JL
Jiang Liu
cs.CVeess.IVAlgorithmsImage Processing, Computer-AssistedTomography, Optical CoherenceDeep LearningFundus OculiImage Interpretation, Computer-AssistedNeural Networks, ComputerDeep learning
On Valency
published · living versionsW_2c8j8q89·v1 · currentpublished
Learning a Motion Manifold to Constrain Ambiguity in Unsupervised 4D Medical Image Interpolation
with Haojin Li, Huazhu Fu, Heng Li
1 version
Preprints & journals
377 papers in the corpus · 2002–2026Style-Prior Enhanced-and-Selective Mamba with Class-Oriented Contrastive Learning for Posterior Subcapsular Cataract Grading.42867983 · Xiao, Zunjie, Liu, Tianhang, Wu, Xiao et al.2026 · 0 citationsIEEE transactions on medical imaging. 2026;PP
Polar Subarea-Aware Fusion Net for Posterior Eyeball Shape Reconstruction.41379888 · Zhang, Jiaqi, Wu, Xiuzhe, Liu, Jiahui et al.2026 · 1 citationIEEE transactions on medical imaging. 2026;45(9):4637-4648
Exploring the Connection between Uncertainty and Tissue Boundaries in Medical Image Segmentation.42560920 · Zeng, Na, Lin, Qiao, Wang, Xingyue et al.2026 · 0 citationsIEEE transactions on medical imaging. 2026;PP
Expert-Like Reparameterization of Heterogeneous Pyramid Receptive Fields in Efficient CNNs for Fair Medical Image Classification.41359739 · Wu, Xiao, Zhang, Xiaoqing, Xiao, Zunjie et al.2026 · 0 citationsIEEE transactions on medical imaging. 2026;45(5):1888-1904
Online Bayesian Approximation Based Uncertainty Aware Model for Ophthalmic Image Segmentation.40742832 · Zhang, Yinglin, Higashita, Risa, Zeng, Lingxi et al.2026 · 2 citationsIEEE journal of biomedical and health informatics. 2026;30(3):2368-2380
Multi-Granularity Topological Reasoning for Anatomically Consistent Vasculature Parsing.42024936 · Mou, Lei, Liu, Yonghuai, Xu, Zhuoting et al.2026 · 2 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2026;35:4523-4535
GlanceSeg: Real-Time Microaneurysm Lesion Segmentation With Gaze-Map-Guided Foundation Model for Early Detection of Diabetic Retinopathy.38483801 · Jiang, Hongyang, Gao, Mengdi, Liu, Zirong et al.2025 · 24 citationsIEEE journal of biomedical and health informatics. 2025;29(12):8940-8953
Instella: Fully Open Language Models with Stellar Performance2511.10628v2 · Jiang Liu, Jialian Wu, Xiaodong Yu et al.2025 · 0 citationsarXiv
Construction and validation of a risk prediction model for secondary acute kidney injury in patients with acute upper gastrointestinal bleeding.41190752 · Liu, Jiang, Tang, Donglin, Zhang, Qin et al.2025 · 0 citationsActa clinica Belgica. 2025;80(6):193-207
Advancements in consolidative thoracic radiotherapy following first-line immunotherapy in conjunction with chemotherapy for extensive-stage small cell lung cancer.41256848 · Liu, Jiang, Liu, Jianhua, Chen, Dadong et al.2025 · 2 citationsFrontiers in immunology. 2025;16:1665072
Med-SCoT: Structured chain-of-thought reasoning and evaluation for enhancing interpretability in medical visual question answering.41202542 · Qiao, Jinhao, Li, Sihan, Liu, Jiang et al.2025 · 2 citationsComputerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society. 2025;126:102659
Cross-Modal Scene Semantic Alignment for Image Complexity Assessment2510.18377v1 · Yuqing Luo, Yixiao Li, Jiang Liu et al.2025 · 0 citationsarXiv
XModBench: Benchmarking Cross-Modal Capabilities and Consistency in Omni-Language Models2510.15148v2 · Xingrui Wang, Jiang Liu, Chao Huang et al.2025 · 1 citationPublished as a conference paper at ICLR 2026
Long-term stabilized iris tracking with unsupervised constraints on dynamic AS-OCT.40992040 · Hu, Lingxi, Wu, Xiao, Higashita, Risa et al.2025 · 0 citationsMedical image analysis. 2026;107(Pt A):103787
Efficacy and safety of low-temperature plasma radiofrequency ablation combined with ozone injection versus triple therapy including collagenase for cervical disc herniation: a randomized controlled trial.40903674 · Yang, Ying, Gao, Zhenguo, Zhang, Yulin et al.2026 · 1 citationEuropean spine journal : official publication of the European Spine Society, the European Spinal Deformity Society, and the European Section of the Cervical Spine Research Society. 2026;35(4):1657-1665
Adaptive Confidence-Wise Loss for Improved Lens Structure Segmentation in AS-OCT2508.08705v1 · Zunjie Xiao, Xiao Wu, Tianhang Liu et al.2025 · 0 citationsarXiv
Instella-T2I: Pushing the Limits of 1D Discrete Latent Space Image Generation2506.21022v1 · Ze Wang, Hao Chen, Benran Hu et al.2025 · 0 citationsarXiv
Prior Anatomical Knowledge-guided GAN for ICL surgery postoperative prediction based on AS-OCT image.40578120 · Zhang, Yinglin, Xi, Ruiling, Higashita, Risa et al.2025 · 6 citationsMedical image analysis. 2025;105:103689
Effects of mindfulness meditation combined with progressive muscle relaxation on sleep disorders, anxiety, and depression in patients with sarcopenia undergoing hemodialysis.40585548 · Wu, Yongyao, Zhang, Haojie, Jiang, Lei et al.2025 · 8 citationsFrontiers in psychiatry. 2025;16:1542028
The EZH2 selective inhibitor ZLD1039 attenuates UUO-induced renal fibrosis by suppressing YAP activation.40478495 · Xia, Qingling, Xu, Fujiang, Zhang, Lidan et al.2025 · 7 citationsMolecular biomedicine. 2025;6(1):36
Unleashing Hour-Scale Video Training for Long Video-Language Understanding2506.05332v2 · Jingyang Lin, Jialian Wu, Ximeng Sun et al.2025 · 3 citationsarXiv
Multi-View Test-Time Adaptation for Semantic Segmentation in Clinical Cataract Surgery.40030926 · Li, Heng, Ou, Mingyang, Li, Haojin et al.2025 · 15 citationsIEEE transactions on medical imaging. 2025;44(5):2307-2318
Structural uncertainty estimation for medical image segmentation.40311302 · Yang, Bing, Zhang, Xiaoqing, Zhang, Huihong et al.2025 · 14 citationsMedical image analysis. 2025;103:103602
KeyVID: Keyframe-Aware Video Diffusion for Audio-Synchronized Visual Animation2504.09656v2 · Xingrui Wang, Jiang Liu, Ze Wang et al.2025 · 0 citationsarXiv
Retinal OCT image segmentation with deep learning: A review of advances, datasets, and evaluation metrics.40203494 · Zhang, Huihong, Yang, Bing, Li, Sanqian et al.2025 · 28 citationsComputerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society. 2025;123:102539
Pyramid Pixel Context Adaption Network for Medical Image Classification With Supervised Contrastive Learning.38829749 · Zhang, Xiaoqing, Xiao, Zunjie, Wu, Xiao et al.2025 · 42 citationsIEEE transactions on neural networks and learning systems. 2025;36(4):6802-6815
Assessment of iris pigment epithelium depolarization and associated factors using polarization-sensitive anterior segment optical coherence tomography.40131585 · Li, Xiaoling, Higashita, Risa, Hu, Lingxi et al.2025 · 2 citationsInternational ophthalmology. 2025;45(1):122
Randomness-Restricted Diffusion Model for Ocular Surface Structure Segmentation.39527437 · Guo, Xinyu, Wen, Han, Hao, Huaying et al.2025 · 7 citationsIEEE transactions on medical imaging. 2025;44(3):1359-1372
Hierarchical Context Transformer for Multi-level Semantic Scene Understanding2502.15184v1 · Luoying Hao, Yan Hu, Yang Yue et al.2025 · 13 citationsarXiv
Self-Taught Agentic Long Context Understanding2502.15920v2 · Yufan Zhuang, Xiaodong Yu, Jialian Wu et al.2025 · 1 citationarXiv
A novel endoscopic posterior cervical decompression and interbody fusion technique: Feasibility and biomechanical analysis.39983346 · Yang, Guangnan, Ding, Yiwei, Liu, Jiang et al.2025 · 2 citationsComputer methods and programs in biomedicine. 2025;262:108676
DeepServe: Serverless Large Language Model Serving at Scale2501.14417v3 · Junhao Hu, Jiang Xu, Zhixia Liu et al.2025 · 0 citationsarXiv
Explainable machine learning framework for cataracts recognition using visual features.39821539 · Wu, Xiao, Hu, Lingxi, Xiao, Zunjie et al.2025 · 9 citationsVisual computing for industry, biomedicine, and art. 2025;8(1):3
COph100: A comprehensive fundus image registration dataset from infants constituting the "RIDIRP" database.39824846 · Hu, Yan, Gong, Mingdao, Qiu, Zhongxi et al.2025 · 2 citationsScientific data. 2025;12(1):99
Score Prior Guided Iterative Solver for Speckles Removal in Optical Coherent Tomography Images.39437277 · Li, Sanqian, Higashita, Risa, Fu, Huazhu et al.2025 · 5 citationsIEEE journal of biomedical and health informatics. 2025;29(1):248-258
VSR-Net: Vessel-Like Structure Rehabilitation Network With Graph Clustering.40031729 · Ye, Haili, Zhang, Xiaoqing, Hu, Yan et al.2025 · 19 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2025;34:1090-1105
Adaptive Dual-Axis Style-Based Recalibration Network With Class-Wise Statistics Loss for Imbalanced Medical Image Classification.40153278 · Zhang, Xiaoqing, Xiao, Zunjie, Ma, Jingzhe et al.2025 · 31 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2025;34:2081-2096
Topical application of Glauber's salt accelerates the absorption of abdominal fluid after pancreatectomy.39709411 · Li, Jialin, Hua, Jie, Ruan, Haiyan et al.2024 · 3 citationsBMC surgery. 2024;24(1):398
Structure and Intensity Unbiased Translation for 2D Medical Image Segmentation.39074009 · Zhang, Tianyang, Zheng, Shaoming, Cheng, Jun et al.2024 · 11 citationsIEEE transactions on pattern analysis and machine intelligence. 2024;46(12):10060-10075
Establishing a Risk Model for Diabetic Nephropathy and Addressing the Therapeutic Effect of Combined Epalrestat- Dapagliflozin Regimen.39423107 · Liu, Yonghua, Duan, Peng, Yang, Zhi et al.2024 · 0 citationsIranian journal of kidney diseases. 2024;18(5):286-293
White matter microstructure damage measured by automated fiber quantification correlates with pain symptoms in lung cancer patients.39356440 · Ran, Li, Liu, Jiang, Lan, Xiaosong et al.2024 · 4 citationsBrain imaging and behavior. 2024;18(6):1524-1535
Factors associated with the distribution of brain metastases in lung cancer: a retrospective study.39352614 · Hu, Yixin, Lei, Weiwei, Xin, Enhui et al.2024 · 0 citationsClinical & experimental metastasis. 2024;41(6):959-969
AlignLLaVA: Cascaded Human and Large Language Model Preference Alignment for Multi-modal Instruction Curation2409.18541v2 · Hongzhe Huang, Jiang Liu, Zhewen Yu et al.2024 · 0 citationsarXiv
Medical image registration and its application in retinal images: a review.39167337 · Nie, Qiushi, Zhang, Xiaoqing, Hu, Yan et al.2026 · 19 citationsVisual computing for industry, biomedicine, and art. 2024;7(1):21
Wavelet-based selection-and-recalibration network for Parkinson's disease screening in OCT images.39154408 · Huang, Jingqi, Zhang, Xiaoqing, Jin, Richu et al.2024 · 13 citationsComputer methods and programs in biomedicine. 2024;256:108368
Instrument-Tissue Interaction Detection Framework for Surgical Video Understanding.38530715 · Lin, Wenjun, Hu, Yan, Fu, Huazhu et al.2024 · 11 citationsIEEE transactions on medical imaging. 2024;43(8):2803-2813
Analysis of Risk Factors of Sarcopenia in Patients with Maintenance Hemodialysis and Its Correlation with Emotional Status and Quality of Life.39104383 · Wu, Yong-Yao, Li, Jun-Yuan, Xia, Qiao-Jing et al.2024 · 10 citationsJournal of multidisciplinary healthcare. 2024;17:3743-3751
Evaluation of fragility fracture risk using deep learning based on ultrasound radio frequency signal.38982023 · Luo, Wenqiang, Wu, Jionglin, Chen, Zhiwei et al.2024 · 6 citationsEndocrine. 2024;86(2):800-812
Classification, detection, and segmentation performance of image-based AI in intracranial aneurysm: a systematic review.38956538 · Zhou, Zhiyue, Jin, Yuxuan, Ye, Haili et al.2024 · 38 citationsBMC medical imaging. 2024;24(1):164
Association of Retinal Biomarkers With the Subtypes of Ischemic Stroke and an Automated Classification Model.39083310 · Xiong, Zhouwei, Kwapong, William R, Liu, Shouyue et al.2024 · 17 citationsInvestigative ophthalmology & visual science. 2024;65(8):50
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