XL
Xiaofeng Liu
cs.CVcs.LGeess.IVcs.AIcs.MMphysics.med-phDeep Learningeess.SPMagnetic Resonance Imagingcs.SD
On Valency
published · living versionsW_qxaxzeh2·v1 · currentpublished
Basin2Vec: Learning Basin-Centric Embeddings for Scalable Hydrological Modeling
with Muhammad Talha, Yuan Yang, Pang-Ning Tan, A. Pouyan Nejadhashemi
1 version
Preprints & journals
140 papers in the corpus · 2000–2026Variance Extrapolated Class-Imbalance-Aware Domain Adaptive Myocardial Segmentation in Multi-Sequence Cardiac MRI.41474995 · Xing, Fangxu, Liu, Xiaofeng, Aganj, Iman et al.2026 · 0 citationsIEEE journal of biomedical and health informatics. 2026;30(8):6854-6863
Collaborative instance-level and bag-level multiple instance learning with label disambiguation for whole slide image analysis.42470794 · Zhao, Yu, Wang, Jun, Wang, Chao et al.2026 · 0 citationsMedical image analysis. 2026;113:104192
Scan-wise generalized PET denoising with contrastive adversarial learning.42173146 · Liu, Xiaofeng, Marin, Thibault, Vafay Eslahi, Samira et al.2026 · 0 citationsPhysics in medicine and biology. 2026;71(10)
Three-Dimensional MRI Reconstruction With 3D Gaussian Representations: Tackling the Undersampling Problem.41364570 · Peng, Tengya, Zha, Ruyi, Li, Zhen et al.2026 · 3 citationsIEEE transactions on medical imaging. 2026;45(5):1905-1917
Individualized Treatment Effect Inference of Head and Neck Cancer with Multimodal Data.42125301 · Wei, Yawen, Li, Zhen, Woo, Jonghye et al.2026 · 0 citationsAPSIPA Transactions on Signal and Information Processing. 2026;15(2):3-20
A speech-to-video synthesis approach using spatio-temporal diffusion for vocal tract MRI.41921260 · Pérez-Toro, Paula Andrea, Arias-Vergara, Tomás, Xing, Fangxu et al.2026 · 0 citationsMedical image analysis. 2026;111:104053
The Lyman-alpha Emission in Solar Flares. II. A Statistical Study on Its Relationship with the White-light plus Soft X-ray Emission2603.23313v1 · De-Chao Song, Ying Li, Qiao Li et al.2026 · 0 citationsarXiv
UNSUPERVISED ADAPTATION FROM FDG TO PSMA PET/CT FOR 3D LESION DETECTION UNDER LABEL SHIFT.41890615 · Liu, Xiaofeng, Xia, Menghua, Chemli, Yanis et al.2026 · 0 citationsArXiv. 2026
Multimodal MRI Report Findings Supervised Brain Lesion Segmentation with Substructures2602.20994v1 · Yubin Ge, Yongsong Huang, Xiaofeng Liu2026 · 0 citationsarXiv
U-Harmony: Enhancing Joint Training for Segmentation Models with Universal Harmonization2601.14605v1 · Weiwei Ma, Xiaobing Yu, Peijie Qiu et al.2026 · 0 citationsarXiv
UNSUPERVISED ADAPTATION FROM FDG TO PSMA PET/CT FOR 3D LESION DETECTION UNDER LABEL SHIFT.42889899 · Liu, Xiaofeng, Xia, Menghua, Chemli, Yanis et al.2026 · 0 citationsProceedings. IEEE International Symposium on Biomedical Imaging. 2026;2026
Bayesian Posterior Distribution Estimation of Kinetic Parameters in Dynamic Brain PET Using Generative Deep Learning Models.40663684 · Djebra, Yanis, Liu, Xiaofeng, Marin, Thibault et al.2025 · 1 citationIEEE transactions on medical imaging. 2025;44(12):5089-5102
Comparative analysis of scaffold-free tissue-engineered cartilage derived from different seed cells: in vitro and in vivo studies.41305939 · Xue, Mengxin, Zheng, Kaiwen, Chen, Jiewei et al.2025 · 1 citationStem cells translational medicine. 2025;14(12)
Mitochondria relay cholesterol signal exacerbates osteoarthritis in mice.41257852 · Ma, Yiyang, Pang, Yidan, Liu, Chenglong et al.2025 · 13 citationsNature communications. 2025;16(1):10123
UniMRSeg: Unified Modality-Relax Segmentation via Hierarchical Self-Supervised Compensation2509.16170v1 · Xiaoqi Zhao, Youwei Pang, Chenyang Yu et al.2025 · 3 citationsarXiv
On improving the accuracy of prediction in Cox models for failure times using copulas.40970868 · Liu, Xiaofeng, Sheikhi, Ayyub2026 · 0 citationsJournal of biopharmaceutical statistics. 2026;36(6):1560-1573
An Interpretable Artificial Intelligence System for Crohn's Disease Ulcer Identification and Grading on Double-Balloon Enteroscopy Images.40605587 · Liu, Qiuyuan, Xie, Wanqing, Wang, Aodi et al.2025 · 2 citationsUnited European gastroenterology journal. 2025;13(8):1513-1524
Artificial intelligence-assisted detection of nasopharyngeal carcinoma on endoscopic images: a national, multicentre, model development and validation study.40544083 · Shi, Yuxuan, Li, Zhen, Wang, Li et al.2025 · 13 citationsThe Lancet. Digital health. 2025;7(6):100869
FM-LoRA: Factorized Low-Rank Meta-Prompting for Continual Learning.41058985 · Yu, Xiaobing, Yang, Jin, Wu, Xiao et al.2026 · 3 citationsConference on Computer Vision and Pattern Recognition Workshops. IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Workshops. 2025;2025:6399-6408
Mixture-of-Shape-Experts (MoSE): End-to-End Shape Dictionary Framework to Prompt SAM for Generalizable Medical Segmentation.41069640 · Wei, Jia, Zhao, Xiaoqi, Woo, Jonghye et al.2026 · 5 citationsConference on Computer Vision and Pattern Recognition Workshops. IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Workshops. 2025;2025:6450-6460
Oral Imaging for Malocclusion Issues Assessments: OMNI Dataset, Deep Learning Baselines and Benchmarking2505.15637v1 · Pujun Xue, Junyi Ge, Xiaotong Jiang et al.2025 · 0 citationsarXiv
Ordinal Unsupervised Domain Adaptation With Recursively Conditional Gaussian Imposed Variational Disentanglement.35704544 · Liu, Xiaofeng, Li, Site, Ge, Yubin et al.2025 · 8 citationsIEEE transactions on pattern analysis and machine intelligence. 2025;47(5):3219-3232
OVERALL SURVIVAL PREDICTION OF BRAIN TUMOR PATIENTS WITH MULTIMODAL MRI USING SWIN UNETR.40809516 · Kim, Gihyeon, Xing, Fangxu, Kong, Hyoun-Joong et al.2025 · 5 citationsProceedings. IEEE International Symposium on Biomedical Imaging. 2025;2025
Gross tumor volume confidence maps prediction for soft tissue sarcomas from multi-modality medical images using a diffusion model.40123775 · Dong, Yafei, Marin, Thibault, Zhuo, Yue et al.2026 · 0 citationsPhysics and imaging in radiation oncology. 2025;33:100734
Label Space-Induced Pseudo Label Refinement for Multi-Source Black-Box Domain Adaptation.40397626 · Yoo, Chaehwa, Liu, Xiaofeng, Xing, Fangxu et al.2025 · 2 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2025;34:3181-3193
Accuracy analysis of the new artificial anatomical marker positioning method (shoulder-to-shoulder) in preventing leg length discrepancy in total hip arthroplasty.39749128 · Ze-Feng, Wang, Yang-Zhen, Fang, Yong-Qiang, Zheng et al.2025 · 2 citationsFrontiers in surgery. 2024;11:1487716
Domain Adaptive Diabetic Retinopathy Grading with Model Absence and Flowing Data2412.01203v1 · Wenxin Su, Song Tang, Xiaofeng Liu et al.2024 · 2 citationsarXiv
Projections of the Stroke Burden at the Global, Regional, and National Levels up to 2050 Based on the Global Burden of Disease Study 2021.39575720 · Cheng, Yiran, Lin, Yongqi, Shi, Hujuan et al.2025 · 98 citationsJournal of the American Heart Association. 2024;13(23):e036142
Light-weight Fine-tuning Method for Defending Adversarial Noise in Pre-trained Medical Vision-Language Models.41328214 · Han, Xu, Jin, Linghao, Ma, Xuezhe et al.2026 · 1 citationFindings of ACL. EMNLP. Conference on Empirical Methods in Natural Language Processing. 2024;2024:10784-10799
Development and validation of a novel pancreaticojejunostomy strategy based on the anatomical location of the main pancreatic duct that can reduce the risk of postoperative pancreatic fistula after pancreatoduodenectomy.39544981 · Xue, Kang, Wang, Li, Chen, Lang et al.2024 · 0 citationsGland surgery. 2024;13(10):1693-1707
Tagged-to-Cine MRI Sequence Synthesis via Light Spatial-Temporal Transformer.39469302 · Liu, Xiaofeng, Xing, Fangxu, Bian, Zhangxing et al.2024 · 1 citationMedical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention. 2024;15007:701-711
Investigating muscle coordination patterns with Granger causality analysis in protrusive motion from tagged and diffusion MRI.39240196 · Park, Hyeonjeong, Xing, Fangxu, Stone, Maureen et al.2024 · 1 citationJASA express letters. 2024;4(9)
Point-supervised Brain Tumor Segmentation with Box-prompted MedSAM.39130200 · Liu, Xiaofeng, Woo, Jonghye, Ma, Chao et al.2024 · 0 citationsArXiv. 2024
Label-Efficient 3D Brain Segmentation via Complementary 2D Diffusion Models with Orthogonal Views2407.12329v1 · Jihoon Cho, Suhyun Ahn, Beomju Kim et al.2024 · 0 citationsarXiv
Ultra-High-Definition Image Restoration: New Benchmarks and A Dual Interaction Prior-Driven Solution2406.13607v4 · Liyan Wang, Cong Wang, Jinshan Pan et al.2024 · 18 citationsarXiv
Anatomy-based quality metric of diffusion-weighted MRI data for accurate derivation of muscle fiber orientation2406.03560v1 · Nadya Shusharina, Xiaofeng Liu, Evangelia Kaza et al.2024 · 0 citationsarXiv
IRSRMamba: Infrared Image Super-Resolution via Mamba-based Wavelet Transform Feature Modulation Model2405.09873v2 · Yongsong Huang, Tomo Miyazaki, Xiaofeng Liu et al.2024 · 35 citationsarXiv
EXPLORING BACKDOOR ATTACKS IN OFF-THE-SHELF UNSUPERVISED DOMAIN ADAPTATION FOR SECURING CARDIAC MRI-BASED DIAGNOSIS.39421190 · Liu, Xiaofeng, Xing, Fangxu, Gaggin, Hanna et al.2025 · 0 citationsProceedings. IEEE International Symposium on Biomedical Imaging. 2024;2024
Cross noise level PET denoising with continuous adversarial domain generalization.38484401 · Liu, Xiaofeng, Vafay Eslahi, Samira, Marin, Thibault et al.2024 · 9 citationsPhysics in medicine and biology. 2024;69(8)
Development and Validation of a Deep-Learning Network for Detecting Congenital Heart Disease from Multi-View Multi-Modal Transthoracic Echocardiograms.38455153 · Cheng, Mingmei, Wang, Jing, Liu, Xiaofeng et al.2024 · 20 citationsResearch (Washington, D.C.). 2024;7:0319
The role of 18F-FDG PET in minimizing variability in gross tumor volume delineation of soft tissue sarcomas.38412906 · Najem, Elie, Marin, Thibault, Zhuo, Yue et al.2024 · 4 citationsRadiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology. 2024;194:110186
Disentangled Multimodal Brain MR Image Translation via Transformer-based Modality Infuser2402.00375v1 · Jihoon Cho, Xiaofeng Liu, Fangxu Xing et al.2024 · 4 citationsarXiv
Subtype-Aware Dynamic Unsupervised Domain Adaptation.35895653 · Liu, Xiaofeng, Xing, Fangxu, You, Jane et al.2024 · 9 citationsIEEE transactions on neural networks and learning systems. 2024;35(2):2820-2834
Speech Motion Anomaly Detection via Cross-Modal Translation of 4D Motion Fields from Tagged MRI.39238547 · Liu, Xiaofeng, Xing, Fangxu, Zhuo, Jiachen et al.2024 · 0 citationsProceedings of SPIE--the International Society for Optical Engineering. 2024;12926
Treatment-wise Glioblastoma Survival Inference with Multi-parametric Preoperative MRI.39444513 · Liu, Xiaofeng, Shusharina, Nadya, Shih, Helen A et al.2024 · 3 citationsProceedings of SPIE--the International Society for Optical Engineering. 2024;12927
Learn from orientation prior for radiograph super-resolution: Orientation operator transformer.38237449 · Huang, Yongsong, Miyazaki, Tomo, Liu, Xiaofeng et al.2024 · 4 citationsComputer methods and programs in biomedicine. 2024;245:108000
Texture and Noise Dual Adaptation for Infrared Image Super-Resolution2311.08816v2 · Yongsong Huang, Tomo Miyazaki, Xiaofeng Liu et al.2023 · 13 citationsarXiv
Source-free domain adaptive segmentation with class-balanced complementary self-training.38042612 · Huang, Yongsong, Xie, Wanqing, Li, Mingzhen et al.2023 · 10 citationsArtificial intelligence in medicine. 2023;146:102694
Posterior Estimation for Dynamic PET imaging using Conditional Variational Inference2310.15850v1 · Xiaofeng Liu, Thibault Marin, Tiss Amal et al.2023 · 0 citationsarXiv
Vicinal Feature Statistics Augmentation for Federated 3D Medical Volume Segmentation2310.15371v1 · Yongsong Huang, Wanqing Xie, Mingzhen Li et al.2023 · 1 citationIn: Frangi, A., de Bruijne, M., Wassermann, D., Navab, N. (eds) Information Processing in Medical Imaging. IPMI 2023. Lecture Notes in Computer Science, vol 13939. Springer, Cham
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