activity
20192026
most citedA connection between the pattern classification problem and the General Linear Model for statistical inference

20 citations · 22 across the 6 of their papers we have counts for

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Showing 2025Show all

2 papers · 1 filter

stat.AP2025

Latent space projections and atlases: A cautionary tale in deep neuroimaging using autoencoders

J. M. Gorriz, F. Segovia, C. Jimenez +5

This study introduces a deep learning framework for the inferential exploration of latent representations in 3D brain MRI, leveraging a simple convolutional autoencoder with a hier…

eess.IV2025

Uncovering Neuroimaging Biomarkers of Brain Tumor Surgery with AI-Driven Methods

Carmen Jimenez-Mesa, Yizhou Wan, Guilio Sansone +7

Brain tumor resection is a highly complex procedure with profound implications for survival and quality of life. Predicting patient outcomes is crucial to guide clinicians in balan…