalex.org/W2748574964","https://openalex.org/W2590798552","https://openalex.org/W2811106690"],"abstract_inverted_index":null,"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}