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Tolga Çukur

DreaMR: Diffusion-driven Counterfactual Explanation for Functional MRI

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Jul 18, 2023
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FD-Net: An Unsupervised Deep Forward-Distortion Model for Susceptibility Artifact Correction in EPI

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Mar 18, 2023
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Learning Deep MRI Reconstruction Models from Scratch in Low-Data Regimes

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Jan 06, 2023
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A plug-in graph neural network to boost temporal sensitivity in fMRI analysis

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Jan 01, 2023
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DEQ-MPI: A Deep Equilibrium Reconstruction with Learned Consistency for Magnetic Particle Imaging

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Dec 26, 2022
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Unsupervised Simplification of Legal Texts

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Sep 01, 2022
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Unsupervised Medical Image Translation with Adversarial Diffusion Models

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Jul 17, 2022
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One Model to Unite Them All: Personalized Federated Learning of Multi-Contrast MRI Synthesis

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Jul 13, 2022
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Adaptive Diffusion Priors for Accelerated MRI Reconstruction

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Jul 12, 2022
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BolT: Fused Window Transformers for fMRI Time Series Analysis

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May 23, 2022
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