Xiaofan Zhang

According to our database, Xiaofan Zhang authored at least 57 papers between 2014 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

MedLSAM: Localize and segment anything model for 3D CT images.

Wenhui Lei, Wei Xu, Kang Li, Xiaofan Zhang, Shaoting Zhang

Medical Image Anal., 2025

Maxillofacial bone movements-aware dual graph convolution approach for postoperative facial appearance prediction.

Xinrui Huang, Dongming He, Zhenming Li, Xiaofan Zhang, Xudong Wang

Medical Image Anal., 2025

2024

One-Shot Weakly-Supervised Segmentation in 3D Medical Images.

Wenhui Lei, Qi Su, Tianyu Jiang, Ran Gu, Na Wang, Xinglong Liu, Guotai Wang, Xiaofan Zhang, Shaoting Zhang

IEEE Trans. Medical Imaging, January, 2024

Deblurring masked image modeling for ultrasound image analysis.

Qingbo Kang, Qicheng Lao, Jun Gao, Jingyan Liu, Huahui Yi, Buyun Ma, Xiaofan Zhang, Kang Li

Medical Image Anal., 2024

USFM: A universal ultrasound foundation model generalized to tasks and organs towards label efficient image analysis.

Jing Jiao, Jin Zhou, Xiaokang Li, Menghua Xia, Yi Huang, Lihong Huang, Na Wang, Xiaofan Zhang, Shichong Zhou, Yuanyuan Wang, Yi Guo

Medical Image Anal., 2024

PathoDuet: Foundation models for pathological slide analysis of H&E and IHC stains.

Shengyi Hua, Fang Yan, Tianle Shen, Lei Ma, Xiaofan Zhang

Medical Image Anal., 2024

Unleashing the Potential of Vision-Language Pre-Training for 3D Zero-Shot Lesion Segmentation via Mask-Attribute Alignment.

Yankai Jiang, Wenhui Lei, Xiaofan Zhang, Shaoting Zhang

CoRR, 2024

MedDiff-FM: A Diffusion-based Foundation Model for Versatile Medical Image Applications.

Yongrui Yu, Yannian Gu, Shaoting Zhang, Xiaofan Zhang

CoRR, 2024

MeNTi: Bridging Medical Calculator and LLM Agent with Nested Tool Calling.

Yakun Zhu, Shaohang Wei, Xu Wang, Kui Xue, Xiaofan Zhang, Shaoting Zhang

CoRR, 2024

MedBench: A Comprehensive, Standardized, and Reliable Benchmarking System for Evaluating Chinese Medical Large Language Models.

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

CoRR, 2024

MedOdyssey: A Medical Domain Benchmark for Long Context Evaluation Up to 200K Tokens.

Yongqi Fan, Hongli Sun, Kui Xue, Xiaofan Zhang, Shaoting Zhang, Tong Ruan

CoRR, 2024

CAT: Coordinating Anatomical-Textual Prompts for Multi-Organ and Tumor Segmentation.

Zhongzhen Huang, Yankai Jiang, Rongzhao Zhang, Shaoting Zhang, Xiaofan Zhang

CoRR, 2024

Tool Calling: Enhancing Medication Consultation via Retrieval-Augmented Large Language Models.

Zhongzhen Huang, Kui Xue, Yongqi Fan, Linjie Mu, Ruoyu Liu, Tong Ruan, Shaoting Zhang, Xiaofan Zhang

CoRR, 2024

Grounded Knowledge-Enhanced Medical VLP for Chest X-Ray.

Qiao Deng, Zhongzhen Huang, Yunqi Wang, Zhichuan Wang, Zhao Wang, Xiaofan Zhang, Qi Dou, Yeung Yu Hui, Edward S. Hui

CoRR, 2024

VLM-CPL: Consensus Pseudo Labels from Vision-Language Models for Human Annotation-Free Pathological Image Classification.

Lanfeng Zhong, Xin Liao, Shaoting Zhang, Xiaofan Zhang, Guotai Wang

CoRR, 2024

GuideGen: A Text-guided Framework for Joint CT Volume and Anatomical structure Generation.

Linrui Dai, Rongzhao Zhang, Zhongzhen Huang, Xiaofan Zhang

CoRR, 2024

OpenMEDLab: An Open-source Platform for Multi-modality Foundation Models in Medicine.

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

CoRR, 2024

Incorporating Clinical Guidelines Through Adapting Multi-modal Large Language Model for Prostate Cancer PI-RADS Scoring.

Tiantian Zhang, Manxi Lin, Hongda Guo, Xiaofan Zhang, Ka Fung Peter Chiu, Aasa Feragen, Qi Dou

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

DeReStainer: H&E to IHC Pathological Image Translation via Decoupled Staining Channels.

Linda Wei, Shengyi Hua, Shaoting Zhang, Xiaofan Zhang

Proceedings of the Deep Generative Models - 4th MICCAI Workshop, 2024

PathoTune: Adapting Visual Foundation Model to Pathological Specialists.

Jiaxuan Lu, Fang Yan, Xiaofan Zhang, Yue Gao, Shaoting Zhang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Modality-Aware and Shift Mixer for Multi-Modal Brain Tumor Segmentation.

Zhongzhen Huang, Linda Wei, Shaoting Zhang, Xiaofan Zhang

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

ZePT: Zero-Shot Pan-Tumor Segmentation via Query-Disentangling and Self-Prompting.

Yankai Jiang, Zhongzhen Huang, Rongzhao Zhang, Xiaofan Zhang, Shaoting Zhang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

GECSum: Generative Evaluation-Driven Sequence Level Contrastive Learning for Abstractive Summarization.

Jiawen Xie, Shaoting Zhang, Xiaofan Zhang

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Medical Dialogue System: A Survey of Categories, Methods, Evaluation and Challenges.

Xiaoming Shi, Zeming Liu, Li Du, Yuxuan Wang, Hongru Wang, Yuhang Guo, Tong Ruan, Jie Xu, Xiaofan Zhang, Shaoting Zhang

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Hippocampus segmentation after brain tumor resection via postoperative region synthesis.

Changjuan Tao, Difei Gu, Rui Huang, Ling Zhou, Zhiqiang Hu, Yuanyuan Chen, Xiaofan Zhang, Hongsheng Li

BMC Medical Imaging, December, 2023

Contrastive Semi-Supervised Learning for Domain Adaptive Segmentation Across Similar Anatomical Structures.

Ran Gu, Jingyang Zhang, Guotai Wang, Wenhui Lei, Tao Song, Xiaofan Zhang, Kang Li, Shaoting Zhang

IEEE Trans. Medical Imaging, 2023

PathoDuet: Foundation Models for Pathological Slide Analysis of H&E and IHC Stains.

Shengyi Hua, Fang Yan, Tianle Shen, Xiaofan Zhang

CoRR, 2023

SHA-SCP: A UI Element Spatial Hierarchy Aware Smartphone User Click Behavior Prediction Method.

Ling Chen, Yiyi Peng, Kai Qian, Hongyu Shi, Xiaofan Zhang

CoRR, 2023

AG-CRC: Anatomy-Guided Colorectal Cancer Segmentation in CT with Imperfect Anatomical Knowledge.

Rongzhao Zhang, Zhian Bai, Ruoying Yu, Wenrao Pang, Lingyun Wang, Lifeng Zhu, Xiaofan Zhang, Huan Zhang, Weiguo Hu

CoRR, 2023

MedLSAM: Localize and Segment Anything Model for 3D Medical Images.

Wenhui Lei, Xu Wei, Xiaofan Zhang, Kang Li, Shaoting Zhang

CoRR, 2023

Efficient Subclass Segmentation in Medical Images.

Linrui Dai, Wenhui Lei, Xiaofan Zhang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Automatic Lobe Segmentation Using Attentive Cross Entropy and End-to-End Fissure Generation.

Qi Su, Na Wang, Jiawen Xie, Yinan Chen, Xiaofan Zhang

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

KiUT: Knowledge-injected U-Transformer for Radiology Report Generation.

Zhongzhen Huang, Xiaofan Zhang, Shaoting Zhang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Alleviating Exposure Bias via Multi-level Contrastive Learning and Deviation Simulation in Abstractive Summarization.

Jiawen Xie, Qi Su, Shaoting Zhang, Xiaofan Zhang

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

MidMed: Towards Mixed-Type Dialogues for Medical Consultation.

Xiaoming Shi, Zeming Liu, Chuan Wang, Haitao Leng, Kui Xue, Xiaofan Zhang, Shaoting Zhang

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

WORD: A large scale dataset, benchmark and clinical applicable study for abdominal organ segmentation from CT image.

Xiangde Luo, Wenjun Liao, Jianghong Xiao, Jieneng Chen, Tao Song, Xiaofan Zhang, Kang Li, Dimitris N. Metaxas, Guotai Wang, Shaoting Zhang

Medical Image Anal., 2022

Segmentation only uses sparse annotations: Unified weakly and semi-supervised learning in medical images.

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

Medical Image Anal., 2022

DigestPath: A benchmark dataset with challenge review for the pathological detection and segmentation of digestive-system.

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

Medical Image Anal., 2022

Contrastive Domain Disentanglement for Generalizable Medical Image Segmentation.

Ran Gu, Jiangshan Lu, Jingyang Zhang, Wenhui Lei, Xiaofan Zhang, Guotai Wang, Shaoting Zhang

CoRR, 2022

Robust Cardiac MRI Segmentation with Data-Centric Models to Improve Performance via Intensive Pre-training and Augmentation.

Shizhan Gong, Weitao Lu, Jize Xie, Xiaofan Zhang, Shaoting Zhang, Qi Dou

Proceedings of the Statistical Atlases and Computational Models of the Heart. Regular and CMRxMotion Challenge Papers, 2022

Efficient Federated Tumor Segmentation via Parameter Distance Weighted Aggregation and Client Pruning.

Meirui Jiang, Hongzheng Yang, Xiaofan Zhang, Shaoting Zhang, Qi Dou

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2022

2021

Large-scale gastric cancer screening and localization using multi-task deep neural network.

Hong Yu, Xiaofan Zhang, Lingjun Song, Liren Jiang, Xiaodi Huang, Wen Chen, Chenbin Zhang, Jiahui Li, Jiji Yang, Zhiqiang Hu, Qi Duan, Wanyuan Chen, Xianglei He, Jinshuang Fan, Weihai Jiang, Li Zhang, Chengmin Qiu, Minmin Gu, Weiwei Sun, Yangqiong Zhang, Guangyin Peng, Weiwei Shen, Guohui Fu

Neurocomputing, 2021

One-shot Weakly-Supervised Segmentation in Medical Images.

Wenhui Lei, Qi Su, Ran Gu, Na Wang, Xinglong Liu, Guotai Wang, Xiaofan Zhang, Shaoting Zhang

CoRR, 2021

WORD: Revisiting Organs Segmentation in the Whole Abdominal Region.

Xiangde Luo, Wenjun Liao, Jianghong Xiao, Tao Song, Xiaofan Zhang, Kang Li, Guotai Wang, Shaoting Zhang

CoRR, 2021

2018

Large-scale retrieval for medical image analytics: A comprehensive review.

Zhongyu Li, Xiaofan Zhang, Henning Müller, Shaoting Zhang

Medical Image Anal., 2018

The Sixth Visual Object Tracking VOT2018 Challenge Results.

Matej Kristan, Ales Leonardis, Jiri Matas, Michael Felsberg, Roman P. Pflugfelder, Luka Cehovin Zajc, Tomás Vojír, Goutam Bhat, Alan Lukezic, Abdelrahman Eldesokey, Gustavo Fernández, Álvaro García-Martín, Álvaro Iglesias-Arias, A. Aydin Alatan, Abel González-García, Alfredo Petrosino, Alireza Memarmoghadam, Andrea Vedaldi, Andrej Muhic, Anfeng He, Arnold W. M. Smeulders, Asanka G. Perera, Bo Li, Boyu Chen, Changick Kim, Changsheng Xu, Changzhen Xiong, Cheng Tian, Chong Luo, Chong Sun, Cong Hao, Daijin Kim, Deepak Mishra, Deming Chen, Dong Wang, Dongyoon Wee, Efstratios Gavves, Erhan Gundogdu, Erik Velasco-Salido, Fahad Shahbaz Khan, Fan Yang, Fei Zhao, Feng Li, Francesco Battistone, George De Ath, Gorthi R. K. Sai Subrahmanyam, Guilherme Sousa Bastos, Haibin Ling, Hamed Kiani Galoogahi, Hankyeol Lee, Haojie Li, Haojie Zhao, Heng Fan, Honggang Zhang, Horst Possegger, Houqiang Li, Huchuan Lu, Hui Zhi, Huiyun Li, Hyemin Lee, Hyung Jin Chang, Isabela Drummond, Jack Valmadre, Jaime Spencer Martin, Javaan Singh Chahl, Jin Young Choi, Jing Li, Jinqiao Wang, Jinqing Qi, Jinyoung Sung, Joakim Johnander, João F. Henriques, Jongwon Choi, Joost van de Weijer, Jorge Rodríguez Herranz, José M. Martínez, Josef Kittler, Junfei Zhuang, Junyu Gao, Klemen Grm, Lichao Zhang, Lijun Wang, Lingxiao Yang, Litu Rout, Liu Si, Luca Bertinetto, Lutao Chu, Manqiang Che, Mario Edoardo Maresca, Martin Danelljan, Ming-Hsuan Yang, Mohamed H. Abdelpakey, Mohamed S. Shehata, Myunggu Kang, Namhoon Lee, Ning Wang, Ondrej Miksik, Payman Moallem, Pablo Vicente-Moñivar, Pedro Senna, Peixia Li, Philip H. S. Torr, Priya Mariam Raju, Ruihe Qian, Qiang Wang, Qin Zhou, Qing Guo, Rafael Martin Nieto, Rama Krishna Sai Subrahmanyam Gorthi, Ran Tao, Richard Bowden, Richard M. Everson, Runling Wang, Sangdoo Yun, Seokeon Choi, Sergio Vivas, Shuai Bai, Shuangping Huang, Sihang Wu, Simon Hadfield, Siwen Wang, Stuart Golodetz, Ming Tang, Tianyang Xu, Tianzhu Zhang, Tobias Fischer, Vincenzo Santopietro, Vitomir Struc, Wei Wang, Wangmeng Zuo, Wei Feng, Wei Wu, Wei Zou, Weiming Hu, Wengang Zhou, Wenjun Zeng, Xiaofan Zhang, Xiaohe Wu, Xiao-Jun Wu, Xinmei Tian, Yan Li, Yan Lu, Yee Wei Law, Yi Wu, Yiannis Demiris, Yicai Yang, Yifan Jiao, Yuhong Li, Yunhua Zhang, Yuxuan Sun, Zheng Zhang, Zheng Zhu, Zhenhua Feng, Zhihui Wang, Zhiqun He

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

2016

Fusing Heterogeneous Features From Stacked Sparse Autoencoder for Histopathological Image Analysis.

Xiaofan Zhang, Hang Dou, Tao Ju, Jun Xu, Shaoting Zhang

IEEE J. Biomed. Health Informatics, 2016

Embedding Label Structures for Fine-Grained Feature Representation.

Xiaofan Zhang, Feng Zhou, Yuanqing Lin, Shaoting Zhang

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015

Towards Large-Scale Histopathological Image Analysis: Hashing-Based Image Retrieval.

Xiaofan Zhang, Wei Liu, Murat Dundar, Sunil Badve, Shaoting Zhang

IEEE Trans. Medical Imaging, 2015

High-throughput histopathological image analysis via robust cell segmentation and hashing.

Xiaofan Zhang, Fuyong Xing, Hai Su, Lin Yang, Shaoting Zhang

Medical Image Anal., 2015

Toward consistent cell segmentation: quality assessment of cell segments via appearance and geometry features.

Andrew Brinker, Annika Fredrikson, Xiaofan Zhang, Richard Sourvenir, Shaoting Zhang

Proceedings of the Medical Imaging 2015: Digital Pathology, 2015

Fusing heterogeneous features for the image-guided diagnosis of intraductal breast lesions.

Xiaofan Zhang, Hang Dou, Tao Ju, Shaoting Zhang

Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Weighted Hashing with Multiple Cues for Cell-Level Analysis of Histopathological Images.

Xiaofan Zhang, Hai Su, Lin Yang, Shaoting Zhang

Proceedings of the Information Processing in Medical Imaging, 2015

Fine-grained histopathological image analysis via robust segmentation and large-scale retrieval.

Xiaofan Zhang, Hai Su, Lin Yang, Shaoting Zhang

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014

Mining Histopathological Images via Composite Hashing and Online Learning.

Xiaofan Zhang, Lin Yang, Wei Liu, Hai Su, Shaoting Zhang

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Mining histopathological images via hashing-based scalable image retrieval.

Xiaofan Zhang, Wei Liu, Shaoting Zhang

Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Scalable mammogram retrieval using Anchor Graph Hashing.

Jingjing Liu, Shaoting Zhang, Wei Liu, Xiaofan Zhang, Dimitris N. Metaxas

Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014