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M. Menten

23 papers hereh-index 201.3k citations88 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author16
  • last author5

Across the 21 of 23 papers where every author was matched, so the position is known.

fields
  • cs.CV10
  • cs.LG7
  • eess.IV2
  • cs.AI1
  • cs.CL1
  • eess.SP1

identity via Semantic Scholar / OpenAlex

works on
angiography 1benchmark challenge 1circle of willis segmentation 1deep learning 1vascular imaging 1

From the 1 of 23 linked papers with an AI index.

activity
20242026
most citedThe TopCoW Challenge -- Topology-Aware Circle of Willis Segmentation for CT and MR Angiography

12 citations · 12 across the 5 of their papers we have counts for

collaborators
Showing cs.CLShow all

1 paper · 1 filter

cs.CL2026

Weighting What Matters: Boosting Sample Efficiency in Medical Report Generation via Token Reweighting

Alexander Weers, Daniel Rueckert, Martin J. Menten

Training vision-language models (VLMs) for medical report generation is often hindered by the scarcity of high-quality annotated data. This work evaluates the use of a weighted los…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.