Matches in SemOpenAlex for { <https://semopenalex.org/work/W2897542649> ?p ?o ?g. }
Showing items 1 to 74 of
74
with 100 items per page.
- W2897542649 abstract "At this moment, databanks worldwide contain brain images of previously unimaginable numbers. Combined with developments in data science, these massive data provide the potential to better understand the genetic underpinnings of brain diseases. However, different datasets, which are stored at different institutions, cannot always be shared directly due to privacy and legal concerns, thus limiting the full exploitation of big data in the study of brain disorders. Here we propose a federated learning framework for securely accessing and meta-analyzing any biomedical data without sharing individual information. We illustrate our framework by investigating brain structural relationships across diseases and clinical cohorts. The framework is first tested on synthetic data and then applied to multi-centric, multi-database studies including ADNI, PPMI, MIRIAD and UK Biobank, showing the potential of the approach for further applications in distributed analysis of multi-centric cohorts" @default.
- W2897542649 created "2018-10-26" @default.
- W2897542649 creator A5003523497 @default.
- W2897542649 creator A5013614627 @default.
- W2897542649 creator A5017366003 @default.
- W2897542649 creator A5062008937 @default.
- W2897542649 creator A5069743881 @default.
- W2897542649 creator A5084339479 @default.
- W2897542649 date "2018-04-08" @default.
- W2897542649 modified "2023-10-16" @default.
- W2897542649 title "Federated Learning in Distributed Medical Databases: Meta-Analysis of Large-Scale Subcortical Brain Data" @default.
- W2897542649 cites W1875923806 @default.
- W2897542649 cites W1987034518 @default.
- W2897542649 cites W2069706582 @default.
- W2897542649 cites W2102521965 @default.
- W2897542649 cites W2110098655 @default.
- W2897542649 cites W2164278908 @default.
- W2897542649 cites W2303767618 @default.
- W2897542649 cites W2333692357 @default.
- W2897542649 cites W2517148812 @default.
- W2897542649 cites W2563302055 @default.
- W2897542649 cites W2564370347 @default.
- W2897542649 cites W2582680722 @default.
- W2897542649 cites W2748970226 @default.
- W2897542649 cites W2782556780 @default.
- W2897542649 cites W2794167820 @default.
- W2897542649 hasPublicationYear "2018" @default.
- W2897542649 type Work @default.
- W2897542649 sameAs 2897542649 @default.
- W2897542649 citedByCount "2" @default.
- W2897542649 countsByYear W28975426492019 @default.
- W2897542649 countsByYear W28975426492021 @default.
- W2897542649 crossrefType "proceedings-article" @default.
- W2897542649 hasAuthorship W2897542649A5003523497 @default.
- W2897542649 hasAuthorship W2897542649A5013614627 @default.
- W2897542649 hasAuthorship W2897542649A5017366003 @default.
- W2897542649 hasAuthorship W2897542649A5062008937 @default.
- W2897542649 hasAuthorship W2897542649A5069743881 @default.
- W2897542649 hasAuthorship W2897542649A5084339479 @default.
- W2897542649 hasBestOaLocation W28975426492 @default.
- W2897542649 hasConcept C121332964 @default.
- W2897542649 hasConcept C23123220 @default.
- W2897542649 hasConcept C2778755073 @default.
- W2897542649 hasConcept C41008148 @default.
- W2897542649 hasConcept C62520636 @default.
- W2897542649 hasConcept C70061542 @default.
- W2897542649 hasConcept C77088390 @default.
- W2897542649 hasConceptScore W2897542649C121332964 @default.
- W2897542649 hasConceptScore W2897542649C23123220 @default.
- W2897542649 hasConceptScore W2897542649C2778755073 @default.
- W2897542649 hasConceptScore W2897542649C41008148 @default.
- W2897542649 hasConceptScore W2897542649C62520636 @default.
- W2897542649 hasConceptScore W2897542649C70061542 @default.
- W2897542649 hasConceptScore W2897542649C77088390 @default.
- W2897542649 hasLocation W28975426491 @default.
- W2897542649 hasLocation W28975426492 @default.
- W2897542649 hasLocation W28975426493 @default.
- W2897542649 hasLocation W28975426494 @default.
- W2897542649 hasOpenAccess W2897542649 @default.
- W2897542649 hasPrimaryLocation W28975426491 @default.
- W2897542649 hasRelatedWork W2031219154 @default.
- W2897542649 hasRelatedWork W2126148879 @default.
- W2897542649 hasRelatedWork W2131102005 @default.
- W2897542649 hasRelatedWork W2133212508 @default.
- W2897542649 hasRelatedWork W2133660117 @default.
- W2897542649 hasRelatedWork W2170892047 @default.
- W2897542649 hasRelatedWork W2184560934 @default.
- W2897542649 hasRelatedWork W2189039295 @default.
- W2897542649 hasRelatedWork W2319413895 @default.
- W2897542649 hasRelatedWork W2899084033 @default.
- W2897542649 isParatext "false" @default.
- W2897542649 isRetracted "false" @default.
- W2897542649 magId "2897542649" @default.
- W2897542649 workType "article" @default.