Huaqi Qiu

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, Lasse Hansen, Hering, Alessa +97 · 24 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. Self-Supervision with Superpixels: Training Few-shot Medical Image Segmentation without Annotation
   2020/07/20 by Cheng Ouyang, Carlo Biffi, Ouyang, Cheng +9 · 9 citations
   Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #Radiomics and Machine Learning in Medical Imaging
3. Learning a Model-Driven Variational Network for Deformable Image Registration
   2021/05/25 by Xi Jia, A. Thorley, Jia, Xi +21 · 10 citations
   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 #Medical Imaging Techniques and Applications #electronic engineering #information engineering
4. Is MC Dropout Bayesian?
   2021/10/08 by Loïc Le Folgoc, Folgoc, Loic Le, Vasileios Baltatzis +17 · 6 citations
   Computer Science · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms
5. Biomechanics-informed Neural Networks for Myocardial Motion Tracking in MRI
   2020/06/08 by Chen Qin, Shuo Wang, Qin, Chen +9 · 3 citations
   Engineering · Medicine · #Advanced MRI Techniques and Applications #Advanced X-ray and CT Imaging #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 #electronic engineering #information engineering
6. Enhancing MR Image Segmentation with Realistic Adversarial Data Augmentation
   2021/08/07 by Chen Chen, Chen Qin, Chen, Chen +17 · 3 citations
   Computer Science · Medicine · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Radiomics and Machine Learning in Medical Imaging
7. MAD: Modality Agnostic Distance Measure for Image Registration
   2023/09/06 by Vasiliki Sideri‐Lampretsa, Veronika A. Zimmer, Sideri-Lampretsa, Vasiliki +7 · 3 citations
   Computer Science · #Medical Image Segmentation Techniques #Advanced Neural Network Applications #Advanced Image and Video Retrieval Techniques
8. Parametric shape models for vessels learned from segmentations via differentiable voxelization
   2025/07/03 by Alina F. Dima, Dima, Alina F., Suprosanna Shit +19 · 1 voice · 1 citation
   #cs.CV