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brain imaging

60 papers

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Co-occurring keywords

medical imaging (971) fmri analysis (61) image registration (183) functional magnetic resonance imaging (42) functional mri (12) variational autoencoder (1288) bayesian inference (1907) generative adversarial network (1944) neural network (6616) cortical surface reconstruction (8)

Papers

4D Multimodal Co-attention Fusion Network with Latent Contrastive Alignment for Alzheimer's Diagnosis WACV 2026
Predicting Task fMRI Contrasts from Resting-State fMRI Using Sparse 3D Convolutions WACV 2026
MultiMorph: On-demand Atlas Construction CVPR 2025
MORPH-LER: Log-Euclidean Regularization for Population-Aware Image Registration MIDL 2025
Multipath parsing in the brain ACL 2024
Generalizing Unsupervised Anomaly Detection: Towards Unbiased Pathology Screening MIDL 2023
Neural Integro-Differential Equations AAAI 2023
Brain Dissection: fMRI-trained Networks Reveal Spatial Selectivity in the Processing of Natural Images NIPS 2023
The ToMCAT Dataset NIPS 2023
Joint cortical registration of geometry and function using semi-supervised learning MIDL 2023
SwiFT: Swin 4D fMRI Transformer NIPS 2023
Explainable Brain Age Prediction using coVariance Neural Networks NIPS 2023
Coupling Artificial Neurons in BERT and Biological Neurons in the Human Brain AAAI 2023
Cross-Modal Cloze Task: A New Task to Brain-to-Word Decoding ACL 2022
TopoFit: Rapid Reconstruction of Topologically-Correct Cortical Surfaces MIDL 2022
Geo-SIC: Learning Deformable Geometric Shapes in Deep Image Classifiers NIPS 2022
Neural Language Models are not Born Equal to Fit Brain Data, but Training Helps ICML 2022
Probing Word Syntactic Representations in the Brain by a Feature Elimination Method AAAI 2022
Vox2Cortex: Fast Explicit Reconstruction of Cortical Surfaces From 3D MRI Scans With Geometric Deep Neural Networks CVPR 2022
Flow-based Generative Models for Learning Manifold to Manifold Mappings AAAI 2021
CDRNN: Discovering Complex Dynamics in Human Language Processing ACL 2021
CorticalFlow: A Diffeomorphic Mesh Transformer Network for Cortical Surface Reconstruction NIPS 2021
Coreference-aware Surprisal Predicts Brain Response EMNLP 2021
Spot the Difference: Detection of Topological Changes via Geometric Alignment NIPS 2021
Deep Generative Analysis for Task-Based Functional MRI Experiments MLHC 2021