Ran Gu - Publications, H-index & Citations

Ran Gu

national institutes of health

16H指数

59论文数

682被引数

收录论文 17

发表时间

Toward Multimodal Conversational AI for Age-Related Macular Degeneration 面向老年性黄斑变性的多模态对话人工智能

Ophthalmology Retina

IF5.7

2026-08-18

OAAI

Ran Gu; Benjamin Hou; Mélanie Hébert; Asmita Indurkar; Yifan Yang; Emily Y. Chew; Tiarnán D.L. Keenan; Zhiyong Lu

Development and validation of a clinical-bimodal nomogram to predict the malignancy of pathologic nipple discharge 临床双模态列线图的开发与验证：用于预测病理乳头溢液的恶性程度

QUANTITATIVE IMAGING IN MEDICINE AND SURGERY

IF2.3

2025-10-01

PREAI

Mei, Jingsi; Hu, Yue; Wang, Hon; Gu, Ran; Liu, Fenao; Jiang, Xiaofan; Guo, Xinrui; Zhu, Yingying; Gong, Chang

Driving effects of U.S. monetary policy and geopolitical risks on gold reserve share 美国货币政策与地缘政治风险对黄金储备份额的驱动效应

International Review of Financial Analysis

IF9.8

2025-06-04

PREAI

Ziheng Liu; Jiahui Zhang; Ran Gu; Qizheng Hu; Shouchao He

Damage identification for UAV composite propeller blades based on transmissibility probabilistic distance and attention bidirectional temporal convolutional network

MEASUREMENT

IF5.6

2025-02-01

PREAI

Gu, Ran; Zhang, Shufeng; Zhu, Jialing; Shu, Xinhao; Zhu, Haibin; Li, Yue

Deep learning combining mammography and ultrasound images to predict the malignancy of BI-RADS US 4A lesions in women with dense breasts: a diagnostic study

INTERNATIONAL JOURNAL OF SURGERY

IF10.1

2024-02-12

OAAI

Yang, Yaping; Zhong, Ying; Li, Junwei; Feng, Jiahao; Gong, Chang; Yu, Yunfang; Hu, Yue; Gu, Ran; Wang, Hongli; Liu, Fengtao; Mei, Jingsi; Jiang, Xiaofang; Wang, Jin; Yao, Qinyue; Wu, Wei; Liu, Qiang; Yao, Herui

One-Shot Weakly-Supervised Segmentation in 3D Medical Images 三维医学图像的一次弱监督分割

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2024-01-01

PREAI

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

UPL-SFDA: Uncertainty-Aware Pseudo Label Guided Source-Free Domain Adaptation for Medical Image Segmentation Upl-sfda: 用于医学图像分割的不确定性感知伪标签引导的无源域自适应

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2023-12-01

OAAI

Wu, Jianghao; Wang, Guotai; Gu, Ran; Lu, Tao; Chen, Yinan; Zhu, Wentao; Vercauteren, Tom; Ourselin, Sebastien; Zhang, Shaoting

CDDSA: Contrastive domain disentanglement and style augmentation for generalizable medical image segmentation CDDSA: 用于广义医学图像分割的对比域解纠缠和样式增强

MEDICAL IMAGE ANALYSIS

IF11.8

2023-10-01

OAAI

Gu, Ran; Wang, Guotai; Lu, Jiangshan; Zhang, Jingyang; Lei, Wenhui; Chen, Yinan; Liao, Wenjun; Zhang, Shichuan; Li, Kang; Metaxas, Dimitris N.; Zhang, Shaoting

S3R: Shape and Semantics-Based Selective Regularization for Explainable Continual Segmentation Across Multiple Sites

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2023-09-01

PREAI

Zhang, Jingyang; Gu, Ran; Xue, Peng; Liu, Mianxin; Zheng, Hao; Zheng, Yefeng; Ma, Lei; Wang, Guotai; Gu, Lixu

PyMIC: A deep learning toolkit for annotation-efficient medical image segmentation PyMIC: 用于注释高效医学图像分割的深度学习工具包

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

IF4.8

2023-04-01

OAAI

Wang, Guotai; Luo, Xiangde; Gu, Ran; Yang, Shuojue; Qu, Yijie; Zhai, Shuwei; Zhao, Qianfei; Li, Kang; Zhang, Shaoting

Contrastive Semi-Supervised Learning for Domain Adaptive Segmentation Across Similar Anatomical Structures 对比半监督学习在相似解剖结构域自适应分割中的应用

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2023-01-01

OAAI

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

Automatic segmentation of organs-at-risk from head-and-neck CT using separable convolutional neural network with hard-region-weighted loss

NEUROCOMPUTING

IF6.5

2021-06-01

OAAI

Lei, Wenhui; Mei, Haochen; Sun, Zhengwentai; Ye, Shan; Gu, Ran; Wang, Huan; Huang, Rui; Zhang, Shichuan; Zhang, Shaoting; Wang, Guotai

Automatic segmentation of gross target volume of nasopharynx cancer using ensemble of multiscale deep neural networks with spatial attention

NEUROCOMPUTING

IF6.5

2021-05-01

OAAI

Mei, Haochen; Lei, Wenhui; Gu, Ran; Ye, Shan; Sun, Zhengwentai; Zhang, Shichuan; Wang, Guotai

CA-Net: Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image Segmentation Ca-net: 用于可解释医学图像分割的综合注意力卷积神经网络

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2021-02-01

424

OAAI

Gu, Ran; Wang, Guotai; Song, Tao; Huang, Rui; Aertsen, Michael; Deprest, Jan; Ourselin, Sebastien; Vercauteren, Tom; Zhang, Shaoting

Does establishing a preoperative nomogram including ultrasonographic findings help predict the likelihood of malignancy in patients with microcalcifications?

CANCER IMAGING

IF3.5

2019-07-03

OAAI

Wang, Hongli; Lai, Jianguo; Li, Jiao; Gu, Ran; Liu, Fengtao; Hu, Yue; Mei, Jingsi; Jiang, Xiaofang; Shen, Shiyu; Yu, Fengyan; Su, Fengxi

Prognostic significance of Ki67 in Chinese women diagnosed with ER+/HER2- breast cancers by the 2015 St. Gallen consensus classification

BMC CANCER

IF3.4

2017-01-06

OAAI

Hu, Yue; Gu, Ran; Zhao, Jinghua; Yang, Yaping; Liu, Fengtao; Jin, Liang; Chen, Kai; Jia, Haixia; Wang, Hongli; Liu, Qiang; Su, Fengxi; Jia, Weijuan

A comparison of survival outcomes and side effects of toremifene or tamoxifen therapy in premenopausal estrogen and progesterone receptor positive breast cancer patients: a retrospective cohort study

BMC CANCER

IF3.4

2012-05-01

OAAI

Gu, Ran; Jia, Weijuan; Zeng, Yunjie; Rao, Nanyan; Hu, Yue; Li, Shunrong; Wu, Jiannan; Jin, Liang; Chen, Lijuan; Long, Meijun; Chen, Kai; Chen, Lili; Xiao, Qiaozhen; Wu, Mei; Song, Erwei; Su, Fengxi

研究方向