Jiazhen Pan
- MedVLM-R1: Incentivizing Medical Reasoning Capability of Vision-Language Models (VLMs) via Reinforcement Learning
2025/02/26 by Jiazhen Pan, Pan, Jiazhen, Liu, Che +14 · 49 citations
Computer Science · #Multimodal Machine Learning Applications
- Single-subject Multi-contrast MRI Super-resolution via Implicit Neural Representations
2023/03/27 by Julian McGinnis, Suprosanna Shit, McGinnis, Julian +21 · 9 citations
Medicine · Engineering · #Advanced MRI Techniques and Applications #Advanced Neuroimaging Techniques and Applications #Medical Imaging and Analysis
- Neural Implicit k-Space for Binning-free Non-Cartesian Cardiac MR Imaging
2022/12/16 by Wenqi Huang, Hongwei Li, Huang, Wenqi +9 · 6 citations
Medicine · #Advanced MRI Techniques and Applications #Cardiac Imaging and Diagnostics #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) #Medical Imaging Techniques and Applications #Signal Processing (eess.SP) #electronic engineering #information engineering
- Motion-compensated MR CINE reconstruction with reconstruction-driven motion estimation
2023/02/05 by Jiazhen Pan, Wenqi Huang, Pan, Jiazhen +7 · 2 citations
Medicine · #Advanced MRI Techniques and Applications #Cardiac Imaging and Diagnostics #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) #Medical Imaging Techniques and Applications #electronic engineering #information engineering
- Does DINOv3 Set a New Medical Vision Standard? Benchmarking 2D and 3D Classification, Segmentation, and Registration
2025/09/08 by Che Liu, Liu, Che, Yinda Chen +39 · 11 citations
Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Infrared Thermography in Medicine
- Git Context Controller: Manage the Context of LLM-based Agents like Git
2025/07/30 by Junde Wu, Hu, Minhao, Wu, Junde +11 · 3 citations
Computer Science · #Software System Performance and Reliability #Advanced Software Engineering Methodologies #Software Engineering Research
- Addressing Benchmarking Gaps in Large Language Models for Health and Medicine with Dynamic Red-Teaming
2025/07/30 by Jiazhen Pan, Bailiang Jian, Pan, Jiazhen +42 · 1 voice · 7 citations
Computer Science · Medicine · Social Sciences · #Adversarial Robustness in Machine Learning #Artificial Intelligence in Healthcare and Education #Ethics and Social Impacts of AI
- Whole Heart 3D+T Representation Learning Through Sparse 2D Cardiac MR Images
2024/06/01 by Yundi Zhang, Chen Chen, Zhang, Yundi +9 · 4 citations
Medicine · Computer Science · Engineering · #Radiomics and Machine Learning in Medical Imaging #Medical Image Segmentation Techniques #Advanced X-ray and CT Imaging
- How Far Have Medical Vision-Language Models Come? A Comprehensive Benchmarking Study
2025/07/15 by Che Liu, Liu, Che, Jiazhen Pan +9 · 1 citation
Nursing · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Nursing Diagnosis and Documentation
- TimeFlow: Temporal Conditioning for Longitudinal Brain MRI Registration and Aging Analysis
2025/01/15 by Bailiang Jian, Jiazhen Pan, Jian, Bailiang +13 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #Cell Image Analysis Techniques #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
- J-CoT: Chain-of-Thought in J-Space
2026/07/24 by Junde Wu, Jiayuan Zhu, Fengling Liu +2
#cs.CL #cs.AI