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Cécile Trottet
ORCID
Publication Activity (10 Years)
Years Active: 2022-2024
Publications (10 Years): 3
Top Topics
Clinical Decision Support
Generative Model
Unlabeled Data
Maximum Entropy Principle
Top Venues
CoRR
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Publications
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Cécile Trottet
,
Manuel Schürch
,
Ahmed Allam
,
Imon Barua
,
Liubov Petelytska
,
Oliver Distler
,
Anna-Maria Hoffmann-Vold
,
Michael Krauthammer
,
EUSTAR collaborators
Semi-Supervised Generative Models for Disease Trajectories: A Case Study on Systemic Sclerosis.
CoRR
(2024)
Cécile Trottet
,
Manuel Schürch
,
Ahmed Allam
,
Imon Barua
,
Liubov Petelytska
,
Oliver Distler
,
Anna-Maria Hoffmann-Vold
,
Michael Krauthammer
,
the EUSTAR collaborators
Modeling Complex Disease Trajectories using Deep Generative Models with Semi-Supervised Latent Processes.
CoRR
(2023)
Cécile Trottet
,
Thijs Vogels
,
Martin Jaggi
,
Mary-Anne Hartley
Modular Clinical Decision Support Networks (MoDN) - Updatable, Interpretable, and Portable Predictions for Evolving Clinical Environments.
CoRR
(2022)