Xia, Menghua

1. USFM: A Universal Ultrasound Foundation Model Generalized to Tasks and Organs towards Label Efficient Image Analysis
   2023/12/30 by Jing Jiao, Jiao, Jing, Jin Zhou +19 · 16 citations
   Medicine · Computer Science · #Radiomics and Machine Learning in Medical Imaging #Ultrasound Imaging and Elastography #AI in cancer detection
2. 2.5D Multi-view Averaging Diffusion Model for 3D Medical Image Translation: Application to Low-count PET Reconstruction with CT-less Attenuation Correction
   2024/06/12 by Tianqi Chen, Jun Hou, Chen, Tianqi +19 · 5 citations
   Computer Science · Medicine · #Artificial Intelligence (cs.AI) #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 #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
3. A Generalizable 3D Diffusion Framework for Low-Dose and Few-View Cardiac SPECT
   2024/12/21 by Huidong Xie, Weijie Gan, Xie, Huidong +29 · 2 citations
   Medicine · #Cardiac Imaging and Diagnostics #FOS: Electrical engineering #FOS: Physical sciences #Image and Video Processing (eess.IV) #Medical Imaging Techniques and Applications #Medical Physics (physics.med-ph) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
4. Dose-aware Diffusion Model for 3D PET Image Denoising: Multi-institutional Validation with Reader Study and Real Low-dose Data
   2024/05/02 by Huidong Xie, Xie, Huidong, Weijie Gan +48 · 1 citation
   Medicine · #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Imaging Techniques and Applications #Radiomics and Machine Learning in Medical Imaging #Radiopharmaceutical Chemistry and Applications #electronic engineering #information engineering
5. Noise-aware Dynamic Image Denoising and Positron Range Correction for Rubidium-82 Cardiac PET Imaging via Self-supervision
   2024/09/17 by Huidong Xie, Xie, Huidong, Liang Guo +31 · 1 citation
   Medicine · Physics and Astronomy · #Advanced MRI Techniques and Applications #Atomic and Subatomic Physics Research #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Imaging Techniques and Applications #electronic engineering #information engineering
6. LpQcM: Adaptable Lesion-Quantification-Consistent Modulation for Deep Learning Low-Count PET Image Denoising
   2024/04/27 by Menghua Xia, Huidong Xie, Xia, Menghua +19 · 1 citation
   Computer Science · Engineering · Medicine · #FOS: Electrical engineering #Image Processing Techniques and Applications #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #Medical Imaging Techniques and Applications #electronic engineering #information engineering