Personalised Multi-Task Federated Learning for Diabetic Retinopathy Medical Image Classification
| dc.contributor.author | Li, Yiren | |
| dc.contributor.author | Sharma, Pradip | |
| dc.contributor.author | Leontidis, Georgios | |
| dc.contributor.author | Yi, Dewei | |
| dc.contributor.institution | University of Aberdeen.Computing Science | en |
| dc.contributor.institution | University of Aberdeen.Cybersecurity and Privacy | en |
| dc.contributor.institution | University of Aberdeen.Machine Learning | en |
| dc.contributor.institution | University of Aberdeen.Vice Principals | en |
| dc.date.accessioned | 2025-11-21T00:06:37Z | |
| dc.date.embargoedUntil | 2025-11-21 | |
| dc.date.issued | 2024-11-19 | |
| dc.description.status | Peer reviewed | en |
| dc.format.extent | 4553346 | |
| dc.identifier | 298887575 | |
| dc.identifier | 461424dc-97aa-4760-b624-f839ce550b99 | |
| dc.identifier.citation | Li, Y, Sharma, P, Leontidis, G & Yi, D 2024, 'Personalised Multi-Task Federated Learning for Diabetic Retinopathy Medical Image Classification', Lecture Notes in Electrical Engineering. | en |
| dc.identifier.issn | 1876-1100 | |
| dc.identifier.uri | https://hdl.handle.net/2164/26464 | |
| dc.language.iso | eng | |
| dc.relation.ispartof | Lecture Notes in Electrical Engineering | en |
| dc.subject | SDG 3 - Good Health and Well-being | en |
| dc.subject | diabetic retinopathy | en |
| dc.subject | Medical Image | en |
| dc.subject | Personalised Multi-Task Federated Learning | en |
| dc.subject | balanced and imbalanced data | en |
| dc.subject | QA75 Electronic computers. Computer science | en |
| dc.subject.lcc | QA75 | en |
| dc.title | Personalised Multi-Task Federated Learning for Diabetic Retinopathy Medical Image Classification | en |
| dc.type | Journal item | en |
Files
Original bundle
1 - 1 of 1
- Name:
- Li_etal_LNEE_Personalised_Multi-Task_Federated_AAM.pdf
- Size:
- 4.34 MB
- Format:
- Adobe Portable Document Format