Tivnan, Matthew

1. Hallucination Index: An Image Quality Metric for Generative Reconstruction Models
   2024/07/17 by Matthew Tivnan, Siyeop Yoon, Tivnan, Matthew +9 · 6 citations
   Biochemistry, Genetics and Molecular Biology · Neuroscience · #Cell Image Analysis Techniques #FOS: Electrical engineering #FOS: Physical sciences #Hallucinations in medical conditions #Image and Video Processing (eess.IV) #Medical Physics (physics.med-ph) #electronic engineering #information engineering
2. Implicit Image-to-Image Schrodinger Bridge for Image Restoration
   2024/03/10 by Yuang Wang, Siyeop Yoon, Wang, Yuang +18 · 3 citations
   Medicine · Physics and Astronomy · #Advanced Radiotherapy Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Medical Imaging Techniques and Applications #electronic engineering #information engineering
3. Fourier Diffusion Models: A Method to Control MTF and NPS in Score-Based Stochastic Image Generation
   2023/03/23 by Matthew Tivnan, Jacopo Teneggi, Tivnan, Matthew +15 · 2 citations
   Computer Science · #Generative Adversarial Networks and Image Synthesis #Image and Signal Denoising Methods #Machine Learning in Healthcare
4. Rethinking Visual Counterfactual Explanations Through Region Constraint
   2024/10/16 by Bartłomiej Sobieski, Jakub Grzywaczewski, Sobieski, Bartlomiej +7 · 4 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Data Visualization and Analytics #FOS: Computer and information sciences
5. Conditional Score-Based Diffusion Model for Cortical Thickness Trajectory Prediction
   2024/03/11 by Qing Xiao, Xiao, Qing, Siyeop Yoon +15 · 1 citation
   Engineering · Neuroscience · #Brain Tumor Detection and Classification #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Medical Imaging and Analysis #Quantitative Methods (q-bio.QM) #electronic engineering #information engineering
6. OWT: A Foundational Organ-Wise Tokenization Framework for Medical Imaging
   2025/05/08 by Sifan Song, Siyeop Yoon, Song, Sifan +22 · 1 citation
   Computer Science · #Generative Adversarial Networks and Image Synthesis #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications
7. System-Embedded Diffusion Bridge Models
   2025/06/30 by Sobieski, Bartlomiej, Tivnan, Matthew, Wang, Yuang +5 · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)