Publications

VS-DDPM: Efficient Low-Cost Diffusion Model for Medical Modality Translation

Published in arXiv preprint, 2026

A low-cost diffusion model for translating between medical imaging modalities.

Recommended citation: N. Moradi, G. Luijten, B. Puladi, J. Kleesiek, V. Alves, J. Egger, A. Ferreira. "VS-DDPM: Efficient Low-Cost Diffusion Model for Medical Modality Translation." arXiv preprint, 2026.
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Comparative Analysis of nnUNet and MedNeXt for Head and Neck Tumor Segmentation in MRI-guided Radiotherapy

Published in HNTS-MRG 2024 Challenge Proceedings (Springer LNCS), 2025

Our team TUMOR’s solution to the HNTS-MRG24 MICCAI Challenge, comparing nnUNet and MedNeXt for tumor segmentation.

Recommended citation: N. Moradi, A. Ferreira, B. Puladi, J. Kleesiek, E. Fatemizadeh, G. Luijten, V. Alves, J. Egger. "Comparative Analysis of nnUNet and MedNeXt for Head and Neck Tumor Segmentation in MRI-guided Radiotherapy." arXiv preprint, 2024.
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Nikoo Moradi

Publications

VS-DDPM: Efficient Low-Cost Diffusion Model for Medical Modality Translation

Comparative Analysis of nnUNet and MedNeXt for Head and Neck Tumor Segmentation in MRI-guided Radiotherapy