Publications

2025

Vision-language foundation model for generalizable nasal disease diagnosis using unlabeled endoscopic records
Liu X, Gong W, Chen X, Li Z, Liu Y, Wang L, Liu Q, Sun X, Liu X, Chen X, Shi Y, Yu H. Vision-language foundation model for generalizable nasal disease diagnosis using unlabeled endoscopic records. Pattern Recognition 2025, 165: 111646. DOI: 10.1016/j.patcog.2025.111646.
Books
Concepts
Dendrite cross attention for high-dose-rate brachytherapy distribution planning
Saini S, Liu X. Dendrite cross attention for high-dose-rate brachytherapy distribution planning. Computers In Biology And Medicine 2025, 196: 110902. PMID: 40789235, DOI: 10.1016/j.compbiomed.2025.110902.
Peer-Reviewed Original Research
MeSH Keywords and Concepts
Bayesian Posterior Distribution Estimation of Kinetic Parameters in Dynamic Brain PET Using Generative Deep Learning Models
Djebra Y, Liu X, Marin T, Tiss A, Dhaynaut M, Guehl N, Johnson K, Fakhri G, Ma C, Ouyang J. Bayesian Posterior Distribution Estimation of Kinetic Parameters in Dynamic Brain PET Using Generative Deep Learning Models. IEEE Transactions On Medical Imaging 2025, PP: 1-1. PMID: 40663684, PMCID: PMC12318411, DOI: 10.1109/tmi.2025.3588859.
Peer-Reviewed Original Research
Concepts
Texture and noise dual adaptation for infrared image super-resolution
Huang Y, Miyazaki T, Liu X, Dong Y, Omachi S. Texture and noise dual adaptation for infrared image super-resolution. Pattern Recognition 2025, 163: 111449. DOI: 10.1016/j.patcog.2025.111449.
Peer-Reviewed Original Research
Concepts
Artificial intelligence-assisted detection of nasopharyngeal carcinoma on endoscopic images: a national, multicentre, model development and validation study
Shi Y, Li Z, Wang L, Wang H, Liu X, Gu D, Chen X, Liu X, Gong W, Jiang X, Li W, Lin Y, Liu K, Luo D, Peng T, Peng X, Tong M, Zheng H, Zhou X, Wu J, El Fakhri G, Chang M, Liao J, Li J, Wang D, Ye J, Qu S, Jiang W, Liu Q, Sun X, Zheng Y, Yu H. Artificial intelligence-assisted detection of nasopharyngeal carcinoma on endoscopic images: a national, multicentre, model development and validation study. The Lancet Digital Health 2025, 7: 100869. PMID: 40544083, DOI: 10.1016/j.landig.2025.03.001.
Peer-Reviewed Original Research
Concepts
FM-LoRA: Factorized Low-Rank Meta-Prompting for Continual Learning
Yu X, Yang J, Wu X, Qiu P, Liu X. FM-LoRA: Factorized Low-Rank Meta-Prompting for Continual Learning. 2025, 00: 6399-6408. DOI: 10.1109/cvprw67362.2025.00637.
Peer-Reviewed Original Research
Concepts
Mixture-of-Shape-Experts (MoSE): End-to-End Shape Dictionary Framework to Prompt SAM for Generalizable Medical Segmentation
Wei J, Zhao X, Woo J, Ouyang J, Fakhri G, Chen Q, Liu X. Mixture-of-Shape-Experts (MoSE): End-to-End Shape Dictionary Framework to Prompt SAM for Generalizable Medical Segmentation. 2025, 00: 6450-6460. DOI: 10.1109/cvprw67362.2025.00642.
Peer-Reviewed Original Research
Concepts
Label Space-Induced Pseudo Label Refinement for Multi-Source Black-Box Domain Adaptation
Yoo C, Liu X, Xing F, Woo J, Kang J. Label Space-Induced Pseudo Label Refinement for Multi-Source Black-Box Domain Adaptation. IEEE Transactions On Image Processing 2025, 34: 3181-3193. PMID: 40397626, DOI: 10.1109/tip.2025.3570220.
Peer-Reviewed Original Research
Concepts
Modeling inter‐reader variability in clinical target volume delineation for soft tissue sarcomas using diffusion model
Dong Y, Marin T, Zhuo Y, Najem E, Beddok A, Rozenblum L, Moteabbed M, Grogg K, Xing F, Woo J, Chen Y, Lim R, Liu X, Ma C, Fakhri G. Modeling inter‐reader variability in clinical target volume delineation for soft tissue sarcomas using diffusion model. Medical Physics 2025, 52: e17865. PMID: 40317577, PMCID: PMC12424543, DOI: 10.1002/mp.17865.
Peer-Reviewed Original Research
Concepts
Formation Tracking of Mobile Robots Using Only Constrained and Faulty Visual Feedback
Guan R, Liu X, Wang W, Wang Y. Formation Tracking of Mobile Robots Using Only Constrained and Faulty Visual Feedback. IEEE Transactions On Vehicular Technology 2025, 74: 13568-13579. DOI: 10.1109/tvt.2025.3565205.
Peer-Reviewed Original Research
Concepts
Domain-adaptive myocardial segmentation using multi-platform cine magnetic resonance images
Xing F, Liu X, Aganj I, Kim P, Choi B, Woo J. Domain-adaptive myocardial segmentation using multi-platform cine magnetic resonance images. Progress In Biomedical Optics And Imaging 2025, 13406: 134061q-134061q-6. DOI: 10.1117/12.3046850.
Peer-Reviewed Original Research
Concepts
Ordinal Unsupervised Domain Adaptation With Recursively Conditional Gaussian Imposed Variational Disentanglement
Liu X, Li S, Ge Y, Ye P, You J, Lu J. Ordinal Unsupervised Domain Adaptation With Recursively Conditional Gaussian Imposed Variational Disentanglement. IEEE Transactions On Pattern Analysis And Machine Intelligence 2025, 47: 3219-3232. PMID: 35704544, DOI: 10.1109/tpami.2022.3183115.
Peer-Reviewed Original Research
Concepts
Dual Prompting for Diverse Count-Level Pet Denoising
Liu X, Huang Y, Marin T, Vafay Eslahi S, Tiss A, Chemli Y, Johnson K, El Fakhri G, Ouyang J. Dual Prompting for Diverse Count-Level Pet Denoising. 2011 IEEE International Symposium On Biomedical Imaging: From Nano To Macro 2025, 00: 1-5. PMID: 40831530, PMCID: PMC12360122, DOI: 10.1109/isbi60581.2025.10980695.
Peer-Reviewed Original Research
Concepts
Overall Survival Prediction of Brain Tumor Patients with Multimodal MRI using Swin Unetr
Kim G, Xing F, Kong H, Santarnecchi E, Shih H, Bortfeld T, El Fakhri G, Liu X, Choi J, Woo J. Overall Survival Prediction of Brain Tumor Patients with Multimodal MRI using Swin Unetr. 2011 IEEE International Symposium On Biomedical Imaging: From Nano To Macro 2025, 00: 1-5. PMID: 40809516, PMCID: PMC12345447, DOI: 10.1109/isbi60581.2025.10981128.
Peer-Reviewed Original Research
Concepts
High-dose-rate brachytherapy planning with dendrite cross-attention UNet
Saini S, Wei Y, Rong J, Liu X. High-dose-rate brachytherapy planning with dendrite cross-attention UNet. Proceedings Of SPIE--the International Society For Optical Engineering 2025, 13408: 134082e-134082e-6. PMID: 40831453, PMCID: PMC12360165, DOI: 10.1117/12.3046746.
Peer-Reviewed Original Research
Concepts
GlioSurvNet: Multimodal Survival Prediction for Glioblastoma Using Deep Learning and Clinical Variables from Brain MRI
Kim G, Xing F, Kong H, Santarnecchi E, Shih H, Bortfeld T, Fakhri G, Liu X, Choi J, Woo J. GlioSurvNet: Multimodal Survival Prediction for Glioblastoma Using Deep Learning and Clinical Variables from Brain MRI. 2025, 00: 516-521. DOI: 10.1109/icip55913.2025.11084720.
Peer-Reviewed Original Research
Concepts
Gross tumor volume confidence maps prediction for soft tissue sarcomas from multi-modality medical images using a diffusion model
Dong Y, Marin T, Zhuo Y, Najem E, Moteabbed M, Xing F, Beddok A, Lahoud R, Rozenblum L, Ding Z, Liu X, Grogg K, Woo J, Chen Y, Lim R, Ma C, Fakhri G. Gross tumor volume confidence maps prediction for soft tissue sarcomas from multi-modality medical images using a diffusion model. Physics And Imaging In Radiation Oncology 2025, 33: 100734. PMID: 40123775, PMCID: PMC11926426, DOI: 10.1016/j.phro.2025.100734.
Peer-Reviewed Original Research
Concepts
IRSRMamba: Infrared Image Super-Resolution via Mamba-Based Wavelet Transform Feature Modulation Model
Huang Y, Miyazaki T, Liu X, Omachi S. IRSRMamba: Infrared Image Super-Resolution via Mamba-Based Wavelet Transform Feature Modulation Model. IEEE Transactions On Geoscience And Remote Sensing 2025, 63: 1-16. DOI: 10.1109/tgrs.2025.3584385.
Peer-Reviewed Original Research
Concepts

2024

See All Publications

Publications

2025

Vision-language foundation model for generalizable nasal disease diagnosis using unlabeled endoscopic records

Dendrite cross attention for high-dose-rate brachytherapy distribution planning

Bayesian Posterior Distribution Estimation of Kinetic Parameters in Dynamic Brain PET Using Generative Deep Learning Models

Texture and noise dual adaptation for infrared image super-resolution

Artificial intelligence-assisted detection of nasopharyngeal carcinoma on endoscopic images: a national, multicentre, model development and validation study

FM-LoRA: Factorized Low-Rank Meta-Prompting for Continual Learning

Mixture-of-Shape-Experts (MoSE): End-to-End Shape Dictionary Framework to Prompt SAM for Generalizable Medical Segmentation

Label Space-Induced Pseudo Label Refinement for Multi-Source Black-Box Domain Adaptation

Modeling inter‐reader variability in clinical target volume delineation for soft tissue sarcomas using diffusion model

Formation Tracking of Mobile Robots Using Only Constrained and Faulty Visual Feedback

Domain-adaptive myocardial segmentation using multi-platform cine magnetic resonance images

Ordinal Unsupervised Domain Adaptation With Recursively Conditional Gaussian Imposed Variational Disentanglement

Dual Prompting for Diverse Count-Level Pet Denoising

Overall Survival Prediction of Brain Tumor Patients with Multimodal MRI using Swin Unetr

High-dose-rate brachytherapy planning with dendrite cross-attention UNet

GlioSurvNet: Multimodal Survival Prediction for Glioblastoma Using Deep Learning and Clinical Variables from Brain MRI

Gross tumor volume confidence maps prediction for soft tissue sarcomas from multi-modality medical images using a diffusion model

IRSRMamba: Infrared Image Super-Resolution via Mamba-Based Wavelet Transform Feature Modulation Model

2024

Quantifying articulatory variations across phonological environments: An atlas-based approach using dynamic magnetic resonance imaging

Projections of the Stroke Burden at the Global, Regional, and National Levels up to 2050 Based on the Global Burden of Disease Study 2021

Diffusion-based Bayesian posterior distribution prediction of kinetic parameters in dynamic PET

Tagged-to-Cine MRI Sequence Synthesis via Light Spatial-Temporal Transformer

Point-supervised Brain Tumor Segmentation with Box-prompted Medical Segment Anything Model

Ablation Study of Diffusion Model with Transformer Backbone for Low-count PET Denoising

Subject-aware PET Denoising with Contrastive Adversarial Domain Generalization