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researcher

Matthieu Rutten

3 papers hereh-index 161.3k citations28 works total

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

author position
  • middle author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • eess.IV3

identity via Semantic Scholar / OpenAlex

activity
20212024
most citedLumbar spine segmentation in MR images: a dataset and a public benchmark

93 citations · 100 across the 3 of their papers we have counts for

collaborators

3 papers

eess.IV2024★ 1 cited

The ULS23 Challenge: a Baseline Model and Benchmark Dataset for 3D Universal Lesion Segmentation in Computed Tomography

M. J. J. de Grauw, E. Th. Scholten, E. J. Smit +4

Size measurements of tumor manifestations on follow-up CT examinations are crucial for evaluating treatment outcomes in cancer patients. Efficient lesion segmentation can speed up…

eess.IV2023★ 93 cited

Lumbar spine segmentation in MR images: a dataset and a public benchmark

Jasper W. van der Graaf, Miranda L. van Hooff, Constantinus F. M. Buckens +6

This paper presents a large publicly available multi-center lumbar spine magnetic resonance imaging (MRI) dataset with reference segmentations of vertebrae, intervertebral discs (I…

eess.IV2021★ 6 cited

Deep Learning with robustness to missing data: A novel approach to the detection of COVID-19

Erdi Çallı, Keelin Murphy, Steef Kurstjens +5

In the context of the current global pandemic and the limitations of the RT-PCR test, we propose a novel deep learning architecture, DFCN (Denoising Fully Connected Network). Since…

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