TrainTracks - federated learning for reproducible research on sensitive medical data.
Saved in:
| Title: | TrainTracks - federated learning for reproducible research on sensitive medical data. |
|---|---|
| Authors: | Elwes M; Institute for Biomedical Informatics, Faculty of Medicine, University Hospital Cologne, Kerpener str. 62, 50937, Cologne, North-Rhine-Westphalia, Germany. mayra.elwes@uk-koeln.de., Jaberansary M; Institute for Biomedical Informatics, Faculty of Medicine, University Hospital Cologne, Kerpener str. 62, 50937, Cologne, North-Rhine-Westphalia, Germany., Tang FK; Institute for Biomedical Informatics, Faculty of Medicine, University Hospital Cologne, Kerpener str. 62, 50937, Cologne, North-Rhine-Westphalia, Germany., Aswendt M; Department of Neurology, Experimental Neurology Section, Goethe University Frankfurt and University Hospital, Theodor-Stern-Kai 7, 60596, Frankfurt am Main, Germany.; Department for Neurology, Faculty of Medicine, University Hospital Cologne, Kerpener str. 62, 50937, Cologne, North-Rhine-Westphalia, Germany., Beyan O; Institute for Biomedical Informatics, Faculty of Medicine, University Hospital Cologne, Kerpener str. 62, 50937, Cologne, North-Rhine-Westphalia, Germany.; Fraunhofer Institute for Applied Information Technology FIT, Schloss Birlinghoven, 53754, Sankt Augustin, Germany., Kutafina E; Institute for Biomedical Informatics, Faculty of Medicine, University Hospital Cologne, Kerpener str. 62, 50937, Cologne, North-Rhine-Westphalia, Germany. |
| Source: | BMC medical informatics and decision making [BMC Med Inform Decis Mak] 2026 May 21; Vol. 26 (1). Date of Electronic Publication: 2026 May 21. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: BioMed Central Country of Publication: England NLM ID: 101088682 Publication Model: Electronic Cited Medium: Internet ISSN: 1472-6947 (Electronic) Linking ISSN: 14726947 NLM ISO Abbreviation: BMC Med Inform Decis Mak Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
| FullText | Text: Availability: 0 |
|---|---|
| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 42169119 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
| IllustrationInfo | |
| Items | – Name: Title Label: Title Group: Ti Data: TrainTracks - federated learning for reproducible research on sensitive medical data. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Elwes+M%22">Elwes M</searchLink>; Institute for Biomedical Informatics, Faculty of Medicine, University Hospital Cologne, Kerpener str. 62, 50937, Cologne, North-Rhine-Westphalia, Germany. mayra.elwes@uk-koeln.de.<br /><searchLink fieldCode="AU" term="%22Jaberansary+M%22">Jaberansary M</searchLink>; Institute for Biomedical Informatics, Faculty of Medicine, University Hospital Cologne, Kerpener str. 62, 50937, Cologne, North-Rhine-Westphalia, Germany.<br /><searchLink fieldCode="AU" term="%22Tang+FK%22">Tang FK</searchLink>; Institute for Biomedical Informatics, Faculty of Medicine, University Hospital Cologne, Kerpener str. 62, 50937, Cologne, North-Rhine-Westphalia, Germany.<br /><searchLink fieldCode="AU" term="%22Aswendt+M%22">Aswendt M</searchLink>; Department of Neurology, Experimental Neurology Section, Goethe University Frankfurt and University Hospital, Theodor-Stern-Kai 7, 60596, Frankfurt am Main, Germany.; Department for Neurology, Faculty of Medicine, University Hospital Cologne, Kerpener str. 62, 50937, Cologne, North-Rhine-Westphalia, Germany.<br /><searchLink fieldCode="AU" term="%22Beyan+O%22">Beyan O</searchLink>; Institute for Biomedical Informatics, Faculty of Medicine, University Hospital Cologne, Kerpener str. 62, 50937, Cologne, North-Rhine-Westphalia, Germany.; Fraunhofer Institute for Applied Information Technology FIT, Schloss Birlinghoven, 53754, Sankt Augustin, Germany.<br /><searchLink fieldCode="AU" term="%22Kutafina+E%22">Kutafina E</searchLink>; Institute for Biomedical Informatics, Faculty of Medicine, University Hospital Cologne, Kerpener str. 62, 50937, Cologne, North-Rhine-Westphalia, Germany. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22101088682%22">BMC medical informatics and decision making</searchLink> [BMC Med Inform Decis Mak] 2026 May 21; Vol. 26 (1). <i>Date of Electronic Publication: </i>2026 May 21. – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22BioMed+Central%22">BioMed Central </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>101088682 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1472-6947 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2214726947%22">14726947 </searchLink><i>NLM ISO Abbreviation: </i>BMC Med Inform Decis Mak <i>Subsets: </i>MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=42169119 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1186/s12911-026-03553-7 Languages: – Code: eng Text: English Titles: – TitleFull: TrainTracks - federated learning for reproducible research on sensitive medical data. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Elwes M – PersonEntity: Name: NameFull: Jaberansary M – PersonEntity: Name: NameFull: Tang FK – PersonEntity: Name: NameFull: Aswendt M – PersonEntity: Name: NameFull: Beyan O – PersonEntity: Name: NameFull: Kutafina E IsPartOfRelationships: – BibEntity: Dates: – D: 21 M: 05 Text: 2026 May 21 Type: published Y: 2026 Identifiers: – Type: issn-electronic Value: 1472-6947 Numbering: – Type: volume Value: 26 – Type: issue Value: 1 Titles: – TitleFull: BMC medical informatics and decision making Type: main |
| ResultId | 1 |
