{"id":"https://openalex.org/W2891279701","doi":"https://doi.org/10.1007/978-3-030-00889-5_29","title":"Nonlinear Adaptively Learned Optimization for Object Localization in 3D Medical Images","display_name":"Nonlinear Adaptively Learned Optimization for Object Localization in 3D Medical Images","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2891279701","doi":"https://doi.org/10.1007/978-3-030-00889-5_29","mag":"2891279701"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-00889-5_29","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-00889-5_29","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/A5003986370","display_name":"Mayalen Etcheverry","orcid":"https://orcid.org/0000-0001-9568-6081"},"institutions":[{"id":"https://openalex.org/I4210122110","display_name":"Medical Solutions","ror":"https://ror.org/02kqtfa81","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I4210122110"]},{"id":"https://openalex.org/I4210137693","display_name":"Siemens (United States)","ror":"https://ror.org/04axb7e79","country_code":"US","type":"company","lineage":["https://openalex.org/I1325886976","https://openalex.org/I4210137693"]}],"countries":["GB","US"],"is_corresponding":true,"raw_author_name":"Mayalen Etcheverry","raw_affiliation_strings":["Digital Technology and Innovation, Siemens Medical Solutions, Princeton, NJ, USA","Digital Technology and Innovation, Siemens Medical Solutions, Princeton, USA"],"affiliations":[{"raw_affiliation_string":"Digital Technology and Innovation, Siemens Medical Solutions, Princeton, NJ, USA","institution_ids":["https://openalex.org/I4210122110","https://openalex.org/I4210137693"]},{"raw_affiliation_string":"Digital Technology and Innovation, Siemens Medical Solutions, Princeton, USA","institution_ids":["https://openalex.org/I4210137693"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011888340","display_name":"Bogdan Georgescu","orcid":"https://orcid.org/0000-0001-5388-5699"},"institutions":[{"id":"https://openalex.org/I4210122110","display_name":"Medical Solutions","ror":"https://ror.org/02kqtfa81","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I4210122110"]},{"id":"https://openalex.org/I4210137693","display_name":"Siemens (United States)","ror":"https://ror.org/04axb7e79","country_code":"US","type":"company","lineage":["https://openalex.org/I1325886976","https://openalex.org/I4210137693"]}],"countries":["GB","US"],"is_corresponding":false,"raw_author_name":"Bogdan Georgescu","raw_affiliation_strings":["Digital Technology and Innovation, Siemens Medical Solutions, Princeton, NJ, USA","Digital Technology and Innovation, Siemens Medical Solutions, Princeton, USA"],"affiliations":[{"raw_affiliation_string":"Digital Technology and Innovation, Siemens Medical Solutions, Princeton, NJ, USA","institution_ids":["https://openalex.org/I4210122110","https://openalex.org/I4210137693"]},{"raw_affiliation_string":"Digital Technology and Innovation, Siemens Medical Solutions, Princeton, USA","institution_ids":["https://openalex.org/I4210137693"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074300820","display_name":"Benjamin L. Odry","orcid":"https://orcid.org/0000-0001-9551-241X"},"institutions":[{"id":"https://openalex.org/I4210137693","display_name":"Siemens (United States)","ror":"https://ror.org/04axb7e79","country_code":"US","type":"company","lineage":["https://openalex.org/I1325886976","https://openalex.org/I4210137693"]},{"id":"https://openalex.org/I4210122110","display_name":"Medical Solutions","ror":"https://ror.org/02kqtfa81","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I4210122110"]}],"countries":["GB","US"],"is_corresponding":false,"raw_author_name":"Benjamin Odry","raw_affiliation_strings":["Digital Technology and Innovation, Siemens Medical Solutions, Princeton, NJ, USA","Digital Technology and Innovation, Siemens Medical Solutions, Princeton, USA"],"affiliations":[{"raw_affiliation_string":"Digital Technology and Innovation, Siemens Medical Solutions, Princeton, NJ, USA","institution_ids":["https://openalex.org/I4210122110","https://openalex.org/I4210137693"]},{"raw_affiliation_string":"Digital Technology and Innovation, Siemens Medical Solutions, Princeton, USA","institution_ids":["https://openalex.org/I4210137693"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055448355","display_name":"Thomas J. Re","orcid":"https://orcid.org/0000-0003-2285-1562"},"institutions":[{"id":"https://openalex.org/I4210137693","display_name":"Siemens (United States)","ror":"https://ror.org/04axb7e79","country_code":"US","type":"company","lineage":["https://openalex.org/I1325886976","https://openalex.org/I4210137693"]},{"id":"https://openalex.org/I4210122110","display_name":"Medical Solutions","ror":"https://ror.org/02kqtfa81","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I4210122110"]}],"countries":["GB","US"],"is_corresponding":false,"raw_author_name":"Thomas J. Re","raw_affiliation_strings":["Digital Technology and Innovation, Siemens Medical Solutions, Princeton, NJ, USA","Digital Technology and Innovation, Siemens Medical Solutions, Princeton, USA"],"affiliations":[{"raw_affiliation_string":"Digital Technology and Innovation, Siemens Medical Solutions, Princeton, NJ, USA","institution_ids":["https://openalex.org/I4210122110","https://openalex.org/I4210137693"]},{"raw_affiliation_string":"Digital Technology and Innovation, Siemens Medical Solutions, Princeton, USA","institution_ids":["https://openalex.org/I4210137693"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084400152","display_name":"Shivam Kaushik","orcid":"https://orcid.org/0000-0001-8548-4136"},"institutions":[{"id":"https://openalex.org/I4210122110","display_name":"Medical Solutions","ror":"https://ror.org/02kqtfa81","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I4210122110"]},{"id":"https://openalex.org/I4210137693","display_name":"Siemens (United States)","ror":"https://ror.org/04axb7e79","country_code":"US","type":"company","lineage":["https://openalex.org/I1325886976","https://openalex.org/I4210137693"]}],"countries":["GB","US"],"is_corresponding":false,"raw_author_name":"Shivam Kaushik","raw_affiliation_strings":["Digital Technology and Innovation, Siemens Medical Solutions, Princeton, NJ, USA","Digital Technology and Innovation, Siemens Medical Solutions, Princeton, USA"],"affiliations":[{"raw_affiliation_string":"Digital Technology and Innovation, Siemens Medical Solutions, Princeton, NJ, USA","institution_ids":["https://openalex.org/I4210122110","https://openalex.org/I4210137693"]},{"raw_affiliation_string":"Digital Technology and Innovation, Siemens Medical Solutions, Princeton, USA","institution_ids":["https://openalex.org/I4210137693"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079108174","display_name":"Bernhard Geiger","orcid":"https://orcid.org/0000-0002-3508-4182"},"institutions":[{"id":"https://openalex.org/I4210122110","display_name":"Medical Solutions","ror":"https://ror.org/02kqtfa81","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I4210122110"]},{"id":"https://openalex.org/I4210137693","display_name":"Siemens (United States)","ror":"https://ror.org/04axb7e79","country_code":"US","type":"company","lineage":["https://openalex.org/I1325886976","https://openalex.org/I4210137693"]}],"countries":["GB","US"],"is_corresponding":false,"raw_author_name":"Bernhard Geiger","raw_affiliation_strings":["Digital Technology and Innovation, Siemens Medical Solutions, Princeton, NJ, USA","Digital Technology and Innovation, Siemens Medical Solutions, Princeton, USA"],"affiliations":[{"raw_affiliation_string":"Digital Technology and Innovation, Siemens Medical Solutions, Princeton, NJ, USA","institution_ids":["https://openalex.org/I4210122110","https://openalex.org/I4210137693"]},{"raw_affiliation_string":"Digital Technology and Innovation, Siemens Medical Solutions, Princeton, USA","institution_ids":["https://openalex.org/I4210137693"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028710292","display_name":"Nadar Mariappan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210122110","display_name":"Medical Solutions","ror":"https://ror.org/02kqtfa81","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I4210122110"]},{"id":"https://openalex.org/I4210137693","display_name":"Siemens (United States)","ror":"https://ror.org/04axb7e79","country_code":"US","type":"company","lineage":["https://openalex.org/I1325886976","https://openalex.org/I4210137693"]}],"countries":["GB","US"],"is_corresponding":false,"raw_author_name":"Nadar Mariappan","raw_affiliation_strings":["Digital Technology and Innovation, Siemens Medical Solutions, Princeton, NJ, USA","Digital Technology and Innovation, Siemens Medical Solutions, Princeton, USA"],"affiliations":[{"raw_affiliation_string":"Digital Technology and Innovation, Siemens Medical Solutions, Princeton, NJ, USA","institution_ids":["https://openalex.org/I4210122110","https://openalex.org/I4210137693"]},{"raw_affiliation_string":"Digital Technology and Innovation, Siemens Medical Solutions, Princeton, USA","institution_ids":["https://openalex.org/I4210137693"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087446167","display_name":"Sa\u0161a Grbi\u0107","orcid":"https://orcid.org/0000-0002-7564-9811"},"institutions":[{"id":"https://openalex.org/I4210122110","display_name":"Medical Solutions","ror":"https://ror.org/02kqtfa81","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I4210122110"]},{"id":"https://openalex.org/I4210137693","display_name":"Siemens (United States)","ror":"https://ror.org/04axb7e79","country_code":"US","type":"company","lineage":["https://openalex.org/I1325886976","https://openalex.org/I4210137693"]}],"countries":["GB","US"],"is_corresponding":false,"raw_author_name":"Sasa Grbic","raw_affiliation_strings":["Digital Technology and Innovation, Siemens Medical Solutions, Princeton, NJ, USA","Digital Technology and Innovation, Siemens Medical Solutions, Princeton, USA"],"affiliations":[{"raw_affiliation_string":"Digital Technology and Innovation, Siemens Medical Solutions, Princeton, NJ, USA","institution_ids":["https://openalex.org/I4210122110","https://openalex.org/I4210137693"]},{"raw_affiliation_string":"Digital Technology and Innovation, Siemens Medical Solutions, Princeton, USA","institution_ids":["https://openalex.org/I4210137693"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012751147","display_name":"Dorin Comaniciu","orcid":"https://orcid.org/0000-0002-5238-8647"},"institutions":[{"id":"https://openalex.org/I4210137693","display_name":"Siemens (United States)","ror":"https://ror.org/04axb7e79","country_code":"US","type":"company","lineage":["https://openalex.org/I1325886976","https://openalex.org/I4210137693"]},{"id":"https://openalex.org/I4210122110","display_name":"Medical Solutions","ror":"https://ror.org/02kqtfa81","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I4210122110"]}],"countries":["GB","US"],"is_corresponding":false,"raw_author_name":"Dorin Comaniciu","raw_affiliation_strings":["Digital Technology and Innovation, Siemens Medical Solutions, Princeton, NJ, USA","Digital Technology and Innovation, Siemens Medical Solutions, Princeton, USA"],"affiliations":[{"raw_affiliation_string":"Digital Technology and Innovation, Siemens Medical Solutions, Princeton, NJ, USA","institution_ids":["https://openalex.org/I4210122110","https://openalex.org/I4210137693"]},{"raw_affiliation_string":"Digital Technology and Innovation, Siemens Medical Solutions, Princeton, USA","institution_ids":["https://openalex.org/I4210137693"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5003986370"],"corresponding_institution_ids":["https://openalex.org/I4210122110","https://openalex.org/I4210137693"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.2722,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.7282983,"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":"254","last_page":"262"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9987999796867371,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9987999796867371,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9980000257492065,"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":0.996999979019165,"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/computer-science","display_name":"Computer science","score":0.8630585670471191},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.805485188961029},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.728172779083252},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.7243581414222717},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5410887002944946},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.47813451290130615},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.46424755454063416},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.4619240164756775},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.4493289291858673},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.4467655420303345},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.446399986743927},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.43766507506370544},{"id":"https://openalex.org/keywords/modality","display_name":"Modality (human\u2013computer interaction)","score":0.41390901803970337}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8630585670471191},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.805485188961029},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.728172779083252},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7243581414222717},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5410887002944946},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.47813451290130615},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.46424755454063416},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.4619240164756775},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.4493289291858673},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.4467655420303345},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.446399986743927},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.43766507506370544},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.41390901803970337},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-00889-5_29","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-00889-5_29","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":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.8100000023841858}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W116922145","https://openalex.org/W1590690596","https://openalex.org/W1757796397","https://openalex.org/W1981276685","https://openalex.org/W2065698093","https://openalex.org/W2155968351","https://openalex.org/W2318872361","https://openalex.org/W2523382659","https://openalex.org/W2547083344","https://openalex.org/W2613718673","https://openalex.org/W2746553466","https://openalex.org/W2771590529"],"related_works":["https://openalex.org/W2385859805","https://openalex.org/W2530972254","https://openalex.org/W4306904969","https://openalex.org/W2138720691","https://openalex.org/W4362501864","https://openalex.org/W4380318855","https://openalex.org/W2031695474","https://openalex.org/W2024136090","https://openalex.org/W2586732548","https://openalex.org/W3049728571"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"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"}