Ipek Oguz
According to our database1,
Ipek Oguz
authored at least 94 papers
between 2005 and 2024.
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Bibliography
2024
COSST: Multi-Organ Segmentation With Partially Labeled Datasets Using Comprehensive Supervisions and Self-Training.
IEEE Trans. Medical Imaging, May, 2024
Domain generalization for retinal vessel segmentation via Hessian-based vector field.
Medical Image Anal., 2024
SynStitch: a Self-Supervised Learning Network for Ultrasound Image Stitching Using Synthetic Training Pairs and Indirect Supervision.
CoRR, 2024
PRISM Lite: A lightweight model for interactive 3D placenta segmentation in ultrasound.
CoRR, 2024
Deep Learning-based Unsupervised Domain Adaptation via a Unified Model for Prostate Lesion Detection Using Multisite Bi-parametric MRI Datasets.
CoRR, 2024
Predicting fluorescent labels in label-free microscopy images with pix2pix and adaptive loss in Light My Cells challenge.
CoRR, 2024
Proceedings of the Medical Optical Imaging and Virtual Microscopy Image Analysis, 2024
Proceedings of the Simplifying Medical Ultrasound - 5th International Workshop, 2024
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024
AdaptDiff: Cross-Modality Domain Adaptation via Weak Conditional Semantic Diffusion for Retinal Vessel Segmentation.
Proceedings of the Simulation and Synthesis in Medical Imaging, 2024
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
Assessing Test-Time Variability for Interactive 3D Medical Image Segmentation with Diverse Point Prompts.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
Promise: Prompt-Driven 3D Medical Image Segmentation Using Pretrained Image Foundation Models.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
2023
CrossMoDA 2021 challenge: Benchmark of cross-modality domain adaptation techniques for vestibular schwannoma and cochlea segmentation.
Medical Image Anal., 2023
VesselMorph: Domain-Generalized Retinal Vessel Segmentation via Shape-Aware Representation.
CoRR, 2023
Self-Supervised CSF Inpainting with Synthetic Atrophy for Improved Accuracy Validation of Cortical Surface Analyses.
CoRR, 2023
SSL^2: Self-Supervised Learning meets Semi-Supervised Learning: Multiple Sclerosis Segmentation in 7T-MRI from large-scale 3T-MRI.
CoRR, 2023
Hierarchical particle optimization for cortical shape correspondence in temporal lobe resection.
Comput. Biol. Medicine, 2023
Proceedings of the Medical Imaging 2023: Image Processing, 2023
Proceedings of the Medical Imaging 2023: Image Processing, 2023
Proceedings of the Medical Imaging 2023: Image Processing, 2023
SSL2: self-supervised learning meets semi-supervised learning: multiple sclerosis segmentation in 7T-MRI from large-scale 3T-MRI.
Proceedings of the Medical Imaging 2023: Image Processing, 2023
Self-Supervised CSF Inpainting for Improved Accuracy Validation of Cortical Surface Analyses.
Proceedings of the Medical Imaging with Deep Learning, 2023
COLosSAL: A Benchmark for Cold-Start Active Learning for 3D Medical Image Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Learning Site-Specific Styles for Multi-institutional Unsupervised Cross-Modality Domain Adaptation.
Proceedings of the Brain Tumor Segmentation, and Cross-Modality Domain Adaptation for Medical Image Segmentation, 2023
MAP: Domain Generalization via Meta-Learning on Anatomy-Consistent Pseudo-Modalities.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023 Workshops, 2023
2022
ModDrop++: A Dynamic Filter Network with Intra-subject Co-training for Multiple Sclerosis Lesion Segmentation with Missing Modalities.
CoRR, 2022
CrossMoDA 2021 challenge: Benchmark of Cross-Modality Domain Adaptation techniques for Vestibular Schwnannoma and Cochlea Segmentation.
CoRR, 2022
Proceedings of the Medical Imaging 2022: Image Processing, 2022
Proceedings of the Medical Imaging 2022: Image Processing, 2022
Proceedings of the Medical Imaging 2022: Image Processing, 2022
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2022
ModDrop++: A Dynamic Filter Network with Intra-subject Co-training for Multiple Sclerosis Lesion Segmentation with Missing Modalities.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Proceedings of the Machine Learning in Clinical Neuroimaging - 5th International Workshop, 2022
Proceedings of the Medical Imaging 2022: Biomedical Applications in Molecular, 2022
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022
Enhancing Data Diversity for Self-training Based Unsupervised Cross-Modality Vestibular Schwannoma and Cochlea Segmentation.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2022
2021
Medical Image Anal., 2021
Proceedings of the Medical Imaging 2021: Image Processing, Online, February 15-19, 2021, 2021
Proceedings of the Medical Imaging 2021: Image Processing, Online, February 15-19, 2021, 2021
Proceedings of the Medical Imaging 2021: Image Processing, Online, February 15-19, 2021, 2021
Establishing surface correspondence for post-surgical cortical thickness changes in temporal lobe epilepsy.
Proceedings of the Medical Imaging 2021: Image Processing, Online, February 15-19, 2021, 2021
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Unsupervised Cross-modality Domain Adaptation for Segmenting Vestibular Schwannoma and Cochlea with Data Augmentation and Model Ensemble.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2021
2020
Joint intensity fusion with normalized cross-correlation metric for cross-modality MRI synthesis (Conference Presentation).
Proceedings of the Medical Imaging 2020: Image Processing, 2020
Proceedings of the Medical Imaging 2020: Image Processing, 2020
Proceedings of the Machine Learning in Medical Imaging - 11th International Workshop, 2020
Proceedings of the Machine Learning in Clinical Neuroimaging and Radiogenomics in Neuro-oncology, 2020
Proceedings of the Ophthalmic Medical Image Analysis - 7th International Workshop, 2020
Patch-Based Abnormality Maps for Improved Deep Learning-Based Classification of Huntington's Disease.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Automated Meshing of Anatomical Shapes for Deformable Medial Modeling: Application to the Placenta in 3D Ultrasound.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Tensor-Based Grading: A Novel Patch-Based Grading Approach for the Analysis Of Deformation Fields in Huntington's Disease.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2020
2019
Neuroinformatics, 2019
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
2018
Combining Deep Learning and Multi-atlas Label Fusion for Automated Placenta Segmentation from 3DUS.
Proceedings of the Data Driven Treatment Response Assessment - and - Preterm, Perinatal, and Paediatric Image Analysis, 2018
2017
Proceedings of the Medical Imaging 2017: Image Processing, 2017
Proceedings of the Machine Learning in Medical Imaging - 8th International Workshop, 2017
Dice Overlap Measures for Objects of Unknown Number: Application to Lesion Segmentation.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2017
Joint Intensity Fusion Image Synthesis Applied to Multiple Sclerosis Lesion Segmentation.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2017
Proceedings of the Patch-Based Techniques in Medical Imaging, 2017
Automated Segmentation of the Choroid in EDI-OCT Images with Retinal Pathology Using Convolution Neural Networks.
Proceedings of the Fetal, Infant and Ophthalmic Medical Image Analysis, 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017
2016
Int. J. Comput. Assist. Radiol. Surg., 2016
Proceedings of the Medical Imaging 2016: Image Processing, 2016
Enhanced cortical thickness measurements for rodent brains via Lagrangian-based RK4 streamline computation.
Proceedings of the Medical Imaging 2016: Image Processing, 2016
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
Automated Segmentation of Knee MRI Using Hierarchical Classifiers and Just Enough Interaction Based Learning: Data from Osteoarthritis Initiative.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
Statistical shape analysis of automatically segmented femur bones: Data from the osteoarthritis initiative.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
2015
LOGISMOS-B for primates: primate cortical surface reconstruction and thickness measurement.
Proceedings of the Medical Imaging 2015: Image Processing, 2015
2014
LOGISMOS-B: Layered Optimal Graph Image Segmentation of Multiple Objects and Surfaces for the Brain.
IEEE Trans. Medical Imaging, 2014
Frontiers Neuroinformatics, 2014
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014
2013
NeuroImage, 2013
A midas plugin to enable construction of reproducible web-based image processing pipelines.
Frontiers Neuroinformatics, 2013
Fully automated rodent brain MR image processing pipeline on a Midas server: from acquired images to region-based statistics.
Frontiers Neuroinformatics, 2013
Proceedings of the Medical Imaging 2013: Image Processing, 2013
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
2011
Proceedings of the Medical Imaging 2011: Image Processing, 2011
Proceedings of the Medical Imaging 2011: Image Processing, 2011
Proceedings of the Medical Imaging 2011: Image Processing, 2011
Efficient, graph-based white matter connectivity from orientation distribution functions via multi-directional graph propagation.
Proceedings of the Medical Imaging 2011: Image Processing, 2011
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
2010
Shape-correlated deformation statistics for respiratory motion prediction in 4D lung.
Proceedings of the Medical Imaging 2010: Visualization, 2010
2009
Proceedings of the Information Processing in Medical Imaging, 2009
2008
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
2007
Statistical group differences in anatomical shape analysis using Hotelling T2 metric.
Proceedings of the Medical Imaging 2007: Image Processing, 2007
2005
Corpus Callosum Subdivision Based on a Probabilistic Model of Inter-hemispheric Connectivity.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005