Xiaofan Zhang

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 32

Top Topics

Medical Image Segmentation

Tumor Segmentation

Top Venues

Medical Image Anal.

IEEE Trans. Medical Imaging

Publications

Zhongzhen Huang, Kui Xue, Yongqi Fan, Linjie Mu, Ruoyu Liu, Tong Ruan, Shaoting Zhang, Xiaofan Zhang
Tool Calling: Enhancing Medication Consultation via Retrieval-Augmented Large Language Models. CoRR (2024)
Mianxin Liu, Jinru Ding, Jie Xu, Weiguo Hu, Xiaoyang Li, Lifeng Zhu, Zhian Bai, Xiaoming Shi, Benyou Wang, Haitao Song, Pengfei Liu, Xiaofan Zhang, Shanshan Wang, Kang Li, Haofen Wang, Tong Ruan, Xuanjing Huang, Xin Sun, Shaoting Zhang
MedBench: A Comprehensive, Standardized, and Reliable Benchmarking System for Evaluating Chinese Medical Large Language Models. CoRR (2024)
Jiawen Xie, Shaoting Zhang, Xiaofan Zhang
GECSum: Generative Evaluation-Driven Sequence Level Contrastive Learning for Abstractive Summarization. LREC/COLING (2024)
Linrui Dai, Rongzhao Zhang, Zhongzhen Huang, Xiaofan Zhang
GuideGen: A Text-guided Framework for Joint CT Volume and Anatomical structure Generation. CoRR (2024)
Qingbo Kang, Qicheng Lao, Jun Gao, Jingyan Liu, Huahui Yi, Buyun Ma, Xiaofan Zhang, Kang Li
Deblurring masked image modeling for ultrasound image analysis. Medical Image Anal. 97 (2024)
Jiaxuan Lu, Fang Yan, Xiaofan Zhang, Yue Gao, Shaoting Zhang
PathoTune: Adapting Visual Foundation Model to Pathological Specialists. CoRR (2024)
Zhongzhen Huang, Linda Wei, Shaoting Zhang, Xiaofan Zhang
Modality-Aware and Shift Mixer for Multi-modal Brain Tumor Segmentation. CoRR (2024)
Zhongzhen Huang, Yankai Jiang, Rongzhao Zhang, Shaoting Zhang, Xiaofan Zhang
CAT: Coordinating Anatomical-Textual Prompts for Multi-Organ and Tumor Segmentation. CoRR (2024)
Wenhui Lei, Qi Su, Tianyu Jiang, Ran Gu, Na Wang, Xinglong Liu, Guotai Wang, Xiaofan Zhang, Shaoting Zhang
One-Shot Weakly-Supervised Segmentation in 3D Medical Images. IEEE Trans. Medical Imaging 43 (1) (2024)
Xiaosong Wang, Xiaofan Zhang, Guotai Wang, Junjun He, Zhongyu Li, Wentao Zhu, Yi Guo, Qi Dou, Xiaoxiao Li, Dequan Wang, Liang Hong, Qicheng Lao, Tong Ruan, Yukun Zhou, Yixue Li, Jie Zhao, Kang Li, Xin Sun, Lifeng Zhu, Shaoting Zhang
OpenMEDLab: An Open-source Platform for Multi-modality Foundation Models in Medicine. CoRR (2024)
Tiantian Zhang, Manxi Lin, Hongda Guo, Xiaofan Zhang, Ka Fung Peter Chiu, Aasa Feragen, Qi Dou
Incorporating Clinical Guidelines through Adapting Multi-modal Large Language Model for Prostate Cancer PI-RADS Scoring. CoRR (2024)
Qiao Deng, Zhongzhen Huang, Yunqi Wang, Zhichuan Wang, Zhao Wang, Xiaofan Zhang, Qi Dou, Yeung Yu Hui, Edward S. Hui
Grounded Knowledge-Enhanced Medical VLP for Chest X-Ray. CoRR (2024)
Yongqi Fan, Hongli Sun, Kui Xue, Xiaofan Zhang, Shaoting Zhang, Tong Ruan
MedOdyssey: A Medical Domain Benchmark for Long Context Evaluation Up to 200K Tokens. CoRR (2024)
Lanfeng Zhong, Xin Liao, Shaoting Zhang, Xiaofan Zhang, Guotai Wang
VLM-CPL: Consensus Pseudo Labels from Vision-Language Models for Human Annotation-Free Pathological Image Classification. CoRR (2024)
Xiaoming Shi, Zeming Liu, Li Du, Yuxuan Wang, Hongru Wang, Yuhang Guo, Tong Ruan, Jie Xu, Xiaofan Zhang, Shaoting Zhang
Medical Dialogue System: A Survey of Categories, Methods, Evaluation and Challenges. ACL (Findings) (2024)
Wenhui Lei, Xu Wei, Xiaofan Zhang, Kang Li, Shaoting Zhang
MedLSAM: Localize and Segment Anything Model for 3D Medical Images. CoRR (2023)
Qi Su, Na Wang, Jiawen Xie, Yinan Chen, Xiaofan Zhang
Automatic lobe segmentation using attentive cross entropy and end-to-end fissure generation. CoRR (2023)
Linrui Dai, Wenhui Lei, Xiaofan Zhang
Efficient Subclass Segmentation in Medical Images. CoRR (2023)
Linrui Dai, Wenhui Lei, Xiaofan Zhang
Efficient Subclass Segmentation in Medical Images. MICCAI (2) (2023)
Qi Su, Na Wang, Jiawen Xie, Yinan Chen, Xiaofan Zhang
Automatic Lobe Segmentation Using Attentive Cross Entropy and End-to-End Fissure Generation. ISBI (2023)
Ran Gu, Jingyang Zhang, Guotai Wang, Wenhui Lei, Tao Song, Xiaofan Zhang, Kang Li, Shaoting Zhang
Contrastive Semi-Supervised Learning for Domain Adaptive Segmentation Across Similar Anatomical Structures. IEEE Trans. Medical Imaging 42 (1) (2023)
Ling Chen, Yiyi Peng, Kai Qian, Hongyu Shi, Xiaofan Zhang
SHA-SCP: A UI Element Spatial Hierarchy Aware Smartphone User Click Behavior Prediction Method. CoRR (2023)
Jiawen Xie, Qi Su, Shaoting Zhang, Xiaofan Zhang
Alleviating Exposure Bias via Multi-level Contrastive Learning and Deviation Simulation in Abstractive Summarization. ACL (Findings) (2023)
Xiaoming Shi, Zeming Liu, Chuan Wang, Haitao Leng, Kui Xue, Xiaofan Zhang, Shaoting Zhang
MidMed: Towards Mixed-Type Dialogues for Medical Consultation. CoRR (2023)
Zhongzhen Huang, Xiaofan Zhang, Shaoting Zhang
KiUT: Knowledge-injected U-Transformer for Radiology Report Generation. CVPR (2023)
Zhongzhen Huang, Xiaofan Zhang, Shaoting Zhang
KiUT: Knowledge-injected U-Transformer for Radiology Report Generation. CoRR (2023)
Xiaoming Shi, Zeming Liu, Chuan Wang, Haitao Leng, Kui Xue, Xiaofan Zhang, Shaoting Zhang
MidMed: Towards Mixed-Type Dialogues for Medical Consultation. ACL (1) (2023)
Ran Gu, Jiangshan Lu, Jingyang Zhang, Wenhui Lei, Xiaofan Zhang, Guotai Wang, Shaoting Zhang
Contrastive Domain Disentanglement for Generalizable Medical Image Segmentation. CoRR (2022)
Ran Gu, Jingyang Zhang, Guotai Wang, Wenhui Lei, Tao Song, Xiaofan Zhang, Kang Li, Shaoting Zhang
Contrastive Semi-supervised Learning for Domain Adaptive Segmentation Across Similar Anatomical Structures. CoRR (2022)
Xiangde Luo, Wenjun Liao, Jianghong Xiao, Jieneng Chen, Tao Song, Xiaofan Zhang, Kang Li, Dimitris N. Metaxas, Guotai Wang, Shaoting Zhang
WORD: A large scale dataset, benchmark and clinical applicable study for abdominal organ segmentation from CT image. Medical Image Anal. 82 (2022)
Feng Gao, Minhao Hu, Min-Er Zhong, Shixiang Feng, Xuwei Tian, Xiaochun Meng, Ma-yi-di-li Ni-jia-ti, Zeping Huang, Minyi Lv, Tao Song, Xiaofan Zhang, Xiaoguang Zou, Xiaojian Wu
Segmentation only uses sparse annotations: Unified weakly and semi-supervised learning in medical images. Medical Image Anal. 80 (2022)
Qian Da, Xiaodi Huang, Zhongyu Li, Yanfei Zuo, Chenbin Zhang, Jingxin Liu, Wen Chen, Jiahui Li, Dou Xu, Zhiqiang Hu, Hongmei Yi, Yan Guo, Zhe Wang, Ling Chen, Li Zhang, Xianying He, Xiaofan Zhang, Ke Mei, Chuang Zhu, Weizeng Lu, Linlin Shen, Jun Shi, Jun Li, Sreehari S, Ganapathy Krishnamurthi, Jiangcheng Yang, Tiancheng Lin, Qingyu Song, Xuechen Liu, Simon Graham, Raja Muhammad Saad Bashir, Canqian Yang, Shaofei Qin, Xinmei Tian, Baocai Yin, Jie Zhao, Dimitris N. Metaxas, Hongsheng Li, Chaofu Wang, Shaoting Zhang
DigestPath: A benchmark dataset with challenge review for the pathological detection and segmentation of digestive-system. Medical Image Anal. 80 (2022)