Christian Marius Lillelund

16 papers Misc 1Journal 13Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
A meaningful prediction of functional decline in amyotrophic lateral sclerosis based on multi-event survival analysis.
CoRR
Christian Marius Lillelund, Sanjay Kalra, Russell Greiner
2025 J jnl
Efficient Training of Probabilistic Neural Networks for Survival Analysis.
IEEE J. Biomed. Health Informatics
Christian Marius Lillelund, Martin Magris, Christian Fischer Pedersen
2025 J jnl
Practical Evaluation of Copula-based Survival Metrics: Beyond the Independent Censoring Assumption.
CoRR
Christian Marius Lillelund, Shiqi Liu, Russell Greiner
2025 J jnl
Stop Chasing the C-index: This Is How We Should Evaluate Our Survival Models.
CoRR
Christian Marius Lillelund, Shiang Qi, Russell Greiner, Christian Fischer Pedersen
2024 J jnl
A probabilistic estimation of remaining useful life from censored time-to-event data.
CoRR
Christian Marius Lillelund, Fernando Pannullo, Morten Opprud Jakobsen, Manuel Morante, Christian Fischer Pedersen
2024 — conf
An Explainable and Conformal AI Model to Detect Temporomandibular Joint Involvement in Children Suffering from Juvenile Idiopathic Arthritis.
EMBC
Lena Todnem Bach Christensen, Dikte Straadt, Stratos Vassis, Christian Marius Lillelund, Peter Bangsgaard Stoustrup, Ruben Pauwels, Thomas Klit Pedersen, Christian Fischer Pedersen
2024 J jnl
An Explainable and Conformal AI Model to Detect Temporomandibular Joint Involvement in Children Suffering from Juvenile Idiopathic Arthritis.
CoRR
Lena Todnem Bach Christensen, Dikte Straadt, Stratos Vassis, Christian Marius Lillelund, Peter Bangsgaard Stoustrup, Ruben Pauwels, Thomas Klit Pedersen, Christian Fischer Pedersen
2024 J jnl
MENSA: A Multi-Event Network for Survival Analysis under Informative Censoring.
CoRR
Christian Marius Lillelund, Ali Hossein Gharari Foomani, Weijie Sun, Shiang Qi, Russell Greiner
2024 J jnl
Probabilistic Survival Analysis by Approximate Bayesian Inference of Neural Networks.
CoRR
Christian Marius Lillelund, Martin Magris, Christian Fischer Pedersen
2023 J jnl
Cloud K-SVD for Image Denoising.
CoRR
Christian Marius Lillelund, Henrik Bagger Jensen, Christian Fischer Pedersen
2023 J jnl
Computationally Efficient Labeling of Cancer Related Forum Posts by Non-Clinical Text Information Retrieval.
CoRR
Jimmi Agerskov, Kristian Nielsen, Christian Marius Lillelund, Christian Fischer Pedersen
2023 J jnl
Predicting Survival Time of Ball Bearings in the Presence of Censoring.
CoRR
Christian Marius Lillelund, Fernando Pannullo, Morten Opprud Jakobsen, Christian Fischer Pedersen
2023 — conf
Uncertainty Estimation in Deep Bayesian Survival Models.
BHI
Christian Marius Lillelund, Martin Magris, Christian Fischer Pedersen
2022 J jnl
Cloud K-SVD for Image Denoising.
SN Comput. Sci.
Christian Marius Lillelund, Henrik Bagger Jensen, Christian Fischer Pedersen
2021 Misc conf
Super-convergence and Differential Privacy: Training faster with better privacy guarantees.
CISS
Osvald Frisk, Friedrich Dörmann, Christian Marius Lillelund, Christian Fischer Pedersen
2021 J jnl
Super-convergence and Differential Privacy: Training faster with better privacy guarantees.
CoRR
Osvald Frisk, Friedrich Dörmann, Christian Marius Lillelund, Christian Fischer Pedersen