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James Chapman
ORCID
Publication Activity (10 Years)
Years Active: 2021-2023
Publications (10 Years): 6
Top Topics
Neurodegenerative Diseases
Imaging Modalities
Radiographic Images
Medical Data
Top Venues
CoRR
MICCAI (1)
J. Open Source Softw.
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Publications
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James Chapman
,
Ana Lawry Aguila
,
Lennie Wells
Efficient Algorithms for the CCA Family: Unconstrained Objectives with Unbiased Gradients.
CoRR
(2023)
Ana Lawry Aguila
,
James Chapman
,
André Altmann
Multi-modal Variational Autoencoders for Normative Modelling Across Multiple Imaging Modalities.
MICCAI (1)
(2023)
Ana Lawry Aguila
,
James Chapman
,
André Altmann
Multi-modal Variational Autoencoders for normative modelling across multiple imaging modalities.
CoRR
(2023)
Ana Lawry Aguila
,
James Chapman
,
Mohammed Janahi
,
André Altmann
Conditional VAEs for Confound Removal and Normative Modelling of Neurodegenerative Diseases.
MICCAI (1)
(2022)
James Chapman
,
Ana Lawry Aguila
,
Lennie Wells
A Generalized EigenGame with Extensions to Multiview Representation Learning.
CoRR
(2022)
James Chapman
,
Hao-Ting Wang
CCA-Zoo: A collection of Regularized, Deep Learning based, Kernel, and Probabilistic CCA methods in a scikit-learn style framework.
J. Open Source Softw.
6 (68) (2021)