Linhao Qu - Publications, H-index & Citations

Linhao Qu

Shanghai Medical College

15H指数

77论文数

794被引数

收录论文 23

发表时间

Interpretable multimodal PET/CT-EHR fusion via mixture-of-experts for prognostic stratification in mantle cell lymphoma: a multicenter study 基于专家混合模型的可解释多模态PET/CT-EHR融合在套细胞淋巴瘤预后分层中的应用：一项多中心研究

BMC Medicine

IF8.3

2026-04-16

OAAI

Chong Jiang; Zitong Zhang; Zekun Jiang; Chongyang Ding; Yue Teng; Limin Gao; Ming Jiang; Linhao Qu; Rong Tian

HUR-MACL: High-uncertainty region-guided multi-architecture collaborative learning for head and neck multi-organ segmentation HUR-MACL：基于高不确定性区域引导的多架构协同学习用于头颈多器官分割

Biomedical Signal Processing and Control

IF4.9

2026-03-27

PREAI

Xiaoyu Liu; Siwen Wei; Linhao Qu; Mingyuan Pan; Chengsheng Zhang; Yonghong Shi; Zhijian Song

ME-Mamba: Multi-Expert Mamba with efficient knowledge capture and fusion for multimodal survival analysis ME-Mamba：用于多模态生存分析的具有高效知识捕获与融合的多专家Mamba模型

Computerized Medical Imaging and Graphics

IF4.9

2026-02-23

PREAI

Chengsheng Zhang; Linhao Qu; Xiaoyu Liu; Zhijian Song

Foundation Model-Enabled Multimodal Deep Learning for Prognostic Prediction in Colorectal Cancer with Incomplete Modalities: A Multi-Institutional Retrospective Study 基础模型支持的多模态深度学习用于不完全模态结直肠癌的预后预测: 一项多机构回顾性研究

Advanced Science

IF14.1

2026-01-20

OAAI

Linhao Qu; Chengsheng Zhang; Yingyong Hou; Feng Tang; Weiqi Sheng; Dan Huang; Zhijian Song

Enhancing zero-shot brain tumor subtype classification via fine-grained patch-text alignment 通过细粒度补丁文本对齐增强零样本脑肿瘤亚型分类

Expert Systems with Applications

IF7.5

2025-10-27

PREAI

Lubin Gan; Jing Zhang; Linhao Qu; Yijun Wang; Siying Wu; Xiaoyan Sun

CoroPCRNet: Integrative prediction of hemodynamically significant coronary stenosis by fusing point cloud network and radiomics feature CoroPCRNet: 融合点云网络和影像组学特征对具有血流动力学意义的冠状动脉狭窄的综合预测

JOURNAL OF BIOMECHANICS

IF2.4

2025-10-01

PREAI

Xie, Ziyue; He, Wei; Liu, Xiaoyu; Qu, Linhao; Yuan, Mingzhi; Qiao, Guanyu; Guo, Weifeng; Shi, Yonghong

Deep Mutual Learning Among Partially Labeled Datasets for Multi-Organ Segmentation 部分标注数据集间的深度互学习在多器官分割中的应用

IEEE Transactions on Medical Imaging

IF9.8

2025-09-26

PREAI

Xiaoyu Liu; Linhao Qu; Ziyue Xie; Yonghong Shi; Zhijian Song

FANCL: Feature-guided attention network with curriculum learning for brain metastases segmentation FANCL: 基于特征引导的注意力网络，结合课程学习进行脑转移瘤分割

Neurocomputing

IF6.5

2025-08-25

OAAI

Zijiang Liu; Xiaoyu Liu; Linhao Qu; Yonghong Shi

Foundation model-driven multimodal prognostic prediction in patients undergoing primary surgery for high-grade serous ovarian cancer 基于基础模型驱动的多模态预后预测在行初次手术的高级别浆液性卵巢癌患者中的应用

NPJ PRECISION ONCOLOGY

IF8

2025-04-20

OAAI

Bi, Qiu; Ai, Conghui; Qu, Linhao; Meng, Qingyin; Wang, Qinqing; Yang, Jing; Zhou, Ao; Shi, Wenwei; Lei, Ying; Wu, Yunzhu; Liu, Yang; Li, Haiming; Qiang, Jinwei

Robust and interpretable deep learning system for prognostic stratification of extranodal natural killer/T-cell lymphoma 用于结外自然杀伤/T细胞淋巴瘤预后分层的强大且可解释的深度学习系统

European Journal of Nuclear Medicine and Molecular Imaging

IF7.6

2024-12-23

PREAI

Jiang, Chong; Jiang, Zekun; Zhang, Xinyu; Qu, Linhao; Fu, Kexue; Teng, Yue; Lai, Ruihe; Guo, Rui; Ding, Chongyang; Li, Kang; Tian, Rong

Rethinking deep active learning for medical image segmentation: A diffusion and angle-based framework

BIOMEDICAL SIGNAL PROCESSING AND CONTROL

IF4.9

2024-10-01

PREAI

Qu, Linhao; Jin, Qiuye; Fu, Kexue; Wang, Manning; Song, Zhijian

Preoperative Molecular Subtype Classification Prediction of Ovarian Cancer Based on Multi-Parametric Magnetic Resonance Imaging Multi-Sequence Feature Fusion Network

BIOENGINEERING-BASEL

IF3.7

2024-05-09

OAAI

Du, Yijiang; Wang, Tingting; Qu, Linhao; Li, Haiming; Guo, Qinhao; Wang, Haoran; Liu, Xinyuan; Wu, Xiaohua; Song, Zhijian

MAMILNet: advancing precision oncology with multi-scale attentional multi-instance learning for whole slide image analysis MAMILNet: 通过多尺度注意力多示例学习进行全切片图像分析来推进精确肿瘤学

FRONTIERS IN ONCOLOGY

IF3.3

2024-04-30

OAAI

Wang, Qinqing; Bi, Qiu; Qu, Linhao; Deng, Yuchen; Wang, Xianhong; Zheng, Yijun; Li, Chenrong; Meng, Qingyin; Miao, Kun

POS-BERT: Point cloud one-stage BERT pre-training POS-BERT: 点云单阶段BERT预训练

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2024-04-01

OAAI

Fu, Kexue; Gao, Peng; Liu, Shaolei; Qu, Linhao; Gao, Longxiang; Wang, Manning

Negative Instance Guided Self-Distillation Framework for Whole Slide Image Analysis

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS

IF6.8

2024-02-01

PREAI

Luo, Xiaoyuan; Qu, Linhao; Guo, Qinhao; Song, Zhijian; Wang, Manning

Trans2Fuse: Empowering image fusion through self-supervised learning and multi-modal transformations via transformer networks Trans2Fuse: 通过自监督学习和通过变压器网络的多模态变换来增强图像融合

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2024-02-01

PREAI

Qu, Linhao; Liu, Shaolei; Wang, Manning; Li, Shiman; Yin, Siqi; Song, Zhijian

A Structure-Aware Framework of Unsupervised Cross-Modality Domain Adaptation via Frequency and Spatial Knowledge Distillation

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2023-12-01

PREAI

Liu, Shaolei; Yin, Siqi; Qu, Linhao; Wang, Manning; Song, Zhijian

Predicting Lymph Node Metastasis From Primary Cervical Squamous Cell Carcinoma Based on Deep Learning in Histopathologic Images 基于组织病理学图像深度学习的原发性宫颈鳞癌淋巴结转移预测

MODERN PATHOLOGY

IF5.5

2023-12-01

PREAI

Guo, Qinhao; Qu, Linhao; Zhu, Jun; Li, Haiming; Wu, Yong; Wang, Simin; Yu, Min; Wu, Jiangchun; Wen, Hao; Ju, Xingzhu; Wang, Xin; Bi, Rui; Shi, Yonghong; Wu, Xiaohua

AIM-MEF: Multi-exposure image fusion based on adaptive information mining in both spatial and frequency domains Aim-mef: 基于空域和频域自适应信息挖掘的多曝光图像融合

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2023-08-01

PREAI

Qu, Linhao; Yin, Siqi; Liu, Shaolei; Liu, Xiaoyu; Wang, Manning; Song, Zhijian

Label correlation transformer for automated chest X-ray diagnosis with reliable interpretability 用于具有可靠可解释性的自动胸部x射线诊断的标签相关转换器

RADIOLOGIA MEDICA

IF4.8

2023-05-26

PREAI

Sun, Zexuan; Qu, Linhao; Luo, Jiazheng; Song, Zhijian; Wang, Manning

研究方向