Ipek Oguz

According to our database1, Ipek Oguz authored at least 85 papers between 2005 and 2023.

Collaborative distances:

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2023
CrossMoDA 2021 challenge: Benchmark of cross-modality domain adaptation techniques for vestibular schwannoma and cochlea segmentation.
Medical Image Anal., 2023

Novel OCT mosaicking pipeline with Feature- and Pixel-based registration.
CoRR, 2023

Learning Site-specific Styles for Multi-institutional Unsupervised Cross-modality Domain Adaptation.
CoRR, 2023

Assessing Test-time Variability for Interactive 3D Medical Image Segmentation with Diverse Point Prompts.
CoRR, 2023

Promise: Prompt-driven 3D Medical Image Segmentation Using Pretrained Image Foundation Models.
CoRR, 2023

False Negative/Positive Control for SAM on Noisy Medical Images.
CoRR, 2023

CATS v2: Hybrid encoders for robust medical segmentation.
CoRR, 2023

VesselMorph: Domain-Generalized Retinal Vessel Segmentation via Shape-Aware Representation.
CoRR, 2023

COSST: Multi-organ Segmentation with Partially Labeled Datasets Using Comprehensive Supervisions and Self-training.
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

Domain generalization for robust MS lesion segmentation.
Proceedings of the Medical Imaging 2023: Image Processing, 2023

Novel application of the attention mechanism on medical image harmonization.
Proceedings of the Medical Imaging 2023: Image Processing, 2023

Deep angiogram: trivializing retinal vessel segmentation.
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

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

Segmentation of kidney stones in endoscopic video feeds.
Proceedings of the Medical Imaging 2022: Image Processing, 2022

Human brain extraction with deep learning.
Proceedings of the Medical Imaging 2022: Image Processing, 2022

Unsupervised denoising of retinal OCT with diffusion probabilistic model.
Proceedings of the Medical Imaging 2022: Image Processing, 2022

Domain Generalization for Retinal Vessel Segmentation with Vector Field Transformer.
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

Self-supervised Test-Time Adaptation for Medical Image Segmentation.
Proceedings of the Machine Learning in Clinical Neuroimaging - 5th International Workshop, 2022

Acoustic neuroma segmentation using ensembled convolutional neural networks.
Proceedings of the Medical Imaging 2022: Biomedical Applications in Molecular, 2022

Cats: Complementary CNN and Transformer Encoders for Segmentation.
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
Multi-scale graph-based grading for Alzheimer's disease prediction.
Medical Image Anal., 2021

MRI subcortical segmentation in neurodegeneration with cascaded 3D CNNs.
Proceedings of the Medical Imaging 2021: Image Processing, Online, February 15-19, 2021, 2021

Longitudinal subcortical segmentation with deep learning.
Proceedings of the Medical Imaging 2021: Image Processing, Online, February 15-19, 2021, 2021

Synthetic atrophy for longitudinal surface-based cortical thickness measurement.
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

LIFE: A Generalizable Autodidactic Pipeline for 3D OCT-A Vessel Segmentation.
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

Self-fusion for OCT noise reduction.
Proceedings of the Medical Imaging 2020: Image Processing, 2020

Robust Multiple Sclerosis Lesion Inpainting with Edge Prior.
Proceedings of the Machine Learning in Medical Imaging - 11th International Workshop, 2020

Generalizing MRI Subcortical Segmentation to Neurodegeneration.
Proceedings of the Machine Learning in Clinical Neuroimaging and Radiogenomics in Neuro-oncology, 2020

Retinal OCT Denoising with Pseudo-Multimodal Fusion Network.
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

Multiple Sclerosis Lesion Segmentation - A Survey of Supervised CNN-Based Methods.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2020

2019
User-Guided Segmentation of Multi-modality Medical Imaging Datasets with ITK-SNAP.
Neuroinformatics, 2019

Medical Imaging with Deep Learning: MIDL 2019 - Extended Abstract Track.
CoRR, 2019

Multiple Sclerosis Lesion Segmentation with Tiramisu and 2.5D Stacked Slices.
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
Machine learning in a graph framework for subcortical segmentation.
Proceedings of the Medical Imaging 2017: Image Processing, 2017

Gradient Boosted Trees for Corrective Learning.
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

Multiple Sclerosis Lesion Segmentation Using Joint Label Fusion.
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

Efficient Optimization for Hierarchically-Structured Interacting Segments (HINTS).
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
Entropy-based particle correspondence for shape populations.
Int. J. Comput. Assist. Radiol. Surg., 2016

Optimal retinal cyst segmentation from OCT images.
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

Globally Optimal Label Fusion with Shape Priors.
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

Tree-Oriented Analysis of Brain Artery Structure.
J. Math. Imaging Vis., 2014

DTIPrep: quality control of diffusion-weighted images.
Frontiers Neuroinformatics, 2014

Robust Cortical Thickness Measurement with LOGISMOS-B.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

2013
Diffusion imaging quality control via entropy of principal direction distribution.
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

DTI quality control assessment via error estimation from Monte Carlo simulations.
Proceedings of the Medical Imaging 2013: Image Processing, 2013

Particle-Guided Image Registration.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

2011
Group-wise automatic mesh-based analysis of cortical thickness.
Proceedings of the Medical Imaging 2011: Image Processing, 2011

Automatic skull-stripping of rat MRI/DTI scans and atlas building.
Proceedings of the Medical Imaging 2011: Image Processing, 2011

Automatic cortical thickness analysis on rodent brain.
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

Mandibular asymmetry characterization using generalized tensor-based morphometry.
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
Cortical Correspondence with Probabilistic Fiber Connectivity.
Proceedings of the Information Processing in Medical Imaging, 2009

2008
Minimum description length with local geometry.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

Cortical correspondence using entropy-based particle systems and local features.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

2007
Finite volume flow simulations on arbitrary domains.
Graph. Model., 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


  Loading...