Search Results for author: Munib Mesinovic

Found 5 papers, 1 papers with code

Beta-VAE Reproducibility: Challenges and Extensions

1 code implementation28 Dec 2021 Miroslav Fil, Munib Mesinovic, Matthew Morris, Jonas Wildberger

$\beta$-VAE is a follow-up technique to variational autoencoders that proposes special weighting of the KL divergence term in the VAE loss to obtain disentangled representations.

Disentanglement

Explainable AI for clinical risk prediction: a survey of concepts, methods, and modalities

no code implementations16 Aug 2023 Munib Mesinovic, Peter Watkinson, Tingting Zhu

To ensure trust and reliability in AI systems, especially in clinical risk prediction models, explainability becomes crucial.

Decision Making Explainable Models +1

DySurv: Dynamic Deep Learning Model for Survival Prediction in the ICU

no code implementations28 Oct 2023 Munib Mesinovic, Peter Watkinson, Tingting Zhu

Survival analysis focuses on estimating time-to-event distributions which can help in dynamic risk prediction in healthcare.

Survival Analysis Survival Prediction +2

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