I. Oguz

Most-cited papers

CrossMoDA 2021 challenge: Benchmark of cross-modality domain adaptation techniques for vestibular schwannoma and cochlea segmentation
R. Dorent, A. Kujawa, M. Ivory, S. Bakas +36 more
2022Medical Image Anal.120 citations Open access
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Unsupervised denoising of retinal OCT with diffusion probabilistic model
De-Wei Hu, Yuan-Kai K. Tao, I. Oguz
2022Medical Imaging78 citations Open access
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COSST: Multi-Organ Segmentation With Partially Labeled Datasets Using Comprehensive Supervisions and Self-Training
Han Liu, Zhou-Bing Xu, Riqiang Gao, Hao Li +4 more
2023IEEE Transactions on Medical Imaging45 citations Open access
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PROMISE: PROMPT-DRIVEN 3D MEDICAL IMAGE SEGMENTATION USING PRETRAINED IMAGE FOUNDATION MODELS
Hao Li, Han Liu, De-Wei Hu, Jiacheng Wang +1 more
2023IEEE International Symposium on Biomedical Imaging44 citations Open access
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ModDrop++: A Dynamic Filter Network with Intra-subject Co-training for Multiple Sclerosis Lesion Segmentation with Missing Modalities
Han Liu, Yubo Fan, Hao Li, Jiachen Wang +5 more
2022International Conference on Medical Image Computing and Computer-Assisted Intervention41 citations Open access
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Cats: Complementary CNN and Transformer Encoders for Segmentation
Hao Li, De-Wei Hu, Han Liu, Jiacheng Wang +1 more
2022IEEE International Symposium on Biomedical Imaging29 citations
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Real-time OCT image denoising using a self-fusion neural network.
J. Rico-Jimenez, De-Wei Hu, Eric M. Tang, I. Oguz +1 more
2022Biomedical Optics Express27 citations Open access
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COLosSAL: A Benchmark for Cold-start Active Learning for 3D Medical Image Segmentation
Han Liu, Hao Li, Xing Yao, Yubo Fan +5 more
2023International Conference on Medical Image Computing and Computer-Assisted Intervention23 citations Open access
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PRISM: A Promptable and Robust Interactive Segmentation Model with Visual Prompts
Hao Li, Han Liu, De-Wei Hu, Jiacheng Wang +1 more
2024International Conference on Medical Image Computing and Computer-Assisted Intervention22 citations
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Domain generalization for retinal vessel segmentation via Hessian-based vector field
De-Wei Hu, Hao Li, Han Liu, I. Oguz
2024Medical Image Anal.20 citations
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False Negative/Positive Control for SAM on Noisy Medical Images
Xing Yao, Han Liu, De-Wei Hu, Dai-Wei Lu +8 more
2023arXiv.org17 citations Open access
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Computer Vision Enabled Segmentation of Kidney Stones During Ureteroscopy and Laser Lithotripsy
Shaan A. Setia, Zachary A. Stoebner, C. Floyd, Dai-Wei Lu +2 more
2022Journal of endourology16 citations
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MRI subcortical segmentation in neurodegeneration with cascaded 3D CNNs
Hao Li, Huahong Zhang, H. Johnson, J. Long +2 more
2021Medical Imaging16 citations Open access
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From Monocular Vision to Autonomous Action: Guiding Tumor Resection via 3D Reconstruction
Ayberk Acar, Mariana E. Smith, Lidia Al-Zogbi, Tanner Watts +13 more
2025IEEE/RJS International Conference on Intelligent RObots and Systems14 citations Open access
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Anatomical texture patterns identify cerebellar distinctions between essential tremor and Parkinson's disease
Kilian Hett, Ilwoo Lyu, P. Trujillo, Alexander M. Lopez +7 more
2021Human Brain Mapping13 citations Open access
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FNPC-SAM: Uncertainty-Guided False Negative/Positive Control for SAM on Noisy Medical Images
Xing Yao, Han Liu, De-Wei Hu, Dai-Wei Lu +8 more
2024Medical Imaging10 citations Open access
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Comprehensive shape analysis of the cortex in Huntington's disease
Zachary A. Stoebner, Kilian Hett, Ilwoo Lyu, H. Johnson +3 more
2022Human Brain Mapping10 citations Open access
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Machine Learning for Automated Calculation of Vestibular Schwannoma Volumes
N. Cass, N. Lindquist, Qibang Zhu, Hao Li +2 more
2022Otology and Neurotology10 citations
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Self-supervised Test-Time Adaptation for Medical Image Segmentation
Hao Li, Han Liu, De-Wei Hu, Jiacheng Wang +8 more
2022MLCN@MICCAI10 citations
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Longitudinal subcortical segmentation with deep learning
Hao Li, Huahong Zhang, H. Johnson, J. Long +2 more
2021Medical Imaging10 citations Open access
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AdaptDiff: Cross-Modality Domain Adaptation via Weak Conditional Semantic Diffusion for Retinal Vessel Segmentation
De-Wei Hu, Hao Li, Han Liu, Jiacheng Wang +3 more
2024SASHIMI@MICCAI9 citations Open access
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Towards navigation in endoscopic kidney surgery based on preoperative imaging
Ayberk Acar, Dai-Wei Lu, Yifan Wu, I. Oguz +2 more
2023Healthcare technology letters9 citations Open access
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Assessing Test-Time Variability for Interactive 3D Medical Image Segmentation with Diverse Point Prompts
Hao Li, Han Liu, De-Wei Hu, Jiacheng Wang +1 more
2023IEEE International Symposium on Biomedical Imaging9 citations Open access
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Automated Upper Tract Urothelial Carcinoma Tumor Segmentation During Ureteroscopy Using Computer Vision Techniques
Dai-Wei Lu, Amy Reed, Natalie M. Pace, A. Luckenbaugh +4 more
2024Journal of endourology8 citations
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MAP: Domain Generalization via Meta-Learning on Anatomy-Consistent Pseudo-Modalities
De-Wei Hu, Hao Li, Han Liu, Xing Yao +2 more
2023ISIC/Care-AI/MedAGI/DeCaF@MICCAI8 citations Open access
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Segmentation of kidney stones in endoscopic video feeds
Zachary A. Stoebner, Dai-Wei Lu, Seokjun Hong, Nicholas L. Kavoussi +1 more
2022Medical Imaging8 citations Open access
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Enhancing Data Diversity for Self-training Based Unsupervised Cross-modality Vestibular Schwannoma and Cochlea Segmentation
Han Liu, Yubo Fan, I. Oguz, B. Dawant
2022BrainLes@MICCAI8 citations Open access
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White matter tracts that overlap with the thalamus and the putamen are protected against multiple sclerosis pathology
M. Clarke, D. Archer, K. Yoon, I. Oguz +4 more
2021Multiple Sclerosis and Related Disorders8 citations
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Automated segmentation of central airway obstruction from endoscopic video stream with deep learning
Hao Li, Jiacheng Wang, Nithin Kumar, Jesse F. d'Almeida +8 more
2025Medical Imaging7 citations
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Retinal IPA: Iterative KeyPoints Alignment for Multimodal Retinal Imaging
Jiacheng Wang, Hao Li, De-Wei Hu, Rui Xu +3 more
2024MOVI@MICCAI7 citations
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Deep Learning-based Unsupervised Domain Adaptation via a Unified Model for Prostate Lesion Detection Using Multisite Bi-parametric MRI Datasets
Hao Li, Han Liu, H. von Busch, Robert Grimm +15 more
2024Radiology: Artificial Intelligence7 citations Open access
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Novel OCT Mosaicking Pipeline with Feature-And Pixel-Based Registration
Jiacheng Wang, Hao Li, De-Wei Hu, Yuan-Kai K. Tao +1 more
2023IEEE International Symposium on Biomedical Imaging7 citations Open access
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Learning Site-specific Styles for Multi-institutional Unsupervised Cross-modality Domain Adaptation
Han Liu, Yu-Bo Fan, Zhoubing Xu, Benoit M. Dawant +1 more
2023BraTS/CrossMoDA@MICCAI7 citations
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Domain Generalization for Retinal Vessel Segmentation with Vector Field Transformer
De-Wei Hu, Hao Li, Han Liu, I. Oguz
2022International Conference on Medical Imaging with Deep Learning7 citations
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CATS v2: hybrid encoders for robust medical segmentation
Hao Li, Han Liu, De-Wei Hu, Xing Yao +2 more
2023Medical Imaging6 citations Open access
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Monocular absolute depth estimation from endoscopy via domain-invariant feature learning and latent consistency
Hao Li, Dai-Wei Lu, Jesse F. d'Almeida, Dilara Isik +7 more
2025Medical Imaging5 citations
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Deep angiogram: trivializing retinal vessel segmentation
De-Wei Hu, Xing Yao, Jiacheng Wang, Yuan-Kai K. Tao +1 more
2023Medical Imaging5 citations Open access
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SSL2: self-supervised learning meets semi-supervised learning: multiple sclerosis segmentation in 7T-MRI from large-scale 3T-MRI
Jiacheng Wang, Hao Li, Han Liu, De-Wei Hu +5 more
2023Medical Imaging5 citations
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ASSIST‐U: A system for segmentation and image style transfer for ureteroscopy
Dai-Wei Lu, Yifan Wu, Ayberk Acar, Xing Yao +3 more
2023Healthcare technology letters5 citations Open access
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Synthetic atrophy for longitudinal surface-based cortical thickness measurement
Kathleen E. Larson, I. Oguz
2021Medical Imaging5 citations Open access
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EndoStreamDepth: Temporally Consistent Monocular Depth Estimation for Endoscopic Video Streams
Hao Li, Dai-Wei Lu, Jiacheng Wang, Robert J. Webster +1 more
2025Proceedings of machine learning research4 citations
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Perseus: perception with semantic endoscopic understanding and SLAM
Ayberk Acar, Fang-Jie Li, Susheela Sharma Stern, Lidia Al-Zogbi +8 more
2025International Journal of Computer Assisted Radiology and Surgery4 citations Open access
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A computer vision model for automated kidney stone segmentation and evaluation of its performance vs surgeons
Dai-Wei Lu, Ekamjit S. Deol, Tatsuki Koyama, I. Oguz +1 more
2025BJU International4 citations Open access
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Paramagnetic rim lesions in early multiple sclerosis: a 7 Tesla imaging study.
Habeeb F Kazimuddin, Jia-Cheng Wang, Ahmad A. Toubasi, Bryan Hernandez +12 more
2025Brain Communications4 citations Open access
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SYNSTITCH: A SELF-SUPERVISED LEARNING NETWORK FOR ULTRASOUND IMAGE STITCHING USING SYNTHETIC TRAINING PAIRS AND INDIRECT SUPERVISION
Xing Yao, Runxuan Yu, De-Wei Hu, Hao Yang +9 more
2024IEEE International Symposium on Biomedical Imaging4 citations Open access
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Synthetic Atrophy for Longitudinal Cortical Surface Analyses
Kathleen E. Larson, I. Oguz
2022Frontiers in Neuroimaging4 citations Open access
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Acoustic neuroma segmentation using ensembled convolutional neural networks
Qibang Zhu, Hao Li, N. Cass, N. Lindquist +2 more
2022Medical Imaging4 citations
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Kidney Endoscopy Video to Preoperative CT Alignment for Depth Estimation
Dai-Wei Lu, Hao Li, Clifford A. Pierre, Nicholas L. Kavoussi +1 more
2025Medical Imaging3 citations Open access
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crossMoDA Challenge: Evolution of Cross-Modality Domain Adaptation Techniques for Vestibular Schwannoma and Cochlea Segmentation from 2021 to 2023
N. Wijethilake, R. Dorent, M. Ivory, A. Kujawa +37 more
2025Medical Image Analysis3 citations Open access
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ProbeMDE: Uncertainty-Guided Active Proprioception for Monocular Depth Estimation in Surgical Robotics
Britton Jordan, Jordan Thompson, Jesse F. d'Almeida, Hao Li +7 more
2025IEEE International Conference on Robotics and Automation3 citations Open access
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