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Open Project Pages for the TRIC-DT
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[Topic] Generative models #13

Open aranas opened 11 months ago

aranas commented 11 months ago

Topic Generative Models

How is the topic relevant to the tric-dt themes? Generative models are applied in cardiac DT pipeline to translate between different imaging modalities, and there are plans to implement for polar DT

How does it relate to the wider topic of digital twinning? These are crucial for creating realistic simulations in digital twins, allowing for the modelling of various scenarios and conditions.

Suggested speakers or contributors Andrew McDonald (Environment) Abdul Qayyum on cyclic GANs (Health)

Any resources you can recommend on this topic?

What format do you think would serve this topic best? part of seminar series

aranas commented 11 months ago

@RespectKnowledge you mentioned cyclic GANs and other generative models in the past and maybe care to share in this session?

aranas commented 11 months ago

best suited for your plans @ampersandmcd, which approaches specifically do you think might be relevant for the other theme? I'd be interested in explainability of generative models. Cardiac twin for example requires high model explainability and relies more on physics-based models.

RespectKnowledge commented 11 months ago

@RespectKnowledge you mentioned cyclic GANs and other generative models in the past and maybe care to share in this session?

Thanks, I will be happy to present these topics