高欣｜山东中医药大学｜学者主页

期刊论文

2026

HorusEye: a self-supervised foundation model for generalizable X-ray tomography restoration

Yuetan Chu, Longxi Zhou, Gongning Luo, Kai Kang, Suyu Dong, Zhongyi Han, Lianming Wu, Xianglin Meng, Changchun Yang, Xin Guo, Yuan Cheng, Yuan Qi, Xin Liu, Dexuan Xie, Yue Li, R. Henao, Xi-Gang Xiao, Shaodong Cao, Gianluca Setti, Zhaowen Qiu, Xin Gao

Nature Computational Science

DOI

2025

基于锥束CT的合成CT的软组织区域图像质量提升方法

付紫维，朱叶晨，张子健，高欣

《生物医学工程学杂志》

2023

Topology-Preserving Computed Tomography Super-Resolution Based on Dual-Stream Diffusion Model

Yuetan Chu, Longxi Zhou, Gongning Luo, Zhaowen Qiu, Xin Gao

International Conference on Medical Image Computing and Computer-Assisted Intervention

DOI

2022

一种基于CycleGAN改进的低剂量CT图像增强网络

廖仕敏，刘仰川，朱叶晨，王艳玲，高欣

《图学学报》

2020

一种基于先验图像的锥束CT金属伪影校正算法

刘仰川，高鹏，朱叶晨，高欣

《图学学报》

2014

应用投影收缩的压缩感知锥束CT短扫描重建

杨宏成，高欣，张涛

《光学精密工程》

预印本

2026

Camyla: Scaling Autonomous Research in Medical Image Segmentation

Yifan Gao, Haoyue Li, Feng Yuan, Xin Gao, Weiran Huang, Xiaosong Wang

arXiv preprint

2026

Developing Foundation Models for Universal Segmentation from 3D Whole-Body Positron Emission Tomography

Yichi Zhang, Le Xue, Wenbo Zhang, Lanlan Li, Feiyang Xiao, Yuchen Liu, Xiaohui Zhang, Hongwei Zhang, Shuqi Wang, Gang Feng, Liling Peng, Xin Gao, Yuanfan Xu, Yuan Qi, Kuangyu Shi, Hong Zhang, Yuan Cheng, Mei Tian, Zixin Hu

arXiv preprint

2026

MetaStructAtlas: A Grounded 3D Vision-Language Dataset and Benchmark for Functional and Structural Reasoning in Whole-Body PET/CT

Chenguang Zheng, Le Xue, Yichi Zhang, Wenbo Zhang, Zehui Ling, Gang Feng, Xin Gao, Yuan Qi, Yuan Cheng, Zixin Hu, Mei Tian

arXiv preprint

2026

Anatomy-Guided Residual Motion Diffusion for Controllable 4D Cardiac MRI Synthesis

Yiheng Cao, Gustavo Andrade-Miranda, Jiatian Zhang, Lingxiao Zhao, Xin Gao

arXiv preprint

2026

Colon-Bench: An Agentic Workflow for Scalable Dense Lesion Annotation in Full-Procedure Colonoscopy Videos

Abdullah Hamdi, Changchun Yang, Xin Gao

arXiv preprint

2025

Multi-View MRI Approach for Classification of MGMT Methylation in Glioblastoma Patients

Rawan Alyahya, Asrar Alruwayqi, Atheer Alqarni, Asma Alkhaldi, Metab Alkubeyyer, Xin Gao, Mona Alshahrani

arXiv preprint

2025

PETWB-REP: A Multi-Cancer Whole-Body FDG PET/CT and Radiology Report Dataset for Medical Imaging Research

Le Xue, Gang Feng, Wenbo Zhang, Yichi Zhang, Lanlan Li, Shuqi Wang, Liling Peng, Sisi Peng, Xin Gao

arXiv preprint

2025

Med-K2N: Flexible K-to-N Modality Translation for Medical Image Synthesis

Feng Yuan, Yifan Gao, Yuehua Ye, Haoyue Li, Xin Gao

arXiv preprint

2025

FermatSyn: SAM2-Enhanced Bidirectional Mamba with Isotropic Spiral Scanning for Multi-Modal Medical Image Synthesis

Feng Yuan, Yifan Gao, Haoyue Li, Xin Gao

arXiv preprint

2025

LRMR: LLM-Driven Relational Multi-node Ranking for Lymph Node Metastasis Assessment in Rectal Cancer

Yaoxian Dong, Yifan Gao, Haoyue Li, Yanfen Cui, Xin Gao

arXiv preprint

2025

Beyond Pixel Agreement: Large Language Models as Clinical Guardrails for Reliable Medical Image Segmentation

Jiaxi Sheng, Leyi Yu, Haoyue Li, Yifan Gao, Xin Gao

arXiv preprint

2025

WeGA: Weakly-Supervised Global-Local Affinity Learning Framework for Lymph Node Metastasis Prediction in Rectal Cancer

Yifan Gao, Yaoxian Dong, Wenbin Wu, Chaoyang Ge, Feng Yuan, Jiaxi Sheng, Haoyue Li, Xin Gao

arXiv preprint

2025

SafeClick: Error-Tolerant Interactive Segmentation of Any Medical Volumes via Hierarchical Expert Consensus

Yifan Gao, Jiaxi Sheng, Wenbin Wu, Haoyue Li, Yaoxian Dong, Chaoyang Ge, Feng Yuan, Xin Gao

arXiv preprint

2024

MBA-Net: SAM-driven Bidirectional Aggregation Network for Ovarian Tumor Segmentation

Yifan Gao, Wei Xia, Wenkui Wang, Xin Gao

arXiv preprint

2024

Leveraging Professional Radiologists' Expertise to Enhance LLMs' Evaluation for Radiology Reports

Qingqing Zhu, Xiuying Chen, Qiao Jin, Benjamin Hou, Tejas Sudharshan Mathai, Pritam Mukherjee, Xin Gao, Ronald M Summers, Zhiyong Lu

arXiv preprint

2023

Personalized and privacy-preserving federated heterogeneous medical image analysis with PPPML-HMI

Juexiao Zhou, Longxi Zhou, Di Wang, Xiaopeng Xu, Haoyang Li, Yuetan Chu, Wenkai Han, Xin Gao

arXiv preprint

DOI

2023

DeSAM: Decoupled Segment Anything Model for Generalizable Medical Image Segmentation

Yifan Gao, Wei Xia, Dingdu Hu, Wenkui Wang, Xin Gao

arXiv preprint

2023

SkinGPT-4: An Interactive Dermatology Diagnostic System with Visual Large Language Model

Juexiao Zhou, Xiaonan He, Liyuan Sun, Jiannan Xu, Xiuying Chen, Yuetan Chu, Longxi Zhou, Xingyu Liao, Bin Zhang, Xin Gao

arXiv preprint

2023

Efficient automatic segmentation for multi-level pulmonary arteries: The PARSE challenge

Gongning Luo, Kuanquan Wang, Jun Liu, Shuo Li, Xinjie Liang, Xiangyu Li, Shaowei Gan, Wei Wang, Suyu Dong, Wenyi Wang, Pengxin Yu, Enyou Liu, Hongrong Wei, Na Wang, Jia Guo, Huiqi Li, Zhao Zhang, Ziwei Zhao, Na Gao, Nan An, Ashkan Pakzad, Bojidar Rangelov, Jiaqi Dou, Song Tian, Zeyu Liu, Yi Wang, Ampatishan Sivalingam, Kumaradevan Punithakumar, Zhaowen Qiu, Xin Gao

arXiv preprint

2022

Prediction of Geometric Transformation on Cardiac MRI via Convolutional Neural Network

Xin Gao

arXiv preprint

高欣

精选作品

期刊论文

HorusEye: a self-supervised foundation model for generalizable X-ray tomography restoration

基于锥束CT的合成CT的软组织区域图像质量提升方法

Topology-Preserving Computed Tomography Super-Resolution Based on Dual-Stream Diffusion Model

一种基于CycleGAN改进的低剂量CT图像增强网络

一种基于先验图像的锥束CT金属伪影校正算法

应用投影收缩的压缩感知锥束CT短扫描重建

预印本

Camyla: Scaling Autonomous Research in Medical Image Segmentation

Developing Foundation Models for Universal Segmentation from 3D Whole-Body Positron Emission Tomography

MetaStructAtlas: A Grounded 3D Vision-Language Dataset and Benchmark for Functional and Structural Reasoning in Whole-Body PET/CT

Anatomy-Guided Residual Motion Diffusion for Controllable 4D Cardiac MRI Synthesis

Colon-Bench: An Agentic Workflow for Scalable Dense Lesion Annotation in Full-Procedure Colonoscopy Videos

Multi-View MRI Approach for Classification of MGMT Methylation in Glioblastoma Patients

PETWB-REP: A Multi-Cancer Whole-Body FDG PET/CT and Radiology Report Dataset for Medical Imaging Research

Med-K2N: Flexible K-to-N Modality Translation for Medical Image Synthesis

FermatSyn: SAM2-Enhanced Bidirectional Mamba with Isotropic Spiral Scanning for Multi-Modal Medical Image Synthesis

LRMR: LLM-Driven Relational Multi-node Ranking for Lymph Node Metastasis Assessment in Rectal Cancer

Beyond Pixel Agreement: Large Language Models as Clinical Guardrails for Reliable Medical Image Segmentation

WeGA: Weakly-Supervised Global-Local Affinity Learning Framework for Lymph Node Metastasis Prediction in Rectal Cancer

SafeClick: Error-Tolerant Interactive Segmentation of Any Medical Volumes via Hierarchical Expert Consensus

MBA-Net: SAM-driven Bidirectional Aggregation Network for Ovarian Tumor Segmentation

Leveraging Professional Radiologists' Expertise to Enhance LLMs' Evaluation for Radiology Reports

Personalized and privacy-preserving federated heterogeneous medical image analysis with PPPML-HMI

DeSAM: Decoupled Segment Anything Model for Generalizable Medical Image Segmentation

SkinGPT-4: An Interactive Dermatology Diagnostic System with Visual Large Language Model

Efficient automatic segmentation for multi-level pulmonary arteries: The PARSE challenge

Prediction of Geometric Transformation on Cardiac MRI via Convolutional Neural Network

研究方向