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20242026
most citedDeepThalamus: A novel deep learning method for automatic segmentation of brain thalamic nuclei from multimodal ultra-high resolution MRI

4 citations · 6 across the 5 of their papers we have counts for

collaborators

5 papers

cs.CV2026

CAHAL: Clinically Applicable resolution enHAncement for Low-resolution MRI scans

Sergio Morell-Ortega, Ángela González-Cebrián, Boris Mansencal +8

Large-scale automated morphometric analysis of brain MRI is limited by the thick-slice, anisotropic acquisitions prevalent in routine clinical practice. Existing generative super-r…

eess.IV2025

petBrain: A New Pipeline for Amyloid, Tau Tangles and Neurodegeneration Quantification Using PET and MRI

Pierrick Coupé, Boris Mansencal, Floréal Morandat +4

INTRODUCTION: Quantification of amyloid plaques (A), neurofibrillary tangles (T2), and neurodegeneration (N) using PET and MRI is critical for Alzheimer's disease (AD) diagnosis an…

eess.IV2025

Ultra-high resolution multimodal MRI densely labelled holistic structural brain atlas

José V. Manjón, Sergio Morell-Ortega, Marina Ruiz-Perez +16

In this paper, we introduce a novel structural holistic Atlas (holiAtlas) of the human brain anatomy based on multimodal and high-resolution MRI that covers several anatomical leve…

eess.IV2024★ 2 cited

DeepCERES: A Deep learning method for cerebellar lobule segmentation using ultra-high resolution multimodal MRI

Sergio Morell-Ortega, Marina Ruiz-Perez, Marien Gadea +7

This paper introduces a novel multimodal and high-resolution human brain cerebellum lobule segmentation method. Unlike current tools that operate at standard resolution ($1 \text{…

eess.IV2024★ 4 cited

DeepThalamus: A novel deep learning method for automatic segmentation of brain thalamic nuclei from multimodal ultra-high resolution MRI

Marina Ruiz-Perez, Sergio Morell-Ortega, Marien Gadea +7

The implication of the thalamus in multiple neurological pathologies makes it a structure of interest for volumetric analysis. In the present work, we have designed and implemented…