Medical Coherence Residual Gate (MCRG): Non-linear Residual Stabilization for Volumetric Medical Image Segmentation

Zenodo (CERN European Organization for Nuclear Research) 2026 Preprint Open access

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Authors: ANDRII ARTSYBASHEV
DOI: 10.5281/zenodo.18871861
Cited by: 0

Abstract

This work presents the Medical Coherence Residual Gate (MCRG), a novel residual stabilization module for 3D medical image segmentation. The repository includes the LaTeX manuscript, architectural diagrams, Python implementation scripts, and a Google Colab notebook for reproducibility of preliminary Dice and FP rate metrics. DOI for replication: 10.5281/zenodo.18871862

Fields of Study & Subjects

Medical Image Segmentation Techniques Advanced Neural Network Applications Medical Imaging and Analysis

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
5 March 2026
Language
EN
Document type
Preprint