publications

2025

1. ICLR

   

   K-Prism: A Knowledge-Guided and Prompt Integrated Universal Medical Image Segmentation Model

   Bangwei Guo, Yunhe Gao, Meng Ye, and 4 more authors

   arXiv preprint arXiv:2509.25594, 2025

   Bib PDF Code

   @article{guo2025k,
     title = {K-Prism: A Knowledge-Guided and Prompt Integrated Universal Medical Image Segmentation Model},
     author = {Guo, Bangwei and Gao, Yunhe and Ye, Meng and Gu, Difei and Zhou, Yang and Axel, Leon and Metaxas, Dimitris},
     journal = {arXiv preprint arXiv:2509.25594},
     year = {2025},
   }

2. IPMI

   

   Verse: Integrating multiple queries as prompts for versatile cardiac mri segmentation

   Bangwei Guo, Meng Ye, Yunhe Gao, and 3 more authors

   In International Conference on Information Processing in Medical Imaging, 2025

   Bib PDF Code

   @inproceedings{guo2025verse,
     title = {Verse: Integrating multiple queries as prompts for versatile cardiac mri segmentation},
     author = {Guo, Bangwei and Ye, Meng and Gao, Yunhe and Xin, Bingyu and Axel, Leon and Metaxas, Dimitris},
     booktitle = {International Conference on Information Processing in Medical Imaging},
     pages = {373--387},
     year = {2025},
     organization = {Springer},
   }

3. 

   M\^3-Bench: Multi-Modal, Multi-Hop, Multi-Threaded Tool-Using MLLM Agent Benchmark

   Yang Zhou, Mingyu Zhao, Zhenting Wang, and 6 more authors

   arXiv preprint arXiv:2511.17729, 2025

   PDF

2023

1. Journal

   

   A robust and lightweight deep attention multiple instance learning algorithm for predicting genetic alterations

   Bangwei Guo, Xingyu Li, Miaomiao Yang, and 2 more authors

   Computerized Medical Imaging and Graphics, 2023

   Bib PDF

   @article{guo2023robust,
     title = {A robust and lightweight deep attention multiple instance learning algorithm for predicting genetic alterations},
     author = {Guo, Bangwei and Li, Xingyu and Yang, Miaomiao and Zhang, Hong and Xu, Xu Steven},
     journal = {Computerized Medical Imaging and Graphics},
     volume = {105},
     pages = {102189},
     year = {2023},
     publisher = {Elsevier},
   }

2. Journal

   

   Predicting microsatellite instability and key biomarkers in colorectal cancer from H&E-stained images: achieving state-of-the-art predictive performance with fewer data using swin transformer

   Bangwei Guo, Xingyu Li, Miaomiao Yang, and 3 more authors

   The Journal of Pathology: Clinical Research, 2023

   Bib PDF Code

   @article{guo2023predicting,
     title = {Predicting microsatellite instability and key biomarkers in colorectal cancer from H\&E-stained images: achieving state-of-the-art predictive performance with fewer data using swin transformer},
     author = {Guo, Bangwei and Li, Xingyu and Yang, Miaomiao and Jonnagaddala, Jitendra and Zhang, Hong and Xu, Xu Steven},
     journal = {The Journal of Pathology: Clinical Research},
     volume = {9},
     number = {3},
     pages = {223--235},
     year = {2023},
     publisher = {Wiley Online Library},
   }

3. Journal

   

   Prognostic significance of Tumor-Infiltrating lymphocytes determined using LinkNet on colorectal Cancer pathology images

   Anran Liu, Xingyu Li, Hongyi Wu, and 4 more authors

   JCO Precision Oncology, 2023

   Bib PDF

   @article{liu2023prognostic,
     title = {Prognostic significance of Tumor-Infiltrating lymphocytes determined using LinkNet on colorectal Cancer pathology images},
     author = {Liu, Anran and Li, Xingyu and Wu, Hongyi and Guo, Bangwei and Jonnagaddala, Jitendra and Zhang, Hong and Xu, Steven},
     journal = {JCO Precision Oncology},
     volume = {7},
     pages = {e2200522},
     year = {2023},
     publisher = {Wolters Kluwer Health},
   }