Qiao, Mengyun
- M-FLAG: Medical Vision-Language Pre-training with Frozen Language Models and Latent Space Geometry Optimization
2023/07/17 by Che Liu, Sibo Cheng, Liu, Che +13 · 8 citations
Medicine · Computer Science · #COVID-19 diagnosis using AI #Multimodal Machine Learning Applications #Radiomics and Machine Learning in Medical Imaging
- A Foundation Model for Brain Lesion Segmentation with Mixture of Modality Experts
2024/05/16 by Xinru Zhang, Ni Ou, Zhang, Xinru +19 · 9 citations
Computer Science · Neuroscience · #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Retrieval and Classification Techniques #Image and Video Processing (eess.IV) #Medical Image Segmentation Techniques #electronic engineering #information engineering
- A personalized time-resolved 3D mesh generative model for unveiling normal heart dynamics
2024/09/20 by Qiao, Mengyun, McGurk, Kathryn A, Wang, Shuo +3 · 7 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- Subject-Specific Lesion Generation and Pseudo-Healthy Synthesis for Multiple Sclerosis Brain Images
2022/08/03 by Berke Doga Basaran, Basaran, Berke Doga, Mengyun Qiao +5 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #Advanced Vision and Imaging #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Processing Techniques and Applications #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- LesionMix: A Lesion-Level Data Augmentation Method for Medical Image Segmentation
2023/08/17 by Basaran, Berke Doga, Zhang, Weitong, Qiao, Mengyun +3 · 2 citations
#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) #electronic engineering #information engineering