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researcher

M. Starmans

8 papers hereh-index 171.2k citations63 works total

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

author position
  • first author2
  • middle author4
  • last author2

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • eess.IV4
  • cs.AI1
  • cs.CL1
  • cs.CV1
  • cs.CY1

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedA large-scale multicenter breast cancer DCE-MRI benchmark dataset with expert segmentations

50 citations · 166 across the 8 of their papers we have counts for

collaborators
Showing 2024Show all

3 papers · 1 filter

cs.AI2024★ 20 cited

AI in radiological imaging of soft-tissue and bone tumours: a systematic review evaluating against CLAIM and FUTURE-AI guidelines

Douwe J. Spaanderman, Matthew Marzetti, Xinyi Wan +13

Soft-tissue and bone tumours (STBT) are rare, diagnostically challenging lesions with variable clinical behaviours and treatment approaches. This systematic review provides an over…

cs.CV2024★ 50 cited

A large-scale multicenter breast cancer DCE-MRI benchmark dataset with expert segmentations

Lidia Garrucho, Kaisar Kushibar, Claire-Anne Reidel +30

Artificial Intelligence (AI) research in breast cancer Magnetic Resonance Imaging (MRI) faces challenges due to limited expert-labeled segmentations. To address this, we present a…

eess.IV2024★ 9 cited

Minimally Interactive Segmentation of Soft-Tissue Tumors on CT and MRI using Deep Learning

Douwe J. Spaanderman, Martijn P. A. Starmans, Gonnie C. M. van Erp +9

Segmentations are crucial in medical imaging to obtain morphological, volumetric, and radiomics biomarkers. Manual segmentation is accurate but not feasible in the radiologist's cl…

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