Cover Image

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

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Morell-Ortega, Sergio, Ruiz-Perez, Marina, Gadea, Marien, Vivo-Hernando, Roberto, Rubio, Gregorio, Aparici, Fernando, de la Iglesia-Vaya, Maria, Catheline, Gwenaelle, Coupé, Pierrick, Manjón, José V.
Format:	Preprint
Published:	2024
Subjects:	Image and Video Processing Computer Vision and Pattern Recognition Neurons and Cognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

DeepThalamus: A novel deep learning method for automatic segmentation of brain thalamic nuclei from multimodal ultra-high resolution MRI
by: Ruiz-Perez, Marina, et al.
Published: (2024)

CAHAL: Clinically Applicable resolution enHAncement for Low-resolution MRI scans
by: Morell-Ortega, Sergio, et al.
Published: (2026)

Ultra-high resolution multimodal MRI densely labelled holistic structural brain atlas
by: Manjón, José V., et al.
Published: (2025)

Deep multimodal saliency parcellation of cerebellar pathways: linking microstructure and individual function through explainable multitask learning
by: Tchetchenian, Ari, et al.
Published: (2024)

Cortico-cerebellar modularity as an architectural inductive bias for efficient temporal learning
by: Voce, Alexandra, et al.
Published: (2026)

The global communication pathways of the human brain transcend the cortical-subcortical-cerebellar division
by: Schulte, Julian, et al.
Published: (2025)

A comprehensive and reliable protocol for manual segmentation of the human claustrum using high-resolution MRI
by: Kang, Steven Seung-Suk, et al.
Published: (2025)

Cortical network reconfiguration aligns with shifts of basal ganglia and cerebellar influence
by: Nestor, Kimberly
Published: (2024)

Behavior Score Prediction in Resting-State Functional MRI by Deep State Space Modeling
by: Cavazos, Javier Salazar, et al.
Published: (2026)

Embodiment in multimodal large language models
by: Kadambi, Akila, et al.
Published: (2025)

Deep Learning Inductive Biases for fMRI Time Series Classification during Resting-state and Movie-watching
by: Khodabandehloo, Behdad, et al.
Published: (2025)

Multiscale Causal Geometric Deep Learning for Modeling Brain Structure
by: Xia, Chengzhi, et al.
Published: (2025)

Deep Teleportation: Quantum Simulation of Conscious Report in Attentional Blink
by: Sohrabi, Ahmad
Published: (2025)

Long-term follow-up of DYT1 dystonia patients treated by deep brain stimulation: an open-label study
by: Cif, Laura, et al.
Published: (2025)

Deep multivariate autoencoder for capturing complexity in Brain Structure and Behaviour Relationships
by: Jiménez, Gabriela Gómez, et al.
Published: (2024)

Deep Generative Model-Based Generation of Synthetic Individual-Specific Brain MRI Segmentations
by: Wang, Ruijie, et al.
Published: (2025)

Exploring a Specialized Eccentricity-Based Deep Neural Network Model to Simulate Visual Attention
by: Jain, Manvi
Published: (2025)

Longitudinal Boundary Sharpness Coefficient Slopes Predict Time to Alzheimer's Disease Conversion in Mild Cognitive Impairment: A Survival Analysis Using the ADNI Cohort
by: Cherukuri
Published: (2026)

Real-World fNIRS-Based Brain-Computer Interfaces: Benchmarking Deep Learning and Classical Models in Interactive Gaming
by: Ghalavand, Mohammad, et al.
Published: (2025)

Freezing of Gait as a Complication of Pallidal Deep Brain Stimulation in DYT- KMT2B Patients with Evidence of Striatonigral Degeneration
by: Cif, Laura, et al.
Published: (2025)

Harmonic fractal transformation, 4R-regeneration and noise shaping for ultra wide-band reception in FitzHugh-Nagumo neuronal model
by: Sorokina, Mariia
Published: (2024)

Learning Image Derived PDE-Phenotypes from fMRI Data
by: Bica, Ion, et al.
Published: (2024)

Resting state fMRI-based brain information flow mapping
by: Wang, Ze
Published: (2024)

From Density to Void: Why Brain Networks Fail to Reveal Complex Higher-Order Structures
by: Chung, Moo K., et al.
Published: (2025)

Open diffusion MRI and connectivity data for epilepsy and surgery: The IDEAS II release
by: Taylor, Peter N., et al.
Published: (2026)

BOLDreams: Dreaming with pruned in-silico fMRI Encoding Models of the Visual Cortex
by: Hussain, Uzair, et al.
Published: (2025)

Integration of Calcium Imaging Traces via Deep Generative Modeling
by: Ros, Berta, et al.
Published: (2025)

RTify: Aligning Deep Neural Networks with Human Behavioral Decisions
by: Cheng, Yu-Ang, et al.
Published: (2024)

Dynamic Brain Behaviours in Stroke: A Longitudinal Investigation Based on fMRI Analysis
by: Wu, Kaichao, et al.
Published: (2023)

On the validity of fMRI studies with subject-level data processed through different pipelines
by: Germani, Elodie, et al.
Published: (2024)

Neural network-based encoding in free-viewing fMRI with gaze-aware models
by: Gozukara, Dora, et al.
Published: (2026)

A 7T fMRI dataset of synthetic images for out-of-distribution modeling of vision
by: Gifford, Alessandro T., et al.
Published: (2025)

Automated Tinnitus Detection Through Dual-Modality Neuroimaging: EEG Microstate Analysis and Resting-State fMRI Classification Using Deep Learning
by: Kiashemshaki, Kiana, et al.
Published: (2025)

fMRI Exploration of Visual Quality Assessment
by: Zhang, Yiming, et al.
Published: (2024)

APIS: A paired CT-MRI dataset for ischemic stroke segmentation challenge
by: Gómez, Santiago, et al.
Published: (2023)

BrainCognizer: Brain Decoding with Human Visual Cognition Simulation for fMRI-to-Image Reconstruction
by: Sun, Guoying, et al.
Published: (2025)

Localization of Seizure Onset Zone based on Spatio-Temporal Independent Component Analysis on fMRI
by: Sadjadi, Seyyed Mostafa, et al.
Published: (2025)

The HCP multi-pipeline dataset: an opportunity to investigate analytical variability in fMRI data analysis
by: Germani, Elodie, et al.
Published: (2023)

Unsupervised learning of multiscale switching dynamical system models from multimodal neural data
by: Kim, DongKyu, et al.
Published: (2025)

A diffusion MRI tractography atlas for concurrent white matter mapping across Eastern and Western populations
by: Li, Yijie, et al.
Published: (2024)