Author

Lukas Adrian Weber

German Research Center for Artificial Intelligence (DFKI)

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 2

Signature Assays, Organisms & Methods

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Approach:deep learning· 2 Assay:bulk RNA-seq· 1 Research Focus:cell type annotation· 1 Research Focus:drug response / drug discovery· 1 Assay:electrophysiology· 1 Organism:human· 1

Frequent Co-Authors

Daniel Miller· 1 shared Felix Schneider· 1 shared Nathan Collins· 1 shared

Activity by Year

2026-2026 · peak 2/yr

Co-Author Collaboration Network

3 top collaborators · 1 mutual co-author link

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1 shared paperBioinformatics

Daniel Miller

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2 papers

Recent·Most cited

LeadWeaver: Topology-Aware Masked-Lead Modeling for Robust 12-Lead ECG Diagnosis

Felix Schneider, Nathan Collins, Lukas Adrian Weber

LeadWeaver improves ECG diagnosis by modeling lead topology and uncertainty, outperforming methods that treat missing leads as zero-valued inputs.

bioRxiv · Nov 6, 2026 · PreprintBioinformatics

NeuroWeave-3D: Uncertainty-Aware Evidence Completion for Brain Tumor Segmentation with Missing MRI Modalities

Daniel Miller, Lukas Adrian Weber

NeuroWeave-3D improves brain tumor segmentation by handling missing MRI modalities through uncertainty-aware evidence completion and consistency checks.

bioRxiv · Nov 4, 2026 · PreprintBioinformatics