Sila Kurugol
Orcid: 0000-0002-5081-4569
According to our database1,
Sila Kurugol
authored at least 32 papers
between 2008 and 2024.
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Bibliography
2024
Improved myelin water fraction mapping with deep neural networks using synthetically generated 3D data.
Medical Image Anal., January, 2024
IVIM-Morph: Motion-compensated quantitative Intra-voxel Incoherent Motion (IVIM) analysis for functional fetal lung maturity assessment from diffusion-weighted MRI data.
CoRR, 2024
2023
Masked Conditional Diffusion Models for Image Analysis with Application to Radiographic Diagnosis of Infant Abuse.
CoRR, 2023
Proceedings of the Computational Diffusion MRI - 14th International Workshop, 2023
2022
CORPS: Cost-free Rigorous Pseudo-labeling based on Similarity-ranking for Brain MRI Segmentation.
CoRR, 2022
Learning the Regularization in DCE-MR Image Reconstruction for Functional Imaging of Kidneys.
IEEE Access, 2022
SynthMap: a generative model for synthesis of 3D datasets for quantitative MRI parameter mapping of myelin water fraction.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2022
SUPER-IVIM-DC: Intra-voxel Incoherent Motion Based Fetal Lung Maturity Assessment from Limited DWI Data Using Supervised Learning Coupled with Data-Consistency.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
qDWI-Morph: Motion-Compensated Quantitative Diffusion-Weighted MRI Analysis for Fetal Lung Maturity Assessment.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022
2021
Improving Automatic Renal Segmentation in Clinically Normal and Abnormal Paediatric DCE-MRI via Contrast Maximisation and Convolutional Networks for Computing Markers of Kidney Function.
Sensors, 2021
Modeling dynamic radial contrast enhanced MRI with linear time invariant systems for motion correction in quantitative assessment of kidney function.
Medical Image Anal., 2021
3D Deep Learning for Anatomical Structure Segmentation in Multiple Imaging Modalities.
Proceedings of the 34th IEEE International Symposium on Computer-Based Medical Systems, 2021
2019
Intelligent Labeling Based on Fisher Information for Medical Image Segmentation Using Deep Learning.
IEEE Trans. Medical Imaging, 2019
Proceedings of the Machine Learning in Medical Imaging - 10th International Workshop, 2019
Linear Time Invariant Model Based Motion Correction (LiMo-MoCo) of Dynamic Radial Contrast Enhanced MRI.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
2018
Proceedings of the Deep Learning in Medical Image Analysis - and - Multimodal Learning for Clinical Decision Support, 2018
Semi-automated Extraction of Crohns Disease MR Imaging Markers Using a 3D Residual CNN with Distance Prior.
Proceedings of the Deep Learning in Medical Image Analysis - and - Multimodal Learning for Clinical Decision Support, 2018
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
2017
Motion-robust parameter estimation in abdominal diffusion-weighted MRI by simultaneous image registration and model estimation.
Medical Image Anal., 2017
Motion-Robust Spatially Constrained Parameter Estimation in Renal Diffusion-Weighted MRI by 3D Motion Tracking and Correction of Sequential Slices.
Proceedings of the Molecular Imaging, Reconstruction and Analysis of Moving Body Organs, and Stroke Imaging and Treatment, 2017
2016
Spatially-constrained probability distribution model of incoherent motion (SPIM) for abdominal diffusion-weighted MRI.
Medical Image Anal., 2016
2015
Motion Compensated Abdominal Diffusion Weighted MRI by Simultaneous Image Registration and Model Estimation (SIR-ME).
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5, 2015
Structural and diffusion weighted MRI registration for biomarker fusion in Crohn's disease diagnosis.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
2014
Spatially-Constrained Probability Distribution Model of Incoherent Motion (SPIM) in Diffusion Weighted MRI Signals of Crohn's Disease.
Proceedings of the Abdominal Imaging. Computational and Clinical Applications, 2014
Ranking and classification of monotonic emphysema patterns with a multi-class hierarchical approach.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
2013
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
2012
Aorta segmentation with a 3D level set approach and quantification of aortic calcifications in non-contrast chest CT.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
2011
Centerline extraction with principal curve tracing to improve 3D level set esophagus segmentation in CT images.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
2010
3D level set esophagus segmentation in thoracic CT images using spatial, appearance and shape models.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
2009
Localizing the Dermis/Epidermis Boundary in Reflectance Confocal Microscopy Images with a Hybrid Classification Algorithm.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
2008
Detection of the dermis/epidermis boundary in reflectance confocal images using multi-scale classifier with adaptive texture features.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008