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David I. Thwaites
Publication Activity (10 Years)
Years Active: 2022-2024
Publications (10 Years): 3
Top Topics
Record Linkage
Naive Bayesian Classification
Distributed Learning
Horizontally Partitioned
Top Venues
CoRR
J. Biomed. Informatics
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Publications
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Ali Haidar
,
Daniel Al Mouiee
,
Farhannah Aly
,
David I. Thwaites
,
Lois Holloway
Exploring Federated Deep Learning for Standardising Naming Conventions in Radiotherapy Data.
CoRR
(2024)
Carsten Brink
,
Christian Rønn Hansen
,
Matthew Field
,
Gareth Price
,
David I. Thwaites
,
Nis Sarup
,
Uffe Bernchou
,
Lois Holloway
Distributed learning optimisation of Cox models can leak patient data: Risks and solutions.
CoRR
(2022)
Matthew Field
,
David I. Thwaites
,
Martin Carolan
,
Geoff P. Delaney
,
Joerg Lehmann
,
Jonathan Sykes
,
Shalini Vinod
,
Lois Holloway
Infrastructure platform for privacy-preserving distributed machine learning development of computer-assisted theragnostics in cancer.
J. Biomed. Informatics
134 (2022)