Xiaohua Qian

45 papers Journal 42Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Dual-Task Synergy-Driven Generalization Framework for Pancreatic Cancer Segmentation in CT Scans.
CoRR
Jun Li, Yijue Zhang, Haibo Shi, Minhong Li, Qiwei Li, Xiaohua Qian
2025 J jnl
A Dual-Task Synergy-Driven Generalization Framework for Pancreatic Cancer Segmentation in CT Scans.
IEEE Trans. Medical Imaging
Jun Li, Yijue Zhang, Haibo Shi, Minhong Li, Qiwei Li, Xiaohua Qian
2025 J jnl
A Spatial-Transformation-Based Causality-Enhanced Model for Glioblastoma Progression Diagnosis.
IEEE Trans. Artif. Intell.
Qiang Li, Xinyue Li, Hong Jiang, Xiaohua Qian
2025 J jnl
Automated motor-leg scoring in stroke via a stable graph causality debiasing model.
Medical Image Anal.
Rui Guo, Xinyue Li, Miaomiao Xu, Lian Gu, Xiaohua Qian
2025 J jnl
Diversified synthesis with causal-intervened separation for glioblastoma progression diagnosis.
Comput. Biol. Medicine
Qiang Li, Xinlu Tang, Hailiang Tang, Xiaohua Qian
2025 J jnl
Generalizable Pancreas Segmentation via a Dual Self-Supervised Learning Framework.
CoRR
Jun Li, Hongzhang Zhu, Tao Chen, Xiaohua Qian
2024 J jnl
A Causality-Aware Graph Convolutional Network Framework for Rigidity Assessment in Parkinsonians.
IEEE Trans. Medical Imaging
Xinlu Tang, Chencheng Zhang, Rui Guo, Xinling Yang, Xiaohua Qian
2024 J jnl
A Causality-Informed Graph Convolutional Network for Video Assessment of Parkinsonian Leg Agility.
IEEE Trans. Circuits Syst. Video Technol.
Rui Guo, Linbin Wang, Chencheng Zhang, Lian Gu, Dianyou Li, Xiaohua Qian
2024 J jnl
A Causality-Informed Graph Intervention Model for Pancreatic Cancer Early Diagnosis.
IEEE Trans. Artif. Intell.
Xinyue Li, Rui Guo, Hongzhang Zhu, Tao Chen, Xiaohua Qian
2024 J jnl
A Clinically Guided Graph Convolutional Network for Assessment of Parkinsonian Pronation-Supination Movements of Hands.
IEEE Trans. Circuits Syst. Video Technol.
Zheng Xie, Rui Guo, Chencheng Zhang, Xiaohua Qian
2024 J jnl
A Generalizable Causal-Invariance-Driven Segmentation Model for Peripancreatic Vessels.
IEEE Trans. Medical Imaging
Wenli Fu, Huijun Hu, Xinyue Li, Rui Guo, Tao Chen, Xiaohua Qian
2024 J jnl
A causal counterfactual graph neural network for arising-from-chair abnormality detection in parkinsonians.
Medical Image Anal.
Xinlu Tang, Rui Guo, Chencheng Zhang, Xiaohua Qian
2024 J jnl
A causality-inspired generalized model for automated pancreatic cancer diagnosis.
Medical Image Anal.
Jiaqi Qu, Xiang Xiao, Xunbin Wei, Xiaohua Qian
2024 J jnl
Causality-Enhanced Multiple Instance Learning With Graph Convolutional Networks for Parkinsonian Freezing-of-Gait Assessment.
IEEE Trans. Image Process.
Rui Guo, Zheng Xie, Chencheng Zhang, Xiaohua Qian
2024 — conf
Causality-Informed Fusion Network for Automated Assessment of Parkinsonian Body Bradykinesia.
MICCAI (6)
Yuyang Quan, Chencheng Zhang, Rui Guo, Xiaohua Qian
2024 — conf
Generalizable Lymph Node Metastasis Prediction in Pancreatic Cancer.
MLMI@MICCAI (1)
Jiaqi Qu, Xunbin Wei, Xiaohua Qian
2023 J jnl
A Causality-Driven Graph Convolutional Network for Postural Abnormality Diagnosis in Parkinsonians.
IEEE Trans. Medical Imaging
Xinlu Tang, Rui Guo, Chencheng Zhang, Xiahai Zhuang, Xiaohua Qian
2023 J jnl
A dual-transformation with contrastive learning framework for lymph node metastasis prediction in pancreatic cancer.
Medical Image Anal.
Xiahan Chen, Weishen Wang, Yu Jiang, Xiaohua Qian
2023 J jnl
Causality-Driven Graph Neural Network for Early Diagnosis of Pancreatic Cancer in Non-Contrast Computerized Tomography.
IEEE Trans. Medical Imaging
Xinyue Li, Rui Guo, Jing Lu, Tao Chen, Xiaohua Qian
2023 J jnl
Diagnosis of Glioblastoma Multiforme Progression via Interpretable Structure-Constrained Graph Neural Networks.
IEEE Trans. Medical Imaging
Xiaofan Song, Jun Li, Xiaohua Qian
2023 J jnl
Generalizable Pancreas Segmentation Modeling in CT Imaging via Meta-Learning and Latent-Space Feature Flow Generation.
IEEE J. Biomed. Health Informatics
Jun Li, Tao Chen, Xiaohua Qian
2023 J jnl
Generalizable Pancreas Segmentation via a Dual Self-Supervised Learning Framework.
IEEE J. Biomed. Health Informatics
Jun Li, Hongzhang Zhu, Tao Chen, Xiaohua Qian
2023 J jnl
Generalized pancreatic cancer diagnosis via multiple instance learning and anatomically-guided shape normalization.
Medical Image Anal.
Jiaqi Qu, Xunbin Wei, Xiaohua Qian
2023 J jnl
Group-shrinkage feature selection with a spatial network for mining DNA methylation data.
Comput. Biol. Medicine
Xinlu Tang, Zhanfeng Mo, Cheng Chang, Xiaohua Qian
2022 J jnl
A Contrastive Graph Convolutional Network for Toe-Tapping Assessment in Parkinson's Disease.
IEEE Trans. Circuits Syst. Video Technol.
Rui Guo, Jie Sun, Chencheng Zhang, Xiaohua Qian
2022 J jnl
A Self-Supervised Metric Learning Framework for the Arising-From-Chair Assessment of Parkinsonians With Graph Convolutional Networks.
IEEE Trans. Circuits Syst. Video Technol.
Rui Guo, Jie Sun, Chencheng Zhang, Xiaohua Qian
2022 J jnl
A dual meta-learning framework based on idle data for enhancing segmentation of pancreatic cancer.
Medical Image Anal.
Jun Li, Liang Qi, Qingzhong Chen, Yu-Dong Zhang, Xiaohua Qian
2022 J jnl
A tree-structure-guided graph convolutional network with contrastive learning for the assessment of parkinsonian hand movements.
Medical Image Anal.
Rui Guo, Hao Li, Chencheng Zhang, Xiaohua Qian
2022 J jnl
Model-Driven Deep Learning Method for Pancreatic Cancer Segmentation Based on Spiral-Transformation.
IEEE Trans. Medical Imaging
Xiahan Chen, Zihao Chen, Jun Li, Yu-Dong Zhang, Xiaozhu Lin, Xiaohua Qian
2022 J jnl
Multi-Scale Sparse Graph Convolutional Network For the Assessment of Parkinsonian Gait.
IEEE Trans. Multim.
Rui Guo, Xiangxin Shao, Chencheng Zhang, Xiaohua Qian
2022 J jnl
Pancreatic cancer segmentation in unregistered multi-parametric MRI with adversarial learning and multi-scale supervision.
Neurocomputing
Jun Li, Chaolu Feng, Qing Shen, Xiaozhu Lin, Xiaohua Qian
2022 J jnl
Utilizing GCN and Meta-Learning Strategy in Unsupervised Domain Adaptation for Pancreatic Cancer Segmentation.
IEEE J. Biomed. Health Informatics
Jun Li, Chaolu Feng, Xiaozhu Lin, Xiaohua Qian
2021 J jnl
Auto-Metric Graph Neural Network Based on a Meta-Learning Strategy for the Diagnosis of Alzheimer's Disease.
IEEE J. Biomed. Health Informatics
Xiaofan Song, Mingyi Mao, Xiaohua Qian
2021 J jnl
Automated assessment of Parkinsonian finger-tapping tests through a vision-based fine-grained classification model.
Neurocomputing
Hao Li, Xiangxin Shao, Chencheng Zhang, Xiaohua Qian
2021 J jnl
Combined Spiral Transformation and Model-Driven Multi-Modal Deep Learning Scheme for Automatic Prediction of TP53 Mutation in Pancreatic Cancer.
IEEE Trans. Medical Imaging
Xiahan Chen, Xiaozhu Lin, Qing Shen, Xiaohua Qian
2020 J jnl
Generating Stereoscopic Images With Convergence Control Ability From a Light Field Image Pair.
IEEE Trans. Circuits Syst. Video Technol.
Tao Yan, Yiming Mao, Jianming Wang, Wenxi Liu, Xiaohua Qian, Rynson W. H. Lau
2020 J jnl
Transparency-guided ensemble convolutional neural network for the stratification between pseudoprogression and true progression of glioblastoma multiform in MRI.
J. Vis. Commun. Image Represent.
Xiaoming Liu, Xiaobo Zhou, Xiaohua Qian
2019 J jnl
DC-Al GAN: Pseudoprogression and True Tumor Progression of Glioblastoma multiform Image Classification Based On DCGAN and Alexnet.
CoRR
Meiyu Li, Michael D. Chan, Xiaobo Zhou, Xiaohua Qian
2019 J jnl
Depth Estimation From a Light Field Image Pair With a Generative Model.
IEEE Access
Tao Yan, Fan Zhang, Yiming Mao, Hongbin Yu, Xiaohua Qian, Rynson W. H. Lau
2019 J jnl
Pancreas Segmentation via Spatial Context based U-net and Bidirectional LSTM.
CoRR
Hao Li, Jun Li, Xiaozhu Lin, Xiaohua Qian
2019 J jnl
Probability Map Guided Bi-directional Recurrent UNet for Pancreas Segmentation.
CoRR
Jun Li, Xiaozhu Lin, Hui Che, Hao Li, Xiaohua Qian
2018 J jnl
Cascaded Hidden Space Feature Mapping, Fuzzy Clustering, and Nonlinear Switching Regression on Large Datasets.
IEEE Trans. Fuzzy Syst.
Jun Wang, Huan Liu, Xiaohua Qian, Yizhang Jiang, Zhaohong Deng, Shitong Wang
2017 J jnl
Automatic segmentation of liver tumors from multiphase contrast-enhanced CT images based on FCNs.
Artif. Intell. Medicine
Chang-Jian Sun, Shuxu Guo, Huimao Zhang, Jing Li, Meimei Chen, Shuzhi Ma, Lanyi Jin, Xiaoming Liu, Xueyan Li, Xiaohua Qian
2016 J jnl
Pseudo progression identification of glioblastoma with dictionary learning.
Comput. Biol. Medicine
Jian Zhang, Hengyong Yu, Xiaohua Qian, Keqin Liu, Hua Tan, Tielin Yang, Maode Wang, King Chuen Li, Michael D. Chan, Waldemar Debinski, Anna Paulsson, Ge Wang, Xiaobo Zhou
2013 — conf
Automated segmentation of brain ventricles in unenhanced CT of patients with ischemic stroke.
Computer-Aided Diagnosis
Xiaohua Qian, Jiahui Wang, Qiang Li