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researcher

Mathias Prokop

12 papers hereh-index 9288 citations26 works total

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

author position
  • middle author11

Across the 11 of 12 papers where every author was matched, so the position is known.

fields
  • eess.IV6
  • cs.CV5
  • cs.CL1

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedLeveraging Open-Source Large Language Models for Clinical Information Extraction in Resource-Constrained Settings

22 citations · 42 across the 12 of their papers we have counts for

collaborators
Showing 2024Show all

2 papers · 1 filter

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.IV2024★ 16 cited

MRSegmentator: Multi-Modality Segmentation of 40 Classes in MRI and CT

Hartmut Häntze, Lina Xu, Christian J. Mertens +29

Purpose: To develop and evaluate a deep learning model for multi-organ segmentation of MRI scans. Materials and Methods: The model was trained on 1,200 manually annotated 3D axial…

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