MS
Mojtaba Safari
cs.CVdeep learningImage Processing, Computer-AssistedMagnetic Resonance ImagingMRIphysics.med-phcs.AIDeep learningBrain NeoplasmsDeep Learning
On Valency
published · living versionsW_5agq6n4d·v1 · currentpublished
Image-Domain CT Metal Artifact Reduction Using an Endpoint-Conditioned Diffusion Bridge
with Hang Yu, Shansong Wang, Mingzhe Hu, Xiaofeng Yang
1 version
W_whx8x3jd·v1published
Preprints & journals
50 papers in the corpus · 2017–2026Domain-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)
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
MRI super-resolution in ten sampling steps using a diffusion bridge model2608.08819v1 · Mojtaba Safari, Hang Yu, Zach Eidex et al.2026 · 0 citationsarXiv
One-for-All Adaptive Radiotherapy Planning Agent: A Foundation Framework for Daily CBCT-guided Radiotherapy.42523498 · Pan, Shaoyan, Luca, Kirk Jon, Gao, Yuan et al.2026 · 0 citationsArXiv. 2026
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)
A generalist biomedical vision-language model via multi-CLIP knowledge distillation.42270629 · Wang, Shansong, Jin, Zhecheng, Hu, Mingzhe et al.2026 · 1 citationNature communications. 2026;17(1)
Universal CT Representations from Anatomy to Disease Phenotype through Agglomerative Pretraining2605.21906v2 · Yuheng Li, Yuan Gao, Haoyu Dong et al.2026 · 0 citationsarXiv
Efficient vision mamba for MRI super-resolution via hybrid selective scanning.42204783 · Safari, Mojtaba, Wang, Shansong, Wildman, Vanessa L et al.2026 · 1 citationMedical physics. 2026;53(5):e70508
BrainDINO: A Brain MRI Foundation Model for Generalizable Clinical Representation Learning2604.27277v3 · Yizhou Wu, Shansong Wang, Yuheng Li et al.2026 · 0 citationsarXiv
Evaluating GPT-5 as a Multimodal Clinical Reasoner: A Landscape Commentary2603.04763v1 · Alexandru Florea, Shansong Wang, Mingzhe Hu et al.2026 · 0 citationsarXiv
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
Efficient Vision Mamba for MRI Super-Resolution via Hybrid Selective Scanning.41479458 · Safari, Mojtaba, Wang, Shansong, Wildman, Vanessa L et al.2026 · 0 citationsArXiv. 2026
Vocal Cord Dysfunction in Nonlaryngeal Head and Neck Cancer After Chemoradiation Therapy: Predictive Modeling Using CT Radiomics and Machine Learning.41321696 · Bagherzadeh, Sakineh, Fadavi, Pedram, Abdollahi, Hamid et al.2025 · 2 citationsBioMed research international. 2025;2025:1246604
Explainable Cross-Disease Reasoning for Cardiovascular Risk Assessment from Low-Dose Computed Tomography2511.06625v5 · Yifei Zhang, Jiashuo Zhang, Mojtaba Safari et al.2025 · 0 citationsarXiv
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
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)
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
DINOv3 with Test-Time Training for Medical Image Registration2508.14809v1 · Shansong Wang, Mojtaba Safari, Mingzhe Hu et al.2025 · 0 citationsarXiv
Benchmarking GPT-5 for Zero-Shot Multimodal Medical Reasoning in Radiology and Radiation Oncology2508.13192v1 · Mingzhe Hu, Zach Eidex, Shansong Wang et al.2025 · 5 citationsarXiv
Performance of GPT-5 in Brain Tumor MRI Reasoning2508.10865v1 · Mojtaba Safari, Shansong Wang, Mingzhe Hu et al.2025 · 5 citationsarXiv
Capabilities of GPT-5 on Multimodal Medical Reasoning2508.08224v2 · Shansong Wang, Mingzhe Hu, Qiang Li et al.2025 · 26 citationsarXiv
Unifying Biomedical Vision-Language Expertise: Towards a Generalist Foundation Model via Multi-CLIP Knowledge Distillation2506.22567v1 · Shansong Wang, Zhecheng Jin, Mingzhe Hu et al.2025 · 0 citationsarXiv
MRI super-resolution reconstruction using efficient diffusion probabilistic model with residual shifting.40093364 · Safari, Mojtaba, Wang, Shansong, Eidex, Zach et al.2025 · 18 citationsArXiv. 2025
Triad: Vision Foundation Model for 3D Magnetic Resonance Imaging.40162210 · Wang, Shansong, Safari, Mojtaba, Li, Qiang et al.2026 · 6 citationsResearch square. 2025
A Physics-Informed Deep Learning Model for MRI Brain Motion Correction.39990792 · Safari, Mojtaba, Wang, Shansong, Eidex, Zach et al.2025 · 7 citationsArXiv. 2025
Self-supervised adversarial diffusion models for fast MRI reconstruction.39924867 · Safari, Mojtaba, Eidex, Zach, Pan, Shaoyan et al.2025 · 9 citationsMedical physics. 2025;52(6):3888-3899
Advancing MRI Reconstruction: A Systematic Review of Deep Learning and Compressed Sensing Integration.39975448 · Safari, Mojtaba, Eidex, Zach, Chang, Chih-Wei et al.2025 · 23 citationsArXiv. 2025
T1-contrast enhanced MRI generation from multi-parametric MRI for glioma patients with latent tumor conditioning.39714049 · Eidex, Zach, Safari, Mojtaba, Qiu, Richard L J et al.2025 · 5 citationsMedical physics. 2025;52(4):2064-2073
Deep learning based apparent diffusion coefficient map generation from multi-parametric MR images for patients with diffuse gliomas.39514841 · Eidex, Zach, Safari, Mojtaba, Wynne, Jacob et al.2025 · 9 citationsMedical physics. 2025;52(2):847-855
AutoCorNN: An Unsupervised Physics-Aware Deep Learning Model for Geometric Distortion Correction of Brain MRI Images Towards MR-Only Stereotactic Radiosurgery.39080159 · Hosseini, Mahboube Sadat, Aghamiri, Seyed Mahmoud Reza, Fatemi Ardekani, Ali et al.2025 · 1 citationJournal of imaging informatics in medicine. 2025;38(1):587-601
Unsupervised MRI motion artifact disentanglement: introducing MAUDGAN.38714192 · Safari, Mojtaba, Yang, Xiaofeng, Chang, Chih-Wei et al.2024 · 10 citationsPhysics in medicine and biology. 2024;69(11)
Fast MRI Reconstruction Using Deep Learning-based Compressed Sensing: A Systematic Review.38745700 · Safari, Mojtaba, Eidex, Zach, Chang, Chih-Wei et al.2024 · 3 citationsArXiv. 2024
High-resolution 3T to 7T ADC map synthesis with a hybrid CNN-transformer model.38630982 · Eidex, Zach, Wang, Jing, Safari, Mojtaba et al.2024 · 12 citationsMedical physics. 2024;51(6):4380-4388
High-resolution MRI synthesis using a data-driven framework with denoising diffusion probabilistic modeling.38241726 · Chang, Chih-Wei, Peng, Junbo, Safari, Mojtaba et al.2024 · 39 citationsPhysics in medicine and biology. 2024;69(4)
MedFusionGAN: multimodal medical image fusion using an unsupervised deep generative adversarial network.38062431 · Safari, Mojtaba, Fatemi, Ali, Archambault, Louis2023 · 70 citationsBMC medical imaging. 2023;23(1):203
MRI motion artifact reduction using a conditional diffusion probabilistic model (MAR-CDPM).38009583 · Safari, Mojtaba, Yang, Xiaofeng, Fatemi, Ali et al.2024 · 27 citationsMedical physics. 2024;51(4):2598-2610
High-resolution 3T to 7T MRI Synthesis with a Hybrid CNN-Transformer Model2311.15044v1 · Zach Eidex, Jing Wang, Mojtaba Safari et al.2023 · 0 citationsarXiv
Patient-specific geometrical distortion corrections of MRI images improve dosimetric planning accuracy of vestibular schwannoma treated with gamma knife stereotactic radiosurgery.37345614 · Safari, Mojtaba, Fatemi, Ali, Afkham, Younes et al.2023 · 7 citationsJournal of applied clinical medical physics. 2023;24(10):e14072
MAUDGAN: Motion Artifact Unsupervised Disentanglement Generative Adversarial Network of Multicenter MRI Data with Different Brain tumors10.1101/2023.03.06.23285299v1 · Safari, M., Fatemi, A., Archambault, L.2023 · 1 citationmedRxiv
Shuffle-ResNet: Deep learning for predicting LGG IDH1 mutation from multicenter anatomical MRI sequences.36326618 · Safari, Mojtaba, Beiki, Manjieh, Ameri, Ahmad et al.2022 · 9 citationsBiomedical physics & engineering express. 2022;8(6)
Findings of DTI-p maps in comparison with T2/T2-FLAIR to assess postoperative hyper-signal abnormal regions in patients with glioblastoma.30227891 · Beigi, Manijeh, Safari, Mojtaba, Ameri, Ahmad et al.2018 · 8 citationsCancer imaging : the official publication of the International Cancer Imaging Society. 2018;18(1):33
Heterogeneity analysis of diffusion-weighted MRI for prediction and assessment of microstructural changes early after one cycle of induction chemotherapy in nasopharyngeal cancer patients.28914416 · Beigi, Manijeh, Kazerooni, Anahita Fathi, Safari, Mojtaba et al.2018 · 13 citationsLa Radiologia medica. 2018;123(1):36-43
Career total: 93 works. 50 are in this corpus.
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