Christian Marius Lillelund

According to our database, Christian Marius Lillelund authored at least 12 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2025

A meaningful prediction of functional decline in amyotrophic lateral sclerosis based on multi-event survival analysis.

Christian Marius Lillelund, Sanjay Kalra, Russell Greiner

CoRR, June, 2025

Stop Chasing the C-index: This Is How We Should Evaluate Our Survival Models.

Christian Marius Lillelund, Shiang Qi, Russell Greiner, Christian Fischer Pedersen

CoRR, June, 2025

Practical Evaluation of Copula-based Survival Metrics: Beyond the Independent Censoring Assumption.

Christian Marius Lillelund, Shiqi Liu, Russell Greiner

CoRR, February, 2025

2024

MENSA: A Multi-Event Network for Survival Analysis under Informative Censoring.

Christian Marius Lillelund, Ali Hossein Gharari Foomani, Weijie Sun, Shiang Qi, Russell Greiner

CoRR, 2024

A probabilistic estimation of remaining useful life from censored time-to-event data.

Christian Marius Lillelund, Fernando Pannullo, Morten Opprud Jakobsen, Manuel Morante, Christian Fischer Pedersen

CoRR, 2024

Probabilistic Survival Analysis by Approximate Bayesian Inference of Neural Networks.

Christian Marius Lillelund, Martin Magris, Christian Fischer Pedersen

CoRR, 2024

An Explainable and Conformal AI Model to Detect Temporomandibular Joint Involvement in Children Suffering from Juvenile Idiopathic Arthritis.

Lena Todnem Bach Christensen, Dikte Straadt, Stratos Vassis, Christian Marius Lillelund, Peter Bangsgaard Stoustrup, Ruben Pauwels, Thomas Klit Pedersen, Christian Fischer Pedersen

Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024

2023

Predicting Survival Time of Ball Bearings in the Presence of Censoring.

Christian Marius Lillelund, Fernando Pannullo, Morten Opprud Jakobsen, Christian Fischer Pedersen

CoRR, 2023

Computationally Efficient Labeling of Cancer Related Forum Posts by Non-Clinical Text Information Retrieval.

Jimmi Agerskov, Kristian Nielsen, Christian Marius Lillelund, Christian Fischer Pedersen

CoRR, 2023

Uncertainty Estimation in Deep Bayesian Survival Models.

Christian Marius Lillelund, Martin Magris, Christian Fischer Pedersen

Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2023

2022

Cloud K-SVD for Image Denoising.

Christian Marius Lillelund, Henrik Bagger Jensen, Christian Fischer Pedersen

SN Comput. Sci., 2022

2021

Super-convergence and Differential Privacy: Training faster with better privacy guarantees.

Osvald Frisk, Friedrich Dörmann, Christian Marius Lillelund, Christian Fischer Pedersen

Proceedings of the 55th Annual Conference on Information Sciences and Systems, 2021