陈浩｜绍兴文理学院｜学者主页

2026

A Deployment-Friendly Foundational Framework for Efficient Computational Pathology

Yu Cai, Cheng Jin, Zhengyu Zhang, Jiabo Ma, Fengtao Zhou, Yingxue Xu, Zhengrui Guo, Yihui Wang, Zhengyu Zhang, Ling Liang, Yonghao Tan, Pingcheng Dong, Du Cai, On Ki Tang, Chenglong Zhao, Zhijian Cen, Ying Tan, Xi Wang, Can Yang, Yali Xu, Jing Cui, Zhenhui Li, Ronald Cheong Kin Chan, Yueping Liu, Feng Gao, Xiuming Zhang, Li Liang, Hao Chen, Kwang-Ting Cheng

arXiv preprint

2026

Democratizing and accelerating AI-driven pathology research through agentic intelligence

Jiabo Ma, Cheng Jin, Yihui Wang, Hao Jiang, Ling Liang, Yingxue Xu, Junlin Hou, Zhengrui Guo, Zhengyu Zhang, Yifei Xia, Hongyi Wang, Fengtao Zhou, Zhe Xu, Huajun Zhou, Jiarui Ouyang, Qian Zeng, On Ki Tang, Eunhyang Park, Carolyn Glass, Ronald Cheong Kin Chan, Li Liang, Hao Chen

arXiv preprint

2026

A Hierarchical Ensemble Inference Pipeline for Robust White Blood Cell Classification Under Domain Shifts

Ruyi Dai, Tingkwong Ng, Hao Chen

arXiv preprint

2026

Overview of the CXR-LT 2026 Challenge: Multi-Center Long-Tailed and Zero Shot Chest X-ray Classification

Hexin Dong, Yi Lin, Pengyu Zhou, Xuan Zhong Feng, Alan Clint Legasto, Mingquan Lin, Hao Chen, Yuzhe Yang, George Shih, Yifan Peng

arXiv preprint

2026

A Breast Vision Pathology Foundation Model for Real-world Clinical Utility

Yingxue Xu, Zhengyu Zhang, Xiuming Zhang, Mengwei Xu, Fengtao Zhou, Yihui Wang, Jiabo Ma, Yi Xin, Danyi Li, Chengyu Lu, Zhijian Cen, Ying Tan, Qingbing Yao, Qi Wang, Zizhao Gao, Yong Zhang, Jingjing Chen, Feifei Liu, Qian Xu, Yi Dai, Hongxuan Tan, Cheng Jin, Huajun Zhou, Zhengrui Guo, Ling Liang, Hongyi Wang, Yingcong Chen, Xi Wang, Zhenhui Li, Ronald Cheong Kin Chan, Ning Mao, Muyan Cai, Zhe Wang, Li Liang, Hao Chen

arXiv preprint

2026

Free Lunch in Medical Image Foundation Model Pre-training via Randomized Synthesis and Disentanglement

Yuhan Wei, Yuting He, Linshan Wu, Fuxiang Huang, Junlin Hou, Hao Chen

arXiv preprint

2025

A Versatile Foundation Model for AI-enabled Mammogram Interpretation

Fuxiang Huang, Jiayi Zhu, Yunfang Yu, Yu Xie, Yuan Guo, Qingcong Kong, Mingxiang Wu, Xinrui Jiang, Shu Yang, Jiabo Ma, Ziyi Liu, Zhe Xu, Zhixuan Chen, Yujie Tan, Zifan He, Luhui Mao, Xi Wang, Junlin Hou, Lei Zhang, Qiong Luo, Zhenhui Li, Herui Yao, Hao Chen

arXiv preprint

2025

Accurate and Scalable Multimodal Pathology Retrieval via Attentive Vision-Language Alignment

Hongyi Wang, Zhengjie Zhu, Junlin Hou, Jiabo Ma, Fang Wang, Yue Shi, Qiuyu Cai, Jili Wang, Bo Luo, Zhizhong Chai, Zhengyu Zhang, Li Liang, Xiuming Zhang, Yen-Wei Chen, Lanfen Lin, Hao Chen

arXiv preprint

2025

CrownGen: Patient-customized Crown Generation via Point Diffusion Model

Juyoung Bae, Moo Hyun Son, Jiale Peng, Wanting Qu, Wener Chen, Zelin Qiu, Kaixin Li, Xiaojuan Chen, Yifan Lin, Hao Chen

arXiv preprint

2025

Prototype-Guided Cross-Modal Knowledge Enhancement for Adaptive Survival Prediction

Fengchun Liu, Linghan Cai, Zhikang Wang, Zhiyuan Fan, Jin-gang Yu, Hao Chen, Yongbing Zhang

arXiv preprint

2025

Rethinking Boundary Detection in Deep Learning-Based Medical Image Segmentation

Yi Lin, Dong Zhang, Xiao Fang, Yufan Chen, Kwang-Ting Cheng, Hao Chen

arXiv preprint

2025

Distilled Prompt Learning for Incomplete Multimodal Survival Prediction

Yingxue Xu, Fengtao Zhou, Chenyu Zhao, Yihui Wang, Can Yang, Hao Chen

arXiv preprint

2025

Scaling Tumor Segmentation: Best Lessons from Real and Synthetic Data

Qi Chen, Xinze Zhou, Chen Liu, Hao Chen, Wenxuan Li, Zekun Jiang, Ziyan Huang, Yuxuan Zhao, Dexin Yu, Junjun He, Yefeng Zheng, Ling Shao, Alan Yuille, Zongwei Zhou

arXiv preprint

2025

Dynamic Stream Network for Combinatorial Explosion Problem in Deformable Medical Image Registration

Shaochen Bi, Yuting He, Weiming Wang, Hao Chen

arXiv preprint

2025

ConSurv: Multimodal Continual Learning for Survival Analysis

Dianzhi Yu, Conghao Xiong, Yankai Chen, Wenqian Cui, Xinni Zhang, Yifei Zhang, Hao Chen, Joseph J. Y. Sung, Irwin King

arXiv preprint

2025

An Explainable Biomedical Foundation Model via Large-Scale Concept-Enhanced Vision-Language Pre-training

Yuxiang Nie, Sunan He, Yequan Bie, Yihui Wang, Zhixuan Chen, Shu Yang, Zhiyuan Cai, Hongmei Wang, Xi Wang, Luyang Luo, Mingxiang Wu, Xian Wu, Ronald Cheong Kin Chan, Yuk Ming Lau, Yefeng Zheng, Pranav Rajpurkar, Hao Chen

arXiv preprint

2025

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images

Cheng Jin, Fengtao Zhou, Yunfang Yu, Jiabo Ma, Yihui Wang, Yingxue Xu, Huajun Zhou, Hao Jiang, Luyang Luo, Luhui Mao, Zifan He, Xiuming Zhang, Jing Zhang, Ronald Chan, Herui Yao, Hao Chen

arXiv preprint

2025

EndoControlMag: Robust Endoscopic Vascular Motion Magnification with Periodic Reference Resetting and Hierarchical Tissue-aware Dual-Mask Control

An Wang, Rulin Zhou, Mengya Xu, Yiru Ye, Longfei Gou, Yiting Chang, Hao Chen, Chwee Ming Lim, Jiankun Wang, Hongliang Ren

arXiv preprint

2025

A Chain of Diagnosis Framework for Accurate and Explainable Radiology Report Generation

Haibo Jin, Haoxuan Che, Sunan He, Hao Chen

arXiv preprint

2025

A Unified Low-level Foundation Model for Enhancing Pathology Image Quality

Ziyi Liu, Zhe Xu, Jiabo Ma, Wenqaing Li, Junlin Hou, Fuxiang Huang, Xi Wang, Ronald Cheong Kin Chan, Terence Tsz Wai Wong, Hao Chen

arXiv preprint

2025

MedBookVQA: A Systematic and Comprehensive Medical Benchmark Derived from Open-Access Book

Sau Lai Yip, Sunan He, Yuxiang Nie, Shu Pui Chan, Yilin Ye, Sum Ying Lam, Hao Chen

arXiv preprint

2024

BoNuS: Boundary Mining for Nuclei Segmentation with Partial Point Labels

Yi Lin, Zeyu Wang, Dong Zhang, Kwang-Ting Cheng, Hao Chen

arXiv preprint

2024

VoCo: A Simple-yet-Effective Volume Contrastive Learning Framework for 3D Medical Image Analysis

Linshan Wu, Jiaxin Zhuang, Hao Chen

arXiv preprint

2024

XCoOp: Explainable Prompt Learning for Computer-Aided Diagnosis via Concept-guided Context Optimization

Yequan Bie, Luyang Luo, Zhixuan Chen, Hao Chen

arXiv preprint

2024

Advancing COVID-19 Detection in 3D CT Scans

Qingqiu Li, Runtian Yuan, Junlin Hou, Jilan Xu, Yuejie Zhang, Rui Feng, Hao Chen

arXiv preprint

2024

MambaMIL: Enhancing Long Sequence Modeling with Sequence Reordering in Computational Pathology

Shu Yang, Yihui Wang, Hao Chen

arXiv preprint

2024

BronchoCopilot: Towards Autonomous Robotic Bronchoscopy via Multimodal Reinforcement Learning

Jianbo Zhao, Hao Chen, Qingyao Tian, Jian Chen, Bingyu Yang, Hongbin Liu

arXiv preprint

2024

Foundation Model for Advancing Healthcare: Challenges, Opportunities, and Future Directions

Yuting He, Fuxiang Huang, Xinrui Jiang, Yuxiang Nie, Minghao Wang, Jiguang Wang, Hao Chen

arXiv preprint

2024

Breast tumor classification based on self-supervised contrastive learning from ultrasound videos

Yunxin Tang, Siyuan Tang, Jian Zhang, Hao Chen

arXiv preprint

2024

Revisiting Deep Ensemble Uncertainty for Enhanced Medical Anomaly Detection

Yi Gu, Yi Lin, Kwang-Ting Cheng, Hao Chen

arXiv preprint

2024

Anatomy-guided fiber trajectory distribution estimation for cranial nerves tractography

Lei Xie, Qingrun Zeng, Huajun Zhou, Guoqiang Xie, Mingchu Li, Jiahao Huang, Jianan Cui, Hao Chen, Yuanjing Feng

arXiv preprint

DOI

2024

Enable the Right to be Forgotten with Federated Client Unlearning in Medical Imaging

Zhipeng Deng, Luyang Luo, Hao Chen

arXiv preprint

2024

LLM-MedQA: Enhancing Medical Question Answering through Case Studies in Large Language Models

Hang Yang, Hao Chen, Hui Guo, Yineng Chen, Ching-Sheng Lin, Shu Hu, Jinrong Hu, Xi Wu, Xin Wang

arXiv preprint

2024

A Multimodal Knowledge-enhanced Whole-slide Pathology Foundation Model

Yingxue Xu, Yihui Wang, Fengtao Zhou, Jiabo Ma, Cheng Jin, Shu Yang, Jinbang Li, Zhengyu Zhang, Chenglong Zhao, Huajun Zhou, Zhenhui Li, Huangjing Lin, Xin Wang, Jiguang Wang, Anjia Han, Ronald Cheong Kin Chan, Li Liang, Xiuming Zhang, Hao Chen

arXiv preprint

2024

A Large Model for Non-invasive and Personalized Management of Breast Cancer from Multiparametric MRI

Luyang Luo, Mingxiang Wu, Mei Li, Yi Xin, Qiong Wang, Varut Vardhanabhuti, Winnie CW Chu, Zhenhui Li, Juan Zhou, Pranav Rajpurkar, Hao Chen

arXiv preprint

2023

Image Quality-aware Diagnosis via Meta-knowledge Co-embedding

Haoxuan Che, Siyu Chen, Hao Chen

arXiv preprint

2023

DoNet: Deep De-overlapping Network for Cytology Instance Segmentation

Hao Jiang, Rushan Zhang, Yanning Zhou, Yumeng Wang, Hao Chen

arXiv preprint

2023

Cross-Modal Translation and Alignment for Survival Analysis

Fengtao Zhou, Hao Chen

arXiv preprint

2023

ChatRadio-Valuer: A Chat Large Language Model for Generalizable Radiology Report Generation Based on Multi-institution and Multi-system Data

Tianyang Zhong, Wei Zhao, Yutong Zhang, Yi Pan, Peixin Dong, Zuowei Jiang, Xiaoyan Kui, Youlan Shang, Li Yang, Yaonai Wei, Longtao Yang, Hao Chen, Huan Zhao, Yuxiao Liu, Ning Zhu, Yiwei Li, Yisong Wang, Jiaqi Yao, Jiaqi Wang, Ying Zeng, Lei He, Chao Zheng, Zhixue Zhang, Ming Li, Zhengliang Liu, Haixing Dai, Zihao Wu, Lu Zhang, Shu Zhang, Xiaoyan Cai, Xintao Hu, Shijie Zhao, Xi Jiang, Xin Zhang, Xiang Li, Dajiang Zhu, Lei Guo, Dinggang Shen, Junwei Han, Tianming Liu, Jun Liu, Tuo Zhang

arXiv preprint

2023

Deep Omni-supervised Learning for Rib Fracture Detection from Chest Radiology Images

Zhizhong Chai, Luyang Luo, Huangjing Lin, Pheng-Ann Heng, Hao Chen

arXiv preprint

2023

Scale Federated Learning for Label Set Mismatch in Medical Image Classification

Zhipeng Deng, Luyang Luo, Hao Chen

arXiv preprint

2021

Rethinking Annotation Granularity for Overcoming Shortcuts in Deep Learning-based Radiograph Diagnosis: A Multicenter Study

Luyang Luo, Hao Chen, Yongjie Xiao, Yanning Zhou, Xi Wang, Varut Vardhanabhuti, Mingxiang Wu, Chu Han, Zaiyi Liu, Xin Hao Benjamin Fang, Efstratios Tsougenis, Huangjing Lin, Pheng-Ann Heng

arXiv preprint

2021

Dual-Consistency Semi-Supervised Learning with Uncertainty Quantification for COVID-19 Lesion Segmentation from CT Images

Yanwen Li, Luyang Luo, Huangjing Lin, Hao Chen, Pheng-Ann Heng

arXiv preprint

2019

CIA-Net: Robust Nuclei Instance Segmentation with Contour-aware Information Aggregation

Yanning Zhou, Omer Fahri Onder, Qi Dou, Efstratios Tsougenis, Hao Chen, Pheng-Ann Heng

arXiv preprint

精选作品

期刊论文

PathOrchestra: a comprehensive foundation model for computational pathology with over 100 diverse clinical-grade tasks

鲁迅与泰戈尔的当代遗产

记绍兴文理学院美术学院

兰亭学述略

重视课外学分在汉语言文学专业人才培养模式改革中的作用

大众化时代的文学理论课程的教学改革

绍兴文理学院美术学院兰亭书法艺术学院教师作品

历史维度的阙如——论当代叙事学的局限

论西方现代小说理论的形态

论西方文艺理论中的“镜子”观念

叙事再现、叙事语法与叙事修辞——论西方叙事学发展的三个阶段

论巴赫金的引语修辞理论

从荒诞到反讽──论现代文学叙事的产生和含义

“说”与“写”──论语言体系与文字体系中形成的叙事差异(下)

“说”与“写”──论语言体系与文字体系中形成的叙事差异(上)

鲁迅与现代西方生命哲学比较浅论

从反叛天国到激情的消失──论西方现代性爱文学的精神历程

事实与价值——论艺术想象

论比喻的形态分类和审美价值构成

略论文学作品主题的特征——兼论对文学作品主题的接受理解

平衡的必要和痛苦——鲁迅前期处世态度心理简述

预印本

A Deployment-Friendly Foundational Framework for Efficient Computational Pathology

Democratizing and accelerating AI-driven pathology research through agentic intelligence

A Hierarchical Ensemble Inference Pipeline for Robust White Blood Cell Classification Under Domain Shifts

Overview of the CXR-LT 2026 Challenge: Multi-Center Long-Tailed and Zero Shot Chest X-ray Classification

A Breast Vision Pathology Foundation Model for Real-world Clinical Utility

Free Lunch in Medical Image Foundation Model Pre-training via Randomized Synthesis and Disentanglement

A Versatile Foundation Model for AI-enabled Mammogram Interpretation

Accurate and Scalable Multimodal Pathology Retrieval via Attentive Vision-Language Alignment

CrownGen: Patient-customized Crown Generation via Point Diffusion Model

Prototype-Guided Cross-Modal Knowledge Enhancement for Adaptive Survival Prediction

Rethinking Boundary Detection in Deep Learning-Based Medical Image Segmentation

Distilled Prompt Learning for Incomplete Multimodal Survival Prediction

Scaling Tumor Segmentation: Best Lessons from Real and Synthetic Data

Dynamic Stream Network for Combinatorial Explosion Problem in Deformable Medical Image Registration

ConSurv: Multimodal Continual Learning for Survival Analysis

An Explainable Biomedical Foundation Model via Large-Scale Concept-Enhanced Vision-Language Pre-training

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images

EndoControlMag: Robust Endoscopic Vascular Motion Magnification with Periodic Reference Resetting and Hierarchical Tissue-aware Dual-Mask Control

A Chain of Diagnosis Framework for Accurate and Explainable Radiology Report Generation

A Unified Low-level Foundation Model for Enhancing Pathology Image Quality

MedBookVQA: A Systematic and Comprehensive Medical Benchmark Derived from Open-Access Book

BoNuS: Boundary Mining for Nuclei Segmentation with Partial Point Labels

VoCo: A Simple-yet-Effective Volume Contrastive Learning Framework for 3D Medical Image Analysis

XCoOp: Explainable Prompt Learning for Computer-Aided Diagnosis via Concept-guided Context Optimization

Advancing COVID-19 Detection in 3D CT Scans

MambaMIL: Enhancing Long Sequence Modeling with Sequence Reordering in Computational Pathology

BronchoCopilot: Towards Autonomous Robotic Bronchoscopy via Multimodal Reinforcement Learning

Foundation Model for Advancing Healthcare: Challenges, Opportunities, and Future Directions

Breast tumor classification based on self-supervised contrastive learning from ultrasound videos

Revisiting Deep Ensemble Uncertainty for Enhanced Medical Anomaly Detection

Anatomy-guided fiber trajectory distribution estimation for cranial nerves tractography

Enable the Right to be Forgotten with Federated Client Unlearning in Medical Imaging

LLM-MedQA: Enhancing Medical Question Answering through Case Studies in Large Language Models

A Multimodal Knowledge-enhanced Whole-slide Pathology Foundation Model

A Large Model for Non-invasive and Personalized Management of Breast Cancer from Multiparametric MRI

Image Quality-aware Diagnosis via Meta-knowledge Co-embedding

DoNet: Deep De-overlapping Network for Cytology Instance Segmentation

Cross-Modal Translation and Alignment for Survival Analysis

ChatRadio-Valuer: A Chat Large Language Model for Generalizable Radiology Report Generation Based on Multi-institution and Multi-system Data

Deep Omni-supervised Learning for Rib Fracture Detection from Chest Radiology Images

Scale Federated Learning for Label Set Mismatch in Medical Image Classification

Rethinking Annotation Granularity for Overcoming Shortcuts in Deep Learning-based Radiograph Diagnosis: A Multicenter Study

Dual-Consistency Semi-Supervised Learning with Uncertainty Quantification for COVID-19 Lesion Segmentation from CT Images

CIA-Net: Robust Nuclei Instance Segmentation with Contour-aware Information Aggregation