基本信息
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Bio
I have a (somewhat randomly acquired) background in physics, engineering and computer science which I use in a clinical research setting. My speciality is machine learning and statistical modelling of neurodevelopment and degeneration.
Broadly speaking, I research two main topics: first, I develop new latent variable models of progression trajectories; second, I use these models with medical data of various types to learn new information.
Broadly speaking, I research two main topics: first, I develop new latent variable models of progression trajectories; second, I use these models with medical data of various types to learn new information.
Research Interests
Papers共 132 篇Author StatisticsCo-AuthorSimilar Experts
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William J Scotton,Cameron Shand, Emily G Todd,Martina Bocchetta,Christopher Kobylecki,David M Cash,Lawren VandeVrede,Hilary W Heuer,Annelies Quaegebeur, Alexandra L Young, Neil Oxtoby, Daniel Alexander,James B Rowe, Huw R Morris, PROSPECT Consortium,Adam L Boxer, 4RTNI Consortium,Jonathan D Rohrer,Peter A Wijeratne
Brain communicationsno. 2 (2025): fcaf066-fcaf066
arxiv(2025)
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NeurIPS 2024 (2024)
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Michal R Zieff,Marlie Miles,Emmie Mbale,Emma Eastman,Lorna Ginnell, Steven C R Williams,Derek K Jones,Daniel C Alexander,Peter A. Wijeratne,Laurel J Gabard-Durnam,Vanja Klepac-Ceraj,Kevin S Bonham,Nicolò Pini,Ayesha Sania,Maristella Lucchini,Sean Deoni,William P Fifer,Melissa Gladstone,Dima Amso,Kirsten A Donald
Wellcome Open Research (2024)
W J Scotton,C Shand,E G Todd,M Bocchetta,D M Cash,L VandeVrede,H W Heuer,A L Young,N Oxtoby,D C Alexander,J B Rowe,H R Morris, PROSPECT Consortium,A L Boxer, 4RTNI Consortium,J D Rohrer,P A Wijeratne
medRxiv the preprint server for health sciences (2024)
INFORMATION PROCESSING IN MEDICAL IMAGING, IPMI 2023 (2023): 15-26
BRAINno. 12 (2023): 4935-4948
Japanese Journal of Magnetic Resonance in Medicineno. 3 (2023): 110-115
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Author Statistics
#Papers: 132
#Citation: 4065
H-Index: 31
G-Index: 60
Sociability: 10
Diversity: 3
Activity: 17
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