Hou, Xinhai

1. OpenSRH: optimizing brain tumor surgery using intraoperative stimulated Raman histology
   2022/06/16 by Cheng Jiang, Jiang, Cheng, Asadur Chowdury +17 · 2 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Spectroscopy Techniques in Biomedical and Chemical Research #electronic engineering #information engineering
2. Step-Calibrated Diffusion for Biomedical Optical Image Restoration
   2024/03/20 by Lyu, Yiwei, Cha, Sung Jik, Jiang, Cheng +7 · 3 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
3. Hierarchical discriminative learning improves visual representations of biomedical microscopy
   2023/03/02 by Cheng Jiang, Jiang, Cheng, Xinhai Hou +13 · 2 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #AI in cancer detection #Artificial Intelligence (cs.AI) #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Machine Learning (cs.LG)
4. CodeV: Code with Images for Faithful Visual Reasoning via Tool-Aware Policy Optimization
   2025/11/24 by Hou, Xinhai, Xu, Shaoyuan, Biyani, Manan +4 · 3 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
5. A self-supervised framework for learning whole slide representations
   2024/02/09 by Xinhai Hou, Cheng Jiang, Hou, Xinhai +11 · 2 citations
   Computer Science · #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Machine Learning (cs.LG) #Video Analysis and Summarization
6. Towards Scalable Language-Image Pre-training for 3D Medical Imaging
   2025/05/28 by Chenhui Zhao, Yiwei Lyu, Zhao, Chenhui +15 · 3 citations
   Computer Science · Medicine · #Multimodal Machine Learning Applications #Artificial Intelligence in Healthcare and Education #Advanced Neural Network Applications
7. Super-resolution of biomedical volumes with 2D supervision
   2024/04/15 by Cheng Jiang, Jiang, Cheng, Alexander Gedeon +17 · 1 citation
   Biochemistry, Genetics and Molecular Biology · #Cell Image Analysis Techniques #Spectroscopy Techniques in Biomedical and Chemical Research #Advanced Fluorescence Microscopy Techniques