{"id":"https://openalex.org/W4414485618","doi":"https://doi.org/10.1007/978-3-032-05663-4_10","title":"MONet-FL: Extending nnU-Net with\u00a0MONAI for\u00a0Clinical Federated Learning","display_name":"MONet-FL: Extending nnU-Net with\u00a0MONAI for\u00a0Clinical Federated Learning","publication_year":2025,"publication_date":"2025-09-24","ids":{"openalex":"https://openalex.org/W4414485618","doi":"https://doi.org/10.1007/978-3-032-05663-4_10"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-05663-4_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-05663-4_10","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/A5007285230","display_name":"Simone Bendazzoli","orcid":"https://orcid.org/0000-0001-6673-1314"},"institutions":[{"id":"https://openalex.org/I28166907","display_name":"Karolinska Institutet","ror":"https://ror.org/056d84691","country_code":"SE","type":"education","lineage":["https://openalex.org/I28166907"]},{"id":"https://openalex.org/I86987016","display_name":"KTH Royal Institute of Technology","ror":"https://ror.org/026vcq606","country_code":"SE","type":"education","lineage":["https://openalex.org/I86987016"]}],"countries":["SE"],"is_corresponding":true,"raw_author_name":"Simone Bendazzoli","raw_affiliation_strings":["KTH, Royal Institute of Technology, Department of Biomedical Engineering and Health Systems, Stockholm, Sweden","Karolinska Institutet, Department of Clinical Sciences, Intervention and Engineering, Stockholm, Sweden"],"affiliations":[{"raw_affiliation_string":"KTH, Royal Institute of Technology, Department of Biomedical Engineering and Health Systems, Stockholm, Sweden","institution_ids":["https://openalex.org/I86987016"]},{"raw_affiliation_string":"Karolinska Institutet, Department of Clinical Sciences, Intervention and Engineering, Stockholm, Sweden","institution_ids":["https://openalex.org/I28166907"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021681420","display_name":"Mehdi Astaraki","orcid":"https://orcid.org/0000-0001-5125-4682"},"institutions":[{"id":"https://openalex.org/I28166907","display_name":"Karolinska Institutet","ror":"https://ror.org/056d84691","country_code":"SE","type":"education","lineage":["https://openalex.org/I28166907"]},{"id":"https://openalex.org/I161593684","display_name":"Stockholm University","ror":"https://ror.org/05f0yaq80","country_code":"SE","type":"education","lineage":["https://openalex.org/I161593684"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Mehdi Astaraki","raw_affiliation_strings":["Division of Medical Radiation Physics, Department of Physics, Stockholm University, Stockholm, Sweden","Karolinska Institutet, Department of Clinical Sciences, Intervention and Engineering, Stockholm, Sweden"],"affiliations":[{"raw_affiliation_string":"Division of Medical Radiation Physics, Department of Physics, Stockholm University, Stockholm, Sweden","institution_ids":["https://openalex.org/I161593684"]},{"raw_affiliation_string":"Karolinska Institutet, Department of Clinical Sciences, Intervention and Engineering, Stockholm, Sweden","institution_ids":["https://openalex.org/I28166907"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021719363","display_name":"Antonios Tzortzakakis","orcid":"https://orcid.org/0000-0001-7563-732X"},"institutions":[{"id":"https://openalex.org/I1335113835","display_name":"Karolinska University Hospital","ror":"https://ror.org/00m8d6786","country_code":"SE","type":"healthcare","lineage":["https://openalex.org/I1335113835"]},{"id":"https://openalex.org/I28166907","display_name":"Karolinska Institutet","ror":"https://ror.org/056d84691","country_code":"SE","type":"education","lineage":["https://openalex.org/I28166907"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Antonios Tzortzakakis","raw_affiliation_strings":["Department of Nuclear Medicine and Medical Physics, Section Nuclear Medicine Huddinge, Karolinska University Hospital, Stockholm, Sweden","Department of Nuclear Medicine and Medical Physics, Theranostics Trial Center, Karolinska University Hospital, Stockholm, Sweden","Karolinska Institutet, Department of Clinical Sciences, Intervention and Engineering, Stockholm, Sweden"],"affiliations":[{"raw_affiliation_string":"Department of Nuclear Medicine and Medical Physics, Section Nuclear Medicine Huddinge, Karolinska University Hospital, Stockholm, Sweden","institution_ids":["https://openalex.org/I1335113835"]},{"raw_affiliation_string":"Department of Nuclear Medicine and Medical Physics, Theranostics Trial Center, Karolinska University Hospital, Stockholm, Sweden","institution_ids":["https://openalex.org/I1335113835"]},{"raw_affiliation_string":"Karolinska Institutet, Department of Clinical Sciences, Intervention and Engineering, Stockholm, Sweden","institution_ids":["https://openalex.org/I28166907"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004664653","display_name":"Annelie Abrahamsson","orcid":"https://orcid.org/0000-0002-6791-7951"},"institutions":[{"id":"https://openalex.org/I1335113835","display_name":"Karolinska University Hospital","ror":"https://ror.org/00m8d6786","country_code":"SE","type":"healthcare","lineage":["https://openalex.org/I1335113835"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Andr\u00e9as Abrahamsson","raw_affiliation_strings":["Department of Nuclear Medicine and Medical Physics, Section Nuclear Medicine Huddinge, Karolinska University Hospital, Stockholm, Sweden"],"affiliations":[{"raw_affiliation_string":"Department of Nuclear Medicine and Medical Physics, Section Nuclear Medicine Huddinge, Karolinska University Hospital, Stockholm, Sweden","institution_ids":["https://openalex.org/I1335113835"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5119722249","display_name":"Bj\u00f6rn Engelbrekt Wahlin","orcid":null},"institutions":[{"id":"https://openalex.org/I1335113835","display_name":"Karolinska University Hospital","ror":"https://ror.org/00m8d6786","country_code":"SE","type":"healthcare","lineage":["https://openalex.org/I1335113835"]},{"id":"https://openalex.org/I28166907","display_name":"Karolinska Institutet","ror":"https://ror.org/056d84691","country_code":"SE","type":"education","lineage":["https://openalex.org/I28166907"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Bj\u00f6rn Engelbrekt Wahlin","raw_affiliation_strings":["Division of Hematology, Department of Medicine, Huddinge, Karolinska Institutet, Stockholm, Sweden","Medical Unit Hematology, Solna, Cancer, Karolinska University Hospital, Stockholm, Sweden"],"affiliations":[{"raw_affiliation_string":"Division of Hematology, Department of Medicine, Huddinge, Karolinska Institutet, Stockholm, Sweden","institution_ids":["https://openalex.org/I28166907"]},{"raw_affiliation_string":"Medical Unit Hematology, Solna, Cancer, Karolinska University Hospital, Stockholm, Sweden","institution_ids":["https://openalex.org/I1335113835"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5119722250","display_name":"Sofia Brunori","orcid":null},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]},{"id":"https://openalex.org/I86987016","display_name":"KTH Royal Institute of Technology","ror":"https://ror.org/026vcq606","country_code":"SE","type":"education","lineage":["https://openalex.org/I86987016"]}],"countries":["IT","SE"],"is_corresponding":false,"raw_author_name":"Sofia Brunori","raw_affiliation_strings":["Department of Electronics, Information and Bioengineering, Politecnico di Milano, Milan, Italy","KTH, Royal Institute of Technology, Department of Biomedical Engineering and Health Systems, Stockholm, Sweden"],"affiliations":[{"raw_affiliation_string":"Department of Electronics, Information and Bioengineering, Politecnico di Milano, Milan, Italy","institution_ids":["https://openalex.org/I93860229"]},{"raw_affiliation_string":"KTH, Royal Institute of Technology, Department of Biomedical Engineering and Health Systems, Stockholm, Sweden","institution_ids":["https://openalex.org/I86987016"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007525953","display_name":"Maria Holstensson","orcid":null},"institutions":[{"id":"https://openalex.org/I28166907","display_name":"Karolinska Institutet","ror":"https://ror.org/056d84691","country_code":"SE","type":"education","lineage":["https://openalex.org/I28166907"]},{"id":"https://openalex.org/I161593684","display_name":"Stockholm University","ror":"https://ror.org/05f0yaq80","country_code":"SE","type":"education","lineage":["https://openalex.org/I161593684"]},{"id":"https://openalex.org/I1335113835","display_name":"Karolinska University Hospital","ror":"https://ror.org/00m8d6786","country_code":"SE","type":"healthcare","lineage":["https://openalex.org/I1335113835"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Maria Holstensson","raw_affiliation_strings":["Department of Nuclear Medicine and Medical Physics, Section Nuclear Medicine Huddinge, Karolinska University Hospital, Stockholm, Sweden","Division of Medical Radiation Physics, Department of Physics, Stockholm University, Stockholm, Sweden","Karolinska Institutet, Department of Clinical Sciences, Intervention and Engineering, Stockholm, Sweden"],"affiliations":[{"raw_affiliation_string":"Department of Nuclear Medicine and Medical Physics, Section Nuclear Medicine Huddinge, Karolinska University Hospital, Stockholm, Sweden","institution_ids":["https://openalex.org/I1335113835"]},{"raw_affiliation_string":"Division of Medical Radiation Physics, Department of Physics, Stockholm University, Stockholm, Sweden","institution_ids":["https://openalex.org/I161593684"]},{"raw_affiliation_string":"Karolinska Institutet, Department of Clinical Sciences, Intervention and Engineering, Stockholm, Sweden","institution_ids":["https://openalex.org/I28166907"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080380678","display_name":"Rodrigo Moreno","orcid":"https://orcid.org/0000-0002-4826-5193"},"institutions":[{"id":"https://openalex.org/I86987016","display_name":"KTH Royal Institute of Technology","ror":"https://ror.org/026vcq606","country_code":"SE","type":"education","lineage":["https://openalex.org/I86987016"]},{"id":"https://openalex.org/I28166907","display_name":"Karolinska Institutet","ror":"https://ror.org/056d84691","country_code":"SE","type":"education","lineage":["https://openalex.org/I28166907"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Rodrigo Moreno","raw_affiliation_strings":["Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Stockholm, Sweden","KTH, Royal Institute of Technology, Department of Biomedical Engineering and Health Systems, Stockholm, Sweden"],"affiliations":[{"raw_affiliation_string":"Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Stockholm, Sweden","institution_ids":["https://openalex.org/I28166907"]},{"raw_affiliation_string":"KTH, Royal Institute of Technology, Department of Biomedical Engineering and Health Systems, Stockholm, Sweden","institution_ids":["https://openalex.org/I86987016"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5007285230"],"corresponding_institution_ids":["https://openalex.org/I28166907","https://openalex.org/I86987016"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":3.6973,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.9518539,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"102","last_page":"110"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9900000095367432,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9847000241279602,"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/software-portability","display_name":"Software portability","score":0.7918999791145325},{"id":"https://openalex.org/keywords/benchmarking","display_name":"Benchmarking","score":0.7480000257492065},{"id":"https://openalex.org/keywords/modular-design","display_name":"Modular design","score":0.664900004863739},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6420999765396118},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.6402000188827515},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.6010000109672546},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.5612000226974487},{"id":"https://openalex.org/keywords/standardization","display_name":"Standardization","score":0.4424999952316284}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.904699981212616},{"id":"https://openalex.org/C63000827","wikidata":"https://www.wikidata.org/wiki/Q3080428","display_name":"Software portability","level":2,"score":0.7918999791145325},{"id":"https://openalex.org/C86251818","wikidata":"https://www.wikidata.org/wiki/Q816754","display_name":"Benchmarking","level":2,"score":0.7480000257492065},{"id":"https://openalex.org/C101468663","wikidata":"https://www.wikidata.org/wiki/Q1620158","display_name":"Modular design","level":2,"score":0.664900004863739},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6420999765396118},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.6402000188827515},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.6010000109672546},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.5612000226974487},{"id":"https://openalex.org/C188087704","wikidata":"https://www.wikidata.org/wiki/Q369577","display_name":"Standardization","level":2,"score":0.4424999952316284},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4203999936580658},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.34459999203681946},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.34200000762939453},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.32749998569488525},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.32120001316070557},{"id":"https://openalex.org/C2992525071","wikidata":"https://www.wikidata.org/wiki/Q50818671","display_name":"Federated learning","level":2,"score":0.3176000118255615},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3149000108242035},{"id":"https://openalex.org/C88482812","wikidata":"https://www.wikidata.org/wiki/Q6453666","display_name":"Modular programming","level":2,"score":0.31139999628067017},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2913999855518341},{"id":"https://openalex.org/C2780513914","wikidata":"https://www.wikidata.org/wiki/Q18210350","display_name":"Bottleneck","level":2,"score":0.28940001130104065},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.27000001072883606},{"id":"https://openalex.org/C55439883","wikidata":"https://www.wikidata.org/wiki/Q360812","display_name":"Correctness","level":2,"score":0.26919999718666077},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.2535000145435333},{"id":"https://openalex.org/C2776207758","wikidata":"https://www.wikidata.org/wiki/Q5303302","display_name":"Downstream (manufacturing)","level":2,"score":0.25209999084472656},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.25119999051094055}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-05663-4_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-05663-4_10","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1641498739","https://openalex.org/W2751069891","https://openalex.org/W3014974815","https://openalex.org/W3112701542","https://openalex.org/W4307323645","https://openalex.org/W4376864677","https://openalex.org/W4379258928","https://openalex.org/W4391982902","https://openalex.org/W4401278903","https://openalex.org/W4403067601","https://openalex.org/W4403889525","https://openalex.org/W6959011136","https://openalex.org/W6959738644","https://openalex.org/W6978240731"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}