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Accelerated MRI Reconstruction with Fourier-Constrained Diffusion Schrodinger Bridges

Author:Muhammad Usama Mirza  Onat Dalmaz  Hasan Bedel  Gokberk Elmas  Alper Gungor  Tolga Cukur  

Session Type:Oral  

Session Date:Tuesday, 07 May 2024  

Session Name:Cutting-Edge MRI with Diffusion Probabilistic Modeling  

Program Number:0378  

Room Session:Hall 606  

Institution:ASELSAN  Bilkent University  

Diffusion Modeling with Unrolled Transformers for Self-Supervised MRI Reconstruction

Author:Yilmaz Korkmaz  Vishal Patel  Tolga Cukur  

Session Type:Oral  

Session Date:Wednesday, 08 May 2024  

Session Name:AI/ML-Supported Image Reconstruction  

Program Number:0806  

Room Session:Summit 2  

Institution:Bilkent University  Johns Hopkins University  

Explaining Deep fMRI Classifiers with Diffusion-Driven Counterfactual Generation

Author:Hasan Bedel  Tolga Çukur  

Session Type:Oral  

Session Date:Tuesday, 07 May 2024  

Session Name:Cutting-Edge MRI with Diffusion Probabilistic Modeling  

Program Number:0382  

Room Session:Hall 606  

Institution:Bilkent University  

Peer-to-Peer Generative Learning for Architecture-Agnostic Federated MRI Reconstruction

Author:Valiyeh Ansarian Nezhad  Gökberk Elmas  Tolga Çukur  

Session Type:Oral  

Session Date:Tuesday, 07 May 2024  

Session Name:The Future of AI in MRI: Emerging Technologies & Directions  

Program Number:0653  

Room Session:Nicoll 3  

Institution:Bilkent University  

A Phase-Injected Complex Forward-Distortion Approach for Deep Unsupervised Correction of Susceptibility Artifacts in EPI

Author:Abdallah Zaid Alkilani  Tolga Çukur  Emine Ulku Saritas  

Session Type:Oral  

Session Date:Thursday, 09 May 2024  

Session Name:AI-Driven Robustness: Noise, Artifacts & More  

Program Number:1370  

Room Session:Nicoll 1  

Institution:Bilkent University  

Unlocking Data-Consistent Synthesis of Clinical Contrasts from Magnetic Resonance Fingerprinting with Semi-Supervised Learning

Unsupervised q-Space Interpolation Using Physics-Constrained Coordinate-Based Implicit Network