Yunzhi Huang

1. Learn2Reg: comprehensive multi-task medical image registration\n challenge, dataset and evaluation in the era of deep learning
   2021/12/08 by Alessa Hering, Hering, Alessa, Lasse Hansen +97 · 25 citations
   Engineering · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Imaging Techniques and Applications #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
2. Longitudinal Prediction of Postnatal Brain Magnetic Resonance Images via a Metamorphic Generative Adversarial Network
   2022/08/09 by Yunzhi Huang, Sahar Ahmad, Huang, Yunzhi +15 · 1 citation
   Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Fetal and Pediatric Neurological Disorders #Image and Video Processing (eess.IV) #Neonatal and fetal brain pathology #electronic engineering #information engineering
3. Non-Adversarial Learning: Vector-Quantized Common Latent Space for Multi-Sequence MRI
   2024/07/03 by Luyi Han, Han, Luyi, Tao Tan +17 · 2 citations
   Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #Generative Adversarial Networks and Image Synthesis #Radiomics and Machine Learning in Medical Imaging
4. An Explainable Deep Framework: Towards Task-Specific Fusion for Multi-to-One MRI Synthesis
   2023/07/03 by Luyi Han, Tianyu Zhang, Han, Luyi +15 · 1 citation
   Computer Science · Medicine · #Advanced MRI Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Image Segmentation Techniques #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
5. Synthesis-based Imaging-Differentiation Representation Learning for Multi-Sequence 3D/4D MRI
   2023/02/01 by Luyi Han, Han, Luyi, Tao Tan +13 · 1 citation
   Medicine · Biochemistry, Genetics and Molecular Biology · #Radiomics and Machine Learning in Medical Imaging #RNA modifications and cancer #Molecular Biology Techniques and Applications