Sila Kurugol

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 28

Top Topics

Diffusion Weighted Mri

Contrast Enhanced

Diffusion Models

Top Venues

Medical Image Anal.

DLMIA/ML-CDS@MICCAI

Publications

Noga Kertes, Yael Zaffrani-Reznikov, Onur Afacan, Sila Kurugol, Simon K. Warfield, Moti Freiman
IVIM-Morph: Motion-compensated quantitative Intra-voxel Incoherent Motion (IVIM) analysis for functional fetal lung maturity assessment from diffusion-weighted MRI data. CoRR (2024)
Serge Vasylechko Didenko, Simon K. Warfield, Sila Kurugol, Onur Afacan
Improved myelin water fraction mapping with deep neural networks using synthetically generated 3D data. Medical Image Anal. 91 (2024)
Shaoju Wu, Sila Kurugol, Andy Tsai
Improving the radiographic image analysis of the classic metaphyseal lesion via conditional diffusion models. Medical Image Anal. 97 (2024)
Shaoju Wu, Sila Kurugol, Andy Tsai
Masked Conditional Diffusion Models for Image Analysis with Application to Radiographic Diagnosis of Infant Abuse. CoRR (2023)
Serge Vasylechko, Onur Afacan, Sila Kurugol
Self Supervised Denoising Diffusion Probabilistic Models for Abdominal DW-MRI. CDMRI@MICCAI (2023)
Shaoju Wu, Sila Kurugol, Andy Tsai
Masked Conditional Diffusion Models for Image Analysis with Application to Radiographic Diagnosis of Infant Abuse. DALI@MICCAI (2023)
Can Taylan Sari, Sila Kurugol, Onur Afacan, Simon K. Warfield
CORPS: Cost-free Rigorous Pseudo-labeling based on Similarity-ranking for Brain MRI Segmentation. CoRR (2022)
Noam Korngut, Elad Rotman, Onur Afacan, Sila Kurugol, Yael Zaffrani-Reznikov, Shira Nemirovsky-Rotman, Simon K. Warfield, Moti Freiman
SUPER-IVIM-DC: Intra-voxel incoherent motion based Fetal lung maturity assessment from limited DWI data using supervised learning coupled with data-consistency. CoRR (2022)
Yael Zaffrani-Reznikov, Onur Afacan, Sila Kurugol, Simon K. Warfield, Moti Freiman
qDWI-Morph: Motion-Compensated Quantitative Diffusion-Weighted MRI Analysis for Fetal Lung Maturity Assessment. ECCV Workshops (3) (2022)
Noam Korngut, Elad Rotman, Onur Afacan, Sila Kurugol, Yael Zaffrani-Reznikov, Shira Nemirovsky-Rotman, Simon K. Warfield, Moti Freiman
SUPER-IVIM-DC: Intra-voxel Incoherent Motion Based Fetal Lung Maturity Assessment from Limited DWI Data Using Supervised Learning Coupled with Data-Consistency. MICCAI (2) (2022)
Serge Vasylechko Didenko, Simon K. Warfield, Sila Kurugol, Onur Afacan
SynthMap: a generative model for synthesis of 3D datasets for quantitative MRI parameter mapping of myelin water fraction. MIDL (2022)
Yael Zaffrani-Reznikov, Onur Afacan, Sila Kurugol, Simon K. Warfield, Moti Freiman
qDWI-Morph: Motion-compensated quantitative Diffusion-Weighted MRI analysis for fetal lung maturity assessment. CoRR (2022)
Aziz Koçanaogullari, Cemre Ariyurek, Onur Afacan, Sila Kurugol
Learning the Regularization in DCE-MR Image Reconstruction for Functional Imaging of Kidneys. IEEE Access 10 (2022)
Barbara Villarini, Hykoush Asaturyan, Sila Kurugol, Onur Afacan, Jimmy D. Bell, E. Louise Thomas
3D Deep Learning for Anatomical Structure Segmentation in Multiple Imaging Modalities. CBMS (2021)
Jaume Coll-Font, Onur Afacan, Jeanne Chow, Richard S. Lee, Simon K. Warfield, Sila Kurugol
Modeling dynamic radial contrast enhanced MRI with linear time invariant systems for motion correction in quantitative assessment of kidney function. Medical Image Anal. 67 (2021)
Hykoush Asaturyan, Barbara Villarini, Karen Sarao, Jeanne Chow, Onur Afacan, Sila Kurugol
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 21 (23) (2021)
Aziz Koçanaogullari, Cemre Ariyurek, Onur Afacan, Sila Kurugol
Learning the Regularization in DCE-MR Image Reconstruction for Functional Imaging of Kidneys. CoRR (2021)
Aliasghar Mortazi, Naji Khosravan, Drew A. Torigian, Sila Kurugol, Ulas Bagci
Weakly Supervised Segmentation by A Deep Geodesic Prior. CoRR (2019)
Aliasghar Mortazi, Naji Khosravan, Drew A. Torigian, Sila Kurugol, Ulas Bagci
Weakly Supervised Segmentation by a Deep Geodesic Prior. MLMI@MICCAI (2019)
Jamshid Sourati, Ali Gholipour, Jennifer G. Dy, Xavier Tomas-Fernandez, Sila Kurugol, Simon K. Warfield
Intelligent Labeling Based on Fisher Information for Medical Image Segmentation Using Deep Learning. IEEE Trans. Medical Imaging 38 (11) (2019)
Jaume Coll-Font, Onur Afacan, Jeanne Chow, Sila Kurugol
Linear Time Invariant Model Based Motion Correction (LiMo-MoCo) of Dynamic Radial Contrast Enhanced MRI. MICCAI (2) (2019)
Yechiel Lamash, Sila Kurugol, Simon K. Warfield
Semi-automated Extraction of Crohns Disease MR Imaging Markers Using a 3D Residual CNN with Distance Prior. DLMIA/ML-CDS@MICCAI (2018)
Jamshid Sourati, Ali Gholipour, Jennifer G. Dy, Sila Kurugol, Simon K. Warfield
Active Deep Learning with Fisher Information for Patch-Wise Semantic Segmentation. DLMIA/ML-CDS@MICCAI (2018)
Marzieh Haghighi, Simon K. Warfield, Sila Kurugol
Automatic renal segmentation in DCE-MRI using convolutional neural networks. ISBI (2018)
Sila Kurugol, Moti Freiman, Onur Afacan, Liran Domachevsky, Jeannette M. Perez-Rossello, Michael J. Callahan, Simon K. Warfield
Motion-robust parameter estimation in abdominal diffusion-weighted MRI by simultaneous image registration and model estimation. Medical Image Anal. 39 (2017)
Sila Kurugol, Bahram Marami, Onur Afacan, Simon K. Warfield, Ali Gholipour
Motion-Robust Spatially Constrained Parameter Estimation in Renal Diffusion-Weighted MRI by 3D Motion Tracking and Correction of Sequential Slices. CMMI/RAMBO/SWITCH@MICCAI (2017)
Marzieh Haghighi, Simon K. Warfield, Sila Kurugol
Automatic Renal Segmentation in DCE-MRI using Convolutional Neural Networks. CoRR (2017)
Sila Kurugol, Moti Freiman, Onur Afacan, Jeannette M. Perez-Rossello, Michael J. Callahan, Simon K. Warfield
Spatially-constrained probability distribution model of incoherent motion (SPIM) for abdominal diffusion-weighted MRI. Medical Image Anal. 32 (2016)
Vahid Taimouri, Sila Kurugol, Sean Clancy, Moti Freiman, Simon K. Warfield
Structural and diffusion weighted MRI registration for biomarker fusion in Crohn's disease diagnosis. ISBI (2015)
Sila Kurugol, Moti Freiman, Onur Afacan, Liran Domachevsky, Jeannette M. Perez-Rossello, Michael J. Callahan, Simon K. Warfield
Motion Compensated Abdominal Diffusion Weighted MRI by Simultaneous Image Registration and Model Estimation (SIR-ME). MICCAI (3) (2015)
Sila Kurugol, George R. Washko, Raúl San José Estépar
Ranking and classification of monotonic emphysema patterns with a multi-class hierarchical approach. ISBI (2014)
Sila Kurugol, Moti Freiman, Onur Afacan, Jeannette M. Perez-Rossello, Michael J. Callahan, Simon K. Warfield
Spatially-Constrained Probability Distribution Model of Incoherent Motion (SPIM) in Diffusion Weighted MRI Signals of Crohn's Disease. ABDI@MICCAI (2014)
Teresa Zulueta-Coarasa, Sila Kurugol, James C. Ross, George R. Washko, Raúl San José Estépar
Emphysema classification based on embedded probabilistic PCA. EMBC (2013)
Sila Kurugol, Raúl San José Estépar, James C. Ross, George R. Washko
Aorta segmentation with a 3D level set approach and quantification of aortic calcifications in non-contrast chest CT. EMBC (2012)
Sila Kurugol, Erhan Bas, Deniz Erdogmus, Jennifer G. Dy, Gregory C. Sharp, Dana H. Brooks
Centerline extraction with principal curve tracing to improve 3D level set esophagus segmentation in CT images. EMBC (2011)
Sila Kurugol, Jennifer G. Dy, Gregory C. Sharp, Dana H. Brooks
3D level set esophagus segmentation in thoracic CT images using spatial, appearance and shape models. ISBI (2010)
Sila Kurugol, Necmiye Ozay, Jennifer G. Dy, Gregory C. Sharp, Dana H. Brooks
Locally Deformable Shape Model to Improve 3D Level Set Based Esophagus Segmentation. ICPR (2010)
Sila Kurugol, Jennifer G. Dy, Milind Rajadhyaksha, Dana H. Brooks
Localizing the Dermis/Epidermis Boundary in Reflectance Confocal Microscopy Images with a Hybrid Classification Algorithm. ISBI (2009)
Sila Kurugol, Jennifer G. Dy, Milind Rajadhyaksha, Dana H. Brooks
Detection of the dermis/epidermis boundary in reflectance confocal images using multi-scale classifier with adaptive texture features. ISBI (2008)