{"id":"https://openalex.org/W4221141759","doi":"https://doi.org/10.1007/978-3-031-19803-8_26","title":"Auto-FedRL: Federated Hyperparameter Optimization for\u00a0Multi-institutional Medical Image Segmentation","display_name":"Auto-FedRL: Federated Hyperparameter Optimization for\u00a0Multi-institutional Medical Image Segmentation","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4221141759","doi":"https://doi.org/10.1007/978-3-031-19803-8_26"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-19803-8_26","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-19803-8_26","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/A5101856088","display_name":"Pengfei Guo","orcid":"https://orcid.org/0000-0001-8012-6938"},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Pengfei Guo","raw_affiliation_strings":["Johns Hopkins University, Baltimore, USA"],"affiliations":[{"raw_affiliation_string":"Johns Hopkins University, Baltimore, USA","institution_ids":["https://openalex.org/I145311948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100432277","display_name":"Dong Yang","orcid":"https://orcid.org/0000-0002-9907-395X"},"institutions":[{"id":"https://openalex.org/I4210127875","display_name":"Nvidia (United States)","ror":"https://ror.org/03jdj4y14","country_code":"US","type":"company","lineage":["https://openalex.org/I4210127875"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dong Yang","raw_affiliation_strings":["NVIDIA, Santa Clara, USA"],"affiliations":[{"raw_affiliation_string":"NVIDIA, Santa Clara, USA","institution_ids":["https://openalex.org/I4210127875"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028525720","display_name":"Ali Hatamizadeh","orcid":"https://orcid.org/0000-0002-5349-1996"},"institutions":[{"id":"https://openalex.org/I4210127875","display_name":"Nvidia (United States)","ror":"https://ror.org/03jdj4y14","country_code":"US","type":"company","lineage":["https://openalex.org/I4210127875"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ali Hatamizadeh","raw_affiliation_strings":["NVIDIA, Santa Clara, USA"],"affiliations":[{"raw_affiliation_string":"NVIDIA, Santa Clara, USA","institution_ids":["https://openalex.org/I4210127875"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103103414","display_name":"An Xu","orcid":"https://orcid.org/0000-0001-7480-5010"},"institutions":[{"id":"https://openalex.org/I4210127875","display_name":"Nvidia (United States)","ror":"https://ror.org/03jdj4y14","country_code":"US","type":"company","lineage":["https://openalex.org/I4210127875"]},{"id":"https://openalex.org/I170201317","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305","country_code":"US","type":"education","lineage":["https://openalex.org/I170201317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"An Xu","raw_affiliation_strings":["University of Pittsburgh, Pittsburgh, USA","NVIDIA, Santa Clara, USA"],"affiliations":[{"raw_affiliation_string":"University of Pittsburgh, Pittsburgh, USA","institution_ids":["https://openalex.org/I170201317"]},{"raw_affiliation_string":"NVIDIA, Santa Clara, USA","institution_ids":["https://openalex.org/I4210127875"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039608149","display_name":"Ziyue Xu","orcid":"https://orcid.org/0000-0002-5728-6869"},"institutions":[{"id":"https://openalex.org/I4210127875","display_name":"Nvidia (United States)","ror":"https://ror.org/03jdj4y14","country_code":"US","type":"company","lineage":["https://openalex.org/I4210127875"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ziyue Xu","raw_affiliation_strings":["NVIDIA, Santa Clara, USA"],"affiliations":[{"raw_affiliation_string":"NVIDIA, Santa Clara, USA","institution_ids":["https://openalex.org/I4210127875"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100461989","display_name":"Wenqi Li","orcid":"https://orcid.org/0000-0003-1081-2830"},"institutions":[{"id":"https://openalex.org/I4210127875","display_name":"Nvidia (United States)","ror":"https://ror.org/03jdj4y14","country_code":"US","type":"company","lineage":["https://openalex.org/I4210127875"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wenqi Li","raw_affiliation_strings":["NVIDIA, Santa Clara, USA"],"affiliations":[{"raw_affiliation_string":"NVIDIA, Santa Clara, USA","institution_ids":["https://openalex.org/I4210127875"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079985898","display_name":"Can Zhao","orcid":"https://orcid.org/0000-0002-6939-359X"},"institutions":[{"id":"https://openalex.org/I4210127875","display_name":"Nvidia (United States)","ror":"https://ror.org/03jdj4y14","country_code":"US","type":"company","lineage":["https://openalex.org/I4210127875"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Can Zhao","raw_affiliation_strings":["NVIDIA, Santa Clara, USA"],"affiliations":[{"raw_affiliation_string":"NVIDIA, Santa Clara, USA","institution_ids":["https://openalex.org/I4210127875"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052339079","display_name":"Daguang Xu","orcid":"https://orcid.org/0000-0002-4621-881X"},"institutions":[{"id":"https://openalex.org/I4210127875","display_name":"Nvidia (United States)","ror":"https://ror.org/03jdj4y14","country_code":"US","type":"company","lineage":["https://openalex.org/I4210127875"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Daguang Xu","raw_affiliation_strings":["NVIDIA, Santa Clara, USA"],"affiliations":[{"raw_affiliation_string":"NVIDIA, Santa Clara, USA","institution_ids":["https://openalex.org/I4210127875"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058176319","display_name":"Stephanie A. Harmon","orcid":"https://orcid.org/0000-0002-2507-2399"},"institutions":[{"id":"https://openalex.org/I4210140884","display_name":"National Cancer Institute","ror":"https://ror.org/040gcmg81","country_code":"US","type":"government","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I4210140884"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Stephanie Harmon","raw_affiliation_strings":["National Cancer Institute, Bethesda, USA"],"affiliations":[{"raw_affiliation_string":"National Cancer Institute, Bethesda, USA","institution_ids":["https://openalex.org/I4210140884"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058741321","display_name":"Evrim T\u00fcrkbey","orcid":"https://orcid.org/0000-0002-5216-3528"},"institutions":[{"id":"https://openalex.org/I1299303238","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88","country_code":"US","type":"government","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Evrim Turkbey","raw_affiliation_strings":["National Institutes of Health, Bethesda, USA"],"affiliations":[{"raw_affiliation_string":"National Institutes of Health, Bethesda, USA","institution_ids":["https://openalex.org/I1299303238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022455023","display_name":"Bar\u0131\u015f T\u00fcrkbey","orcid":"https://orcid.org/0000-0003-0853-6494"},"institutions":[{"id":"https://openalex.org/I4210140884","display_name":"National Cancer Institute","ror":"https://ror.org/040gcmg81","country_code":"US","type":"government","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I4210140884"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Baris Turkbey","raw_affiliation_strings":["National Cancer Institute, Bethesda, USA"],"affiliations":[{"raw_affiliation_string":"National Cancer Institute, Bethesda, USA","institution_ids":["https://openalex.org/I4210140884"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026470145","display_name":"Bradford J. Wood","orcid":"https://orcid.org/0000-0002-4297-0051"},"institutions":[{"id":"https://openalex.org/I1299303238","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88","country_code":"US","type":"government","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bradford Wood","raw_affiliation_strings":["National Institutes of Health, Bethesda, USA"],"affiliations":[{"raw_affiliation_string":"National Institutes of Health, Bethesda, USA","institution_ids":["https://openalex.org/I1299303238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059968278","display_name":"Francesca Patella","orcid":"https://orcid.org/0000-0001-5142-0345"},"institutions":[{"id":"https://openalex.org/I4396570669","display_name":"Azienda Socio Sanitaria Territoriale Santi Paolo e Carlo","ror":"https://ror.org/03dpchx26","country_code":null,"type":"government","lineage":["https://openalex.org/I4396570669"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesca Patella","raw_affiliation_strings":["ASST Santi Paolo e Carlo, Milan, Italy"],"affiliations":[{"raw_affiliation_string":"ASST Santi Paolo e Carlo, Milan, Italy","institution_ids":["https://openalex.org/I4396570669"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089655242","display_name":"Elvira Stellato","orcid":"https://orcid.org/0000-0002-7598-3713"},"institutions":[{"id":"https://openalex.org/I189158943","display_name":"University of Milan","ror":"https://ror.org/00wjc7c48","country_code":"IT","type":"education","lineage":["https://openalex.org/I189158943"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Elvira Stellato","raw_affiliation_strings":["University of Milan, Milan, Italy"],"affiliations":[{"raw_affiliation_string":"University of Milan, Milan, Italy","institution_ids":["https://openalex.org/I189158943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101886820","display_name":"Gianpaolo Carrafiello","orcid":"https://orcid.org/0000-0003-1448-2808"},"institutions":[{"id":"https://openalex.org/I189158943","display_name":"University of Milan","ror":"https://ror.org/00wjc7c48","country_code":"IT","type":"education","lineage":["https://openalex.org/I189158943"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Gianpaolo Carrafiello","raw_affiliation_strings":["University of Milan, Milan, Italy"],"affiliations":[{"raw_affiliation_string":"University of Milan, Milan, Italy","institution_ids":["https://openalex.org/I189158943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004716468","display_name":"Vishal M. Patel","orcid":"https://orcid.org/0000-0002-5239-692X"},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vishal M. Patel","raw_affiliation_strings":["Johns Hopkins University, Baltimore, USA"],"affiliations":[{"raw_affiliation_string":"Johns Hopkins University, Baltimore, USA","institution_ids":["https://openalex.org/I145311948"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043710204","display_name":"Holger R. Roth","orcid":"https://orcid.org/0000-0002-3662-8743"},"institutions":[{"id":"https://openalex.org/I4210127875","display_name":"Nvidia (United States)","ror":"https://ror.org/03jdj4y14","country_code":"US","type":"company","lineage":["https://openalex.org/I4210127875"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Holger R. Roth","raw_affiliation_strings":["NVIDIA, Santa Clara, USA"],"affiliations":[{"raw_affiliation_string":"NVIDIA, Santa Clara, USA","institution_ids":["https://openalex.org/I4210127875"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":17,"corresponding_author_ids":["https://openalex.org/A5101856088"],"corresponding_institution_ids":["https://openalex.org/I145311948"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":13.7151,"has_fulltext":false,"cited_by_count":42,"citation_normalized_percentile":{"value":0.99130687,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"437","last_page":"455"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9998999834060669,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9998999834060669,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9886999726295471,"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9793000221252441,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/hyperparameter","display_name":"Hyperparameter","score":0.9301092624664307},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8466689586639404},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6350785493850708},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6191983222961426},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6005324721336365},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.47674760222435},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.45134422183036804}],"concepts":[{"id":"https://openalex.org/C8642999","wikidata":"https://www.wikidata.org/wiki/Q4171168","display_name":"Hyperparameter","level":2,"score":0.9301092624664307},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8466689586639404},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6350785493850708},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6191983222961426},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6005324721336365},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.47674760222435},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.45134422183036804}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-19803-8_26","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-19803-8_26","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":[{"score":0.5299999713897705,"id":"https://metadata.un.org/sdg/17","display_name":"Partnerships for the goals"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W23576351","https://openalex.org/W855272188","https://openalex.org/W1498048116","https://openalex.org/W1776349877","https://openalex.org/W2119717200","https://openalex.org/W2427497464","https://openalex.org/W2464708700","https://openalex.org/W2754517384","https://openalex.org/W2912213068","https://openalex.org/W2943927637","https://openalex.org/W2949736877","https://openalex.org/W2965658867","https://openalex.org/W2981748264","https://openalex.org/W2989289980","https://openalex.org/W2990170027","https://openalex.org/W3005429940","https://openalex.org/W3033511014","https://openalex.org/W3035682985","https://openalex.org/W3040685212","https://openalex.org/W3045674654","https://openalex.org/W3049757379","https://openalex.org/W3083403771","https://openalex.org/W3098488418","https://openalex.org/W3109723249","https://openalex.org/W3118608800","https://openalex.org/W3127057363","https://openalex.org/W3165750456","https://openalex.org/W3166013884","https://openalex.org/W3172609088","https://openalex.org/W3175307072","https://openalex.org/W3195419053","https://openalex.org/W4226067701","https://openalex.org/W4255158661","https://openalex.org/W4312464145","https://openalex.org/W4312951237","https://openalex.org/W6600018615","https://openalex.org/W6600103761","https://openalex.org/W6600140940","https://openalex.org/W6600238479","https://openalex.org/W6600669965","https://openalex.org/W6602046083","https://openalex.org/W6630126088","https://openalex.org/W6701665289","https://openalex.org/W6968875072"],"related_works":["https://openalex.org/W3159063414","https://openalex.org/W4295309597","https://openalex.org/W4210794429","https://openalex.org/W4309113015","https://openalex.org/W4223456145","https://openalex.org/W3199608561","https://openalex.org/W4319083788","https://openalex.org/W4360764815","https://openalex.org/W4283697347","https://openalex.org/W3161321444"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":17},{"year":2022,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
