Jiahong Ouyang

1. Evaluating General Purpose Vision Foundation Models for Medical Image Analysis: An Experimental Study of DINOv2 on Radiology Benchmarks
   2023/12/04 by Mohammed Baharoon, Baharoon, Mohammed, Waseem Qureshi +9 · 13 citations
   Engineering · Medicine · #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging
2. Self-Supervised Longitudinal Neighbourhood Embedding
   2021/03/05 by Jiahong Ouyang, Ouyang, Jiahong, Qingyu Zhao +11 · 3 citations
   Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Dementia and Cognitive Impairment Research #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning in Healthcare
3. Disentangling Normal Aging From Severity of Disease via Weak Supervision on Longitudinal MRI
   2022/10/01 by Jiahong Ouyang, Qingyu Zhao, Ehsan Adeli +2 · 2 citations
4. Metadata-Conditioned Generative Models to Synthesize Anatomically-Plausible 3D Brain MRIs
   2023/10/07 by Wei Peng, Tomas M. Bosschieter, Peng, Wei +11 · 3 citations
   Computer Science · Medicine · #Advanced Neural Network Applications #Advanced Neuroimaging Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #electronic engineering #information engineering
5. Representation Disentanglement for Multi-modal brain MR Analysis
   2021/02/23 by Jiahong Ouyang, Ouyang, Jiahong, Ehsan Adeli +7 · 1 citation
   Computer Science · Engineering · Medicine · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Radiomics and Machine Learning in Medical Imaging