Cover Image

Robust brain age estimation from structural MRI with contrastive learning

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Barbano, Carlo Alberto, Dufumier, Benoit, Duchesnay, Edouard, Grangetto, Marco, Gori, Pietro
Format:	Preprint
Published:	2025
Subjects:	Image and Video Processing Computer Vision and Pattern Recognition 68T07 I.2.6
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Anatomical Foundation Models for Brain MRIs
by: Barbano, Carlo Alberto, et al.
Published: (2024)

AI-Assisted Diagnosis for Covid-19 CXR Screening: From Data Collection to Clinical Validation
by: Barbano, Carlo Alberto, et al.
Published: (2024)

Multi-target stain normalization for histology slides
by: Ivanov, Desislav, et al.
Published: (2024)

Brain Stroke Classification Using Wavelet Transform and MLP Neural Networks on DWI MRI Images
by: Mohammadi, Mana, et al.
Published: (2025)

Iterative Importance Fine-tuning of Diffusion Models
by: Denker, Alexander, et al.
Published: (2025)

DeepInverse: A Python package for solving imaging inverse problems with deep learning
by: Tachella, Julián, et al.
Published: (2025)

A Lightweight Privacy-Preserving Scheme Using Label-based Pixel Block Mixing for Image Classification in Deep Learning
by: Xiang, Yuexin, et al.
Published: (2021)

Deep-learning-based electrode action potential mapping (DEAP Mapping) from annotation-free unipolar electrogram
by: Seno, Hiroshi, et al.
Published: (2024)

Leaf Spectral Reflectance Prediction Using Multi-Head Attention Neural Networks
by: Farajpoor, Parastoo, et al.
Published: (2026)

Solving Inverse Problems with Flow-based Models via Model Predictive Control
by: Webber, George, et al.
Published: (2026)

Your contrastive learning problem is secretly a distribution alignment problem
by: Chen, Zihao, et al.
Published: (2025)

Sample selection with noise rate estimation in noise learning of medical image analysis
by: Li, Maolin, et al.
Published: (2023)

Surpassing state of the art on AMD area estimation from RGB fundus images through careful selection of U-Net architectures and loss functions for class imbalance
by: Starodub, Valentyna, et al.
Published: (2025)

Near Real-Time Dust Aerosol Detection with 3D Convolutional Neural Networks on MODIS Data
by: Gates, Caleb, et al.
Published: (2025)

Image-based Facial Rig Inversion
by: Yang, Tianxiang, et al.
Published: (2025)

Geometric-Stochastic Multimodal Deep Learning for Predictive Modeling of SUDEP and Stroke Vulnerability
by: Girish, Preksha, et al.
Published: (2025)

Comparison of Neural Models for X-ray Image Classification in COVID-19 Detection
by: Togni, Jimi, et al.
Published: (2025)

If you can describe it, they can see it: Cross-Modal Learning of Visual Concepts from Textual Descriptions
by: Barbano, Carlo Alberto, et al.
Published: (2024)

Unsupervised Learning of Unbiased Visual Representations
by: Barbano, Carlo Alberto, et al.
Published: (2022)

The Inhibitor: ReLU and Addition-Based Attention for Efficient Transformers under Fully Homomorphic Encryption on the Torus
by: Brännvall, Rickard, et al.
Published: (2023)

Advancements in Orthopaedic Arm Segmentation: A Comprehensive Review
by: Swami, Abhishek, et al.
Published: (2024)

Automated Cervical Cancer Detection through Visual Inspection with Acetic Acid in Resource-Poor Settings with Lightweight Deep Learning Models Deployed on an Android Device
by: Maben, Leander Melroy, et al.
Published: (2025)

Deep learning four decades of human migration
by: Gaskin, Thomas, et al.
Published: (2025)

From Features to Graphs: Exploring Graph Structures and Pairwise Interactions via GNNs
by: Yamchote, Phaphontee, et al.
Published: (2025)

Multitemporal Latent Dynamical Framework for Hyperspectral Images Unmixing
by: Li, Ruiying, et al.
Published: (2025)

TauFlow: Dynamic Causal Constraint for Complexity-Adaptive Lightweight Segmentation
by: Chen, Zidong, et al.
Published: (2025)

Augmentation-Based Deep Learning for Identification of Circulating Tumor Cells
by: Russo, Martina, et al.
Published: (2025)

μ-Net: A Deep Learning-Based Architecture for μ-CT Segmentation
by: Bruno, Pierangela, et al.
Published: (2024)

RDDPM: Robust Denoising Diffusion Probabilistic Model for Unsupervised Anomaly Segmentation
by: Moradi, Mehrdad, et al.
Published: (2025)

Visible and Hyperspectral Imaging for Quality Assessment of Milk: Property Characterisation and Identification
by: Martinelli, Massimo, et al.
Published: (2026)

Neighborhood Feature Pooling for Remote Sensing Image Classification
by: Nia, Fahimeh Orvati, et al.
Published: (2025)

Ensemble YOLO Framework for Multi-Domain Mitotic Figure Detection in Histopathology Images
by: Kelam, Navya Sri, et al.
Published: (2025)

Transfer Learning Strategies for Pathological Foundation Models: A Systematic Evaluation in Brain Tumor Classification
by: Enda, Ken, et al.
Published: (2025)

Step-Aware Residual-Guided Diffusion for EEG Spatial Super-Resolution
by: Liu, Hongjun, et al.
Published: (2025)

Just In Time Transformers
by: Benali, Ahmed Ala Eddine, et al.
Published: (2024)

Sentinel-2 for Crop Yield Estimation: A Systematic Review
by: Narimani, Mohammadreza, et al.
Published: (2026)

Agentic Discovery of Neural Architectures: AIRA-Compose and AIRA-Design
by: Pepe, Alberto, et al.
Published: (2026)

Single-Step Reconstruction-Free Anomaly Detection and Segmentation via Diffusion Models
by: Moradi, Mehrdad, et al.
Published: (2025)

Evaluating Model-Agnostic Meta-Learning on MetaWorld ML10 Benchmark: Fast Adaptation in Robotic Manipulation Tasks
by: Atamuradov, Sanjar
Published: (2025)

Is ReLU Adversarially Robust?
by: Sooksatra, Korn, et al.
Published: (2024)