XY
Xiaofeng Yang
deep learningphysics.med-phcs.CVImage Processing, Computer-AssistedDeep LearningMagnetic Resonance Imagingeess.IVProton TherapyTomography, X-Ray ComputedMRI
On Valency
published · living versionsW_93849agf·v1 · currentpublished
GRAC: Graph-Based Retrieval-Augmented Captioning for Surgical Scene Description
with Rochak Dhakal, Chen Zhao, Soup Cobb, Xin Qian +1
1 version
W_5agq6n4d·v1published
W_fvmgpah4·v1published
W_whx8x3jd·v1published
Preprints & journals
439 papers in the corpus · 2000–2026Physics-constrained and geometry-aware deep reconstruction for limited-angle CBCT.42887549 · Hu, Mingzhe, Pan, Shaoyan, Gao, Yuan et al.2026 · 0 citationsPhysics in medicine and biology. 2026;71(21)
Domain-aligned self-supervision: CT-specialized DINOv3 enhances PET/CT tumor segmentation.42854721 · Scarlett Lin, Yu-Nong, Wang, Shansong, Li, Yuheng et al.2026 · 0 citationsPhysics in medicine and biology. 2026;71(20)
HPV-Stratified Causal Digital Twins for Personalized Survival Benefit Estimation in Head and Neck Cancer.42856410 · Shah, Keyur D, Chang, Chih-Wei, Zhou, Jun et al.2026 · 0 citationsmedRxiv : the preprint server for health sciences. 2026
Ultrafast proton delivery with pin ridge filters (pRFs): repurposing single-energy delivery for motion management in proton therapy.42822511 · Zafar, Ahmal Jawad, Yang, Xiaofeng, Dutta, Sunil William et al.2026 · 0 citationsPhysics in medicine and biology. 2026;71(20)
Automated linac downtime tracking across 4 radiation oncology clinics within a single hospital system utilizing statistical process control.42876058 · Serafini, Caroline E, Thomas, Matthew, Yang, Xiaofeng et al.2026 · 0 citationsJournal of applied clinical medical physics. 2026;27(10):e70863
Early detection of invasive lung cancer and multiorgan metastasis by a collagen-targeted protein MRI contrast agent.42715331 · Li, Dongjun, Bamishaye, Oluwabukola, Li, Sandi et al.2026 · 0 citationsScience advances. 2026;12(37):eadz6815
Two-Dimensional and Three-Dimensional High-Frequency Ultrasound of Seborrheic Keratosis.42877374 · Henke, Julian, Merchant, Benazir, Serafini, Caroline et al.2026 · 0 citationsThe Journal of clinical and aesthetic dermatology. 2026;19(9):12-13
Foundation models in medical image analysis: A systematic review and quantitative analysis.42696936 · Rajendran, Praveenbalaji, Safari, Mojtaba, He, Wenfeng et al.2026 · 1 citationMedical image analysis. 2027;115:104293
Motion Artifact-Aware Self-Supervised Representation Learning for 3D Brain MRI Motion Artifact Reduction.42606966 · Safari, Mojtaba, Wang, Shansong, Eidex, Zach et al.2026 · 0 citationsIEEE transactions on medical imaging. 2026;PP
Biomarker-guided pharmacotherapy in cardiovascular-kidney-metabolic syndrome: A three-dimensional framework for precision drug selection and monitoring.42492739 · Li, Yafeng, Song, Wenzhu, Huan, Chengyu et al.2026 · 3 citationsPharmacology & therapeutics. 2026;286:109089
MeCaMIL: Causality-Aware Multiple Instance Learning for Fair and Interpretable Whole Slide Image Diagnosis.42441444 · Song, Yiran, Zhang, Yikai, Zhou, Shuang et al.2026 · 0 citationsIEEE transactions on medical imaging. 2026;45(9):4861-4875
A digital twin framework for adaptive treatment planning in radiotherapy.42361838 · Chang, Chih-Wei, Safari, Mojtaba, Akkineni, Sri Sai et al.2026 · 3 citationsPhysics in medicine and biology. 2026;71(13)
Editorial: Clinical trials in cardiovascular medicine: 2025-addressing residual cardiovascular risks through precision-guided approaches.42465537 · Wang, Euscia Y, Xu, Keman, Shao, Ying et al.2026 · 0 citationsFrontiers in cardiovascular medicine. 2026;13:1904928
Radiation Oncology-Biology Integration Network: Bridging the Gap between Biological Research and Clinical Practice.41941260 · Gregucci, Fabiana, Lee-Poturalski, Christine, Dirrim, Madelyn et al.2026 · 0 citationsClinical cancer research : an official journal of the American Association for Cancer Research. 2026;32(12):2340-2351
Domain-adapted foundation model for automated cardiac CT substructure segmentation for thoracic radiotherapy.42242380 · Li, Yuheng, Wildman, Vanessa L, Balzo, Luke Del et al.2026 · 0 citationsRadiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology. 2026;221:111619
Med-R1: Reinforcement Learning for Generalizable Medical Reasoning in Vision-Language Models.41632678 · Lai, Yuxiang, Zhong, Jike, Li, Ming et al.2026 · 32 citationsIEEE transactions on medical imaging. 2026;45(6):2727-2737
Imaging-based detection and prediction of radiation-induced cardiac toxicity: a narrative review.42524537 · Shah, Keyur D, Zhou, Jun, Wildman, Vanessa L et al.2026 · 0 citationsBJR open. 2026;8(1):tzag008
Optimizing Transmission FLASH Radiation Therapy for Large-Field Postmastectomy Breast Treatment.42107782 · Zafar, Ahmal Jawad, Dutta, Sunil William, Case, Matthew Joseph et al.2026 · 0 citationsInternational journal of radiation oncology, biology, physics. 2026
OpenVocabCT: Toward Universal Text-Driven CT Image Segmentation.41411350 · Li, Yuheng, Lai, Yuxiang, Thor, Maria et al.2026 · 1 citationIEEE transactions on medical imaging. 2026;45(5):2077-2088
Dysphagia optimized knowledge-based planning for head and neck cancer.41733488 · Thi, Tu, Luca, Kirk, Roper, Justin et al.2026 · 0 citationsJournal of applied clinical medical physics. 2026;27(3):e70519
Reinforcement learning-guided segment anything model for MRI prostate and dominant intraprostatic lesions auto-segmentation.41643322 · Chen, Jingchu, Hu, Mingzhe, Safari, Mojtaba et al.2026 · 0 citationsPhysics in medicine and biology. 2026;71(3)
Vision foundation model for 3D magnetic resonance imaging segmentation, classification, and registration.41702178 · Wang, Shansong, Safari, Mojtaba, Li, Qiang et al.2026 · 5 citationsMedical image analysis. 2026;110:103992
An efficient 3D latent diffusion model for T1-contrast enhanced MRI generation.41604705 · Eidex, Zach, Safari, Mojtaba, Ding, Jie et al.2026 · 0 citationsBiomedical physics & engineering express. 2026;12(1)
Prostate Cancer Classification Using Quantum Machine Learning on Multi-parametric MRI.42046760 · Chen, Peng, Safari, Mojtaba, Barker-Clarke, Rowan et al.2026 · 0 citationsProceedings of SPIE--the International Society for Optical Engineering. 2026;13930
A Pilot Study of Multimodal Dosiomics and Longitudinal Delta-Radiomics for Predicting Radiation-Induced Xerostomia in Head-and-Neck Cancer.42046761 · Chen, Peng, Yang, Kailin, Safari, Mojtaba et al.2026 · 0 citationsProceedings of SPIE--the International Society for Optical Engineering. 2026;13930
Patient outcome prognosis for external beam radiation therapy using CBCT-based radiomics: a systematic review.41435426 · Chang, Chih-Wei, Wang, Tonghe, Qiu, Richard L J et al.2026 · 1 citationBiomedical physics & engineering express. 2026;12(1)
Patient and fraction specific model adaptation for cone beam computed tomography (CBCT) multi-organ segmentation.41452348 · Chen, Xiaoqian, Qiu, Richard L J, Wildman, Vanessa et al.2025 · 0 citationsMedical physics. 2026;53(1):e70251
Knowledge-based plan library-guided adaptive proton stereotactic ablative radiotherapy (SABR) for localized prostate cancer.41134541 · Shah, Keyur D, Chang, Chih-Wei, Bohannon, Duncan H et al.2025 · 1 citationMedical physics. 2025;52(11):e70060
Trackerless 3D ultrasound volume reconstruction from 2D freehand scans using a hybrid transformer-CNN framework.41168849 · He, Wenfeng, Qiu, Richard L J, Zhang, Chulong et al.2025 · 1 citationMedical physics. 2025;52(11):e70103
Multi-group deformable convolution network for 3D medical image segmentation.41206346 · Li, Yuheng, Hu, Mingzhe, Wang, Jing et al.2025 · 3 citationsMedical physics. 2025;52(11):e70135
Cross-modality 3D MRI synthesis via cycle-guided denoising diffusion probability model.41292517 · Hu, Mingzhe, Pan, Shaoyan, Chang, Chih-Wei et al.2025 · 2 citationsJournal of medical imaging (Bellingham, Wash.). 2025;12(6):064003
Low-Dose CT Imaging Using a Regularization-Enhanced Efficient Diffusion Probabilistic Model.41281195 · Li, Qiang, Safari, Mojtaba, Wang, Shansong et al.2026 · 0 citationsArXiv. 2025
MRI-guided neurovascular bundle avoidance in high dose rate prostate brachytherapy.41528861 · Gerber, Drew G, Dresser, Sean, Yang, Xiaofeng et al.2026 · 0 citationsBrachytherapy. 2026;25(1):9-14
Res-MoCoDiff: residual-guided diffusion models for motion artifact correction in brain MRI.41061726 · Safari, Mojtaba, Wang, Shansong, Li, Qiang et al.2025 · 4 citationsPhysics in medicine and biology. 2025;70(20)
Foundation model based multimodal transformer framework for survival analysis in HER2 stratified breast cancer.40997874 · Li, Qiang, Wang, Shansong, Safari, Mojtaba et al.2025 · 3 citationsPhysics in medicine and biology. 2025;70(20)
Context Matters: Learning Global Semantics via Object-Centric Representation2510.05674v2 · Jike Zhong, Yuxiang Lai, Xiaofeng Yang et al.2025 · 0 citationsarXiv
Distinguishing Nevi Suspected for Malignancy With 3D High-Frequency Ultrasound Imaging.41046326 · Henke, Julian, Zhang, Kuo, Castellano, Ella et al.2026 · 0 citationsInternational journal of dermatology. 2026;65(4):837-839
Evaluation of a prostate SBRT planning workflow using auto-segmentation and knowledge-based planning.41057985 · Jones, Trisha, Luca, Kirk, Fan, Mingdong et al.2025 · 1 citationJournal of applied clinical medical physics. 2025;26(10):e70295
A Preliminary Study on Deep Learning-Based Plan Quality Prediction in Gamma Knife Radiosurgery for Brain Metastases.41008897 · Jiang, Runyu, Shao, Yuan, Liu, Yingzi et al.2025 · 1 citationCancers. 2025;17(18)
Hunyuan3D Studio: End-to-End AI Pipeline for Game-Ready 3D Asset Generation2509.12815v1 · Biwen Lei, Yang Li, Xinhai Liu et al.2025 · 2 citationsarXiv
Systematic Review and Meta-analysis of AI-driven MRI Motion Artifact Detection and Correction2509.05071v1 · Mojtaba Safari, Zach Eidex, Richard L.J. Qiu et al.2025 · 6 citationsarXiv
Systematic Review and Meta-analysis of AI-driven MRI Motion Artifact Detection and Correction.40949764 · Safari, Mojtaba, Eidex, Zach, Qiu, Richard L J et al.2025 · 0 citationsArXiv. 2025
Res-MoCoDiff: Residual-guided diffusion models for motion artifact correction in brain MRI.40386577 · Safari, Mojtaba, Wang, Shansong, Li, Qiang et al.2025 · 0 citationsArXiv. 2025
MedDINOv3: How to adapt vision foundation models for medical image segmentation?2509.02379v3 · Yuheng Li, Yizhou Wu, Yuxiang Lai et al.2025 · 1 citationarXiv
Current progress of digital twin construction using medical imaging.40841176 · Zhao, Feng, Wu, Yizhou, Hu, Mingzhe et al.2025 · 39 citationsJournal of applied clinical medical physics. 2025;26(9):e70226
Asymmetry in neurovascular bundle blood flow in prostate cancer patients: A pre-treatment doppler ultrasound study.40851323 · Wang, Jing, Yang, Xiaofeng, Zhou, Boran et al.2025 · 1 citationJournal of applied clinical medical physics. 2025;26(9):e70211
An adaptive proton FLASH therapy using modularized pin ridge filter.40940290 · Zafar, Ahmal Jawad, Yang, Xiaofeng, Diamond, Zachary et al.2025 · 0 citationsMedical physics. 2025;52(9):e18109
The effect of interfractional variation on delivered dose with ultrahypofractionated pencil beam scanning proton therapy for localized prostate cancer.40946222 · Shah, Keyur D, Bohannon, Duncan H, Patel, Sagar A et al.2025 · 1 citationJournal of applied clinical medical physics. 2025;26(9):e70223
Quantitative Evaluation of Artificial Intelligence-Based Organ Segmentation Across Multiple Anatomic Sites Using 8 Commercial Software Platforms.40854402 · Yuan, Lulin, Chen, Quan, Al-Hallaq, Hania et al.2026 · 5 citationsPractical radiation oncology. 2026;16(1):e47-e59
DINOv3 with Test-Time Training for Medical Image Registration2508.14809v1 · Shansong Wang, Mojtaba Safari, Mingzhe Hu et al.2025 · 0 citationsarXiv
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