Zeju Li

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 · 18 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. Causality-inspired Single-source Domain Generalization for Medical Image Segmentation
   2021/11/24 by Cheng Ouyang, Ouyang, Cheng, Chen Chen +11 · 12 citations
   Computer Science · Biochemistry, Genetics and Molecular Biology · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Cancer-related molecular mechanisms research
3. 3DMIT: 3D Multi-modal Instruction Tuning for Scene Understanding
   2024/01/06 by Zeju Li, Li, Zeju, Xiaoyan Wang +10 · 6 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia (cs.MM) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
4. Estimating Model Performance under Domain Shifts with Class-Specific Confidence Scores
   2022/07/20 by Zeju Li, Konstantinos Kamnitsas, Li, Zeju +7 · 2 citations
   Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #COVID-19 diagnosis using AI #Machine Learning in Healthcare
5. Enhancing MR Image Segmentation with Realistic Adversarial Data Augmentation
   2021/08/07 by Chen Chen, Chen Qin, Chen, Chen +17 · 1 citation
   Computer Science · Medicine · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Radiomics and Machine Learning in Medical Imaging