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Martin J. Menten

Identifiers

  • name variant Martin J. Menten 0.60 · backfill

Papers (21)

  1. Weighting What Matters: Boosting Sample Efficiency in Medical Report Generation via Token Reweighting cs.CL · 2026 · author #3
  2. Efficient numeracy in language models through single-token number embeddings cs.LG · 2025 · author #6
  3. Skelite: Compact Neural Networks for Efficient Iterative Skeletonization eess.IV · 2025 · author #2
  4. Towards Generalisable Time Series Understanding Across Domains cs.LG · 2024 · author #3
  5. Diff-Def: Diffusion-Generated Deformation Fields for Conditional Atlases eess.IV · 2024 · author #4
  6. Deep-learning-based clustering of OCT images for biomarker discovery in age-related macular degeneration (Pinnacle study report 4) eess.IV · 2024 · author #12
  7. Spatiotemporal Representation Learning for Short and Long Medical Image Time Series cs.CV · 2024 · author #2
  8. Cross-domain and Cross-dimension Learning for Image-to-Graph Transformers cs.CV · 2024 · author #6
  9. How Low Can You Go? Surfacing Prototypical In-Distribution Samples for Unsupervised Anomaly Detection cs.CV · 2023 · author #6
  10. Propagation and Attribution of Uncertainty in Medical Imaging Pipelines cs.CV · 2023 · author #2
  11. 3D Arterial Segmentation via Single 2D Projections and Depth Supervision in Contrast-Enhanced CT Images cs.CV · 2023 · author #3
  12. A skeletonization algorithm for gradient-based optimization cs.CV · 2023 · author #1
  13. Unlocking the diagnostic potential of electrocardiograms through information transfer from cardiac magnetic resonance imaging eess.SP · 2023 · author #6
  14. Metrics to Quantify Global Consistency in Synthetic Medical Images eess.IV · 2023 · author #4
  15. Synthetic optical coherence tomography angiographs for detailed retinal vessel segmentation without human annotations eess.IV · 2023 · author #14
  16. Best of Both Worlds: Multimodal Contrastive Learning with Tabular and Imaging Data cs.CV · 2023 · author #2
  17. Clustering disease trajectories in contrastive feature space for biomarker discovery in age-related macular degeneration eess.IV · 2023 · author #16
  18. Automated analysis of diabetic retinopathy using vessel segmentation maps as inductive bias eess.IV · 2022 · author #5
  19. Metadata-enhanced contrastive learning from retinal optical coherence tomography images cs.CV · 2022 · author #12
  20. Physiology-based simulation of the retinal vasculature enables annotation-free segmentation of OCT angiographs eess.IV · 2022 · author #1
  21. A for-loop is all you need. For solving the inverse problem in the case of personalized tumor growth modeling cs.CE · 2022 · author #11

Mentions

  • 2403.16776 #4 · arxiv_oai · confidence 0.70 Martin J. Menten
  • 2503.07369 #2 · arxiv_oai · confidence 0.70 Martin J. Menten
  • 2410.07299 #3 · arxiv_oai · confidence 0.70 Martin J. Menten
  • 2308.05764 #6 · arxiv_oai · confidence 0.70 Martin J. Menten
  • 2403.06601 #6 · arxiv_oai · confidence 0.70 Martin J. Menten
  • 2312.03804 #6 · arxiv_oai · confidence 0.70 Martin J. Menten
  • 2403.07513 #2 · arxiv_oai · confidence 0.70 Martin J. Menten
  • 2208.02529 #12 · arxiv_oai · confidence 0.70 Martin J. Menten
  • 2405.09549 #12 · arxiv_oai · confidence 0.70 Martin J. Menten
  • 2306.10941 #14 · arxiv_oai · confidence 0.70 Martin J. Menten
  • 2309.16831 #2 · arxiv_oai · confidence 0.70 Martin J. Menten
  • 2309.08481 #3 · arxiv_oai · confidence 0.70 Martin J. Menten
  • 2309.02527 #1 · arxiv_oai · confidence 0.70 Martin J. Menten
  • 2308.00402 #4 · arxiv_oai · confidence 0.70 Martin J. Menten
  • 2303.14080 #2 · arxiv_oai · confidence 0.70 Martin J. Menten
  • 2301.04525 #16 · arxiv_oai · confidence 0.70 Martin J. Menten
  • 2210.16053 #5 · arxiv_oai · confidence 0.70 Martin J. Menten
  • 2207.11102 #1 · arxiv_oai · confidence 0.70 Martin J. Menten
  • 2205.04550 #11 · arxiv_oai · confidence 0.70 Martin J. Menten
  • 2510.06824 #6 · arxiv_oai · confidence 0.70 Martin J. Menten

Frequent Coauthors