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Nikolaos Koutsouvelis

Researcher at Geneva College

Publications -  18
Citations -  359

Nikolaos Koutsouvelis is an academic researcher from Geneva College. The author has contributed to research in topics: Prostate cancer & Medicine. The author has an hindex of 6, co-authored 14 publications receiving 229 citations. Previous affiliations of Nikolaos Koutsouvelis include University of Geneva.

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Atlas-guided generation of pseudo-CT images for MRI-only and hybrid PET-MRI-guided radiotherapy treatment planning

TL;DR: A two-step (segmentation and fusion) atlas-based algorithm focusing on bone tissue identification to create a pseudo-CT image from conventional MRI sequences with improved bone extraction accuracy is proposed and is promising for potential use in PET AC and MRI-only or hybrid PET/MRI-guided RT treatment planning.
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Comparative study of algorithms for synthetic CT generation from MRI: Consequences for MRI-guided radiation planning in the pelvic region.

TL;DR: Machine learning and advanced atlas-based methods exhibited promising performance by achieving reliable organ segmentation and synthetic CT generation and the challenge of electron density estimation from MR images can be resolved with a clinically tolerable error.
Journal ArticleDOI

Comparison of the incidence of osteoradionecrosis with conventional radiotherapy and intensity‐modulated radiotherapy

TL;DR: In this paper, the authors compared the incidence of osteoradionecrosis of the mandible after intensity-modulated radiotherapy (IMRT) in comparison to conventional 3D conformal radiotherapy techniques (conventional RT).