Ilker Hacihaliloglu

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 63

Top Topics

Medical Image Segmentation

Diffusion Models

Medical Image Analysis

Top Venues

Int. J. Comput. Assist. Radiol. Surg.

Medical Imaging: Image-Guided Procedures

Publications

Yasamin Medghalchi, Niloufar Zakariaei, Arman Rahmim, Ilker Hacihaliloglu
MEDDAP: Medical Dataset Enhancement via Diversified Augmentation Pipeline. CoRR (2024)
Pooria Ashrafian, Milad Yazdani, Moein Heidari, Dena Shahriari, Ilker Hacihaliloglu
Vision-Language Synthetic Data Enhances Echocardiography Downstream Tasks. CoRR (2024)
Moein Heidari, Reza Azad, Sina Ghorbani Kolahi, René Arimond, Leon Niggemeier, Alaa Sulaiman, Afshin Bozorgpour, Ehsan Khodapanah Aghdam, Amirhossein Kazerouni, Ilker Hacihaliloglu, Dorit Merhof
Enhancing Efficiency in Vision Transformer Networks: Design Techniques and Insights. CoRR (2024)
Sina Ghorbani Kolahi, Seyed Kamal Chaharsooghi, Toktam Khatibi, Afshin Bozorgpour, Reza Azad, Moein Heidari, Ilker Hacihaliloglu, Dorit Merhof
MSA2Net: Multi-scale Adaptive Attention-guided Network for Medical Image Segmentation. CoRR (2024)
Moein Heidari, Sina Ghorbani Kolahi, Sanaz Karimijafarbigloo, Bobby Azad, Afshin Bozorgpour, Soheila Hatami, Reza Azad, Ali Diba, Ulas Bagci, Dorit Merhof, Ilker Hacihaliloglu
Computation-Efficient Era: A Comprehensive Survey of State Space Models in Medical Image Analysis. CoRR (2024)
Aimon Rahman, Jeya Maria Jose Valanarasu, Ilker Hacihaliloglu, Vishal M. Patel
Ambiguous Medical Image Segmentation Using Diffusion Models. CVPR (2023)
Amirhossein Kazerouni, Ehsan Khodapanah Aghdam, Moein Heidari, Reza Azad, Mohsen Fayyaz, Ilker Hacihaliloglu, Dorit Merhof
Diffusion models in medical imaging: A comprehensive survey. Medical Image Anal. 88 (2023)
Aimon Rahman, Jeya Maria Jose Valanarasu, Ilker Hacihaliloglu, Vishal M. Patel
Ambiguous Medical Image Segmentation using Diffusion Models. CoRR (2023)
Xiao Qi, David J. Foran, John L. Nosher, Ilker Hacihaliloglu
Multi-Scale Feature Fusion using Parallel-Attention Block for COVID-19 Chest X-ray Diagnosis. CoRR (2023)
Aimon Rahman, Jeya Maria Jose Valanarasu, Ilker Hacihaliloglu, Vishal M. Patel
Simultaneous Bone and Shadow Segmentation Network Using Task Correspondence Consistency. MICCAI (4) (2022)
Jeya Maria Jose Valanarasu, Vishwanath A. Sindagi, Ilker Hacihaliloglu, Vishal M. Patel
KiU-Net: Overcomplete Convolutional Architectures for Biomedical Image and Volumetric Segmentation. IEEE Trans. Medical Imaging 41 (4) (2022)
Xiao Qi, David J. Foran, John L. Nosher, Ilker Hacihaliloglu
Multi-Feature Vision Transformer via Self-Supervised Representation Learning for Improvement of COVID-19 Diagnosis. MILLanD@MICCAI (2022)
Aimon Rahman, Jeya Maria Jose Valanarasu, Ilker Hacihaliloglu, Vishal M. Patel
Simultaneous Bone and Shadow Segmentation Network using Task Correspondence Consistency. CoRR (2022)
Aimon Rahman, Wele Gedara Chaminda Bandara, Jeya Maria Jose Valanarasu, Ilker Hacihaliloglu, Vishal M. Patel
Orientation-Guided Graph Convolutional Network for Bone Surface Segmentation. MICCAI (5) (2022)
Aimon Rahman, Wele Gedara Chaminda Bandara, Jeya Maria Jose Valanarasu, Ilker Hacihaliloglu, Vishal M. Patel
Orientation-guided Graph Convolutional Network for Bone Surface Segmentation. CoRR (2022)
Amirhossein Kazerouni, Ehsan Khodapanah Aghdam, Moein Heidari, Reza Azad, Mohsen Fayyaz, Ilker Hacihaliloglu, Dorit Merhof
Diffusion Models for Medical Image Analysis: A Comprehensive Survey. CoRR (2022)
Xiao Qi, David J. Foran, John L. Nosher, Ilker Hacihaliloglu
Multi-Feature Vision Transformer via Self-Supervised Representation Learning for Improvement of COVID-19 Diagnosis. CoRR (2022)
Xiao Qi, Lloyd G. Brown, David J. Foran, John L. Nosher, Ilker Hacihaliloglu
Chest X-ray image phase features for improved diagnosis of COVID-19 using convolutional neural network. Int. J. Comput. Assist. Radiol. Surg. 16 (2) (2021)
Cosmas Mwikirize, Alvin B. Kimbowa, Sylvia Imanirakiza, Andrew Katumba, John L. Nosher, Ilker Hacihaliloglu
Time-aware deep neural networks for needle tip localization in 2D ultrasound. Int. J. Comput. Assist. Radiol. Surg. 16 (5) (2021)
Jeya Maria Jose Valanarasu, Poojan Oza, Ilker Hacihaliloglu, Vishal M. Patel
Medical Transformer: Gated Axial-Attention for Medical Image Segmentation. CoRR (2021)
Hui Che, Jared Radbel, Jag Sunderram, John L. Nosher, Vishal M. Patel, Ilker Hacihaliloglu
Multi-feature Multi-Scale CNN-Derived COVID-19 Classification from Lung Ultrasound Data. EMBC (2021)
Xiao Qi, David J. Foran, John L. Nosher, Ilker Hacihaliloglu
Multi-Feature Semi-Supervised Learning for COVID-19 Diagnosis from Chest X-Ray Images. MLMI@MICCAI (2021)
Hui Che, Lloyd G. Brown, David J. Foran, John L. Nosher, Ilker Hacihaliloglu
Liver disease classification from ultrasound using multi-scale CNN. Int. J. Comput. Assist. Radiol. Surg. 16 (9) (2021)
Hui Che, Sumana Ramanathan, David J. Foran, John L. Nosher, Vishal M. Patel, Ilker Hacihaliloglu
Realistic Ultrasound Image Synthesis for Improved Classification of Liver Disease. ASMUS@MICCAI (2021)
Hui Che, Sumana Ramanathan, David J. Foran, John L. Nosher, Vishal M. Patel, Ilker Hacihaliloglu
Realistic Ultrasound Image Synthesis for Improved Classification of Liver Disease. CoRR (2021)
Jeya Maria Jose Valanarasu, Poojan Oza, Ilker Hacihaliloglu, Vishal M. Patel
Medical Transformer: Gated Axial-Attention for Medical Image Segmentation. MICCAI (1) (2021)
Jeya Maria Jose Valanarasu, Vishwanath A. Sindagi, Ilker Hacihaliloglu, Vishal M. Patel
KiU-Net: Overcomplete Convolutional Architectures for Biomedical Image and Volumetric Segmentation. CoRR (2020)
Stamatia Giannarou, Ilker Hacihaliloglu
IJCARS - IPCAI 2020 special issue: 11th conference on information processing for computer-assisted interventions - part 1. Int. J. Comput. Assist. Radiol. Surg. 15 (5) (2020)
V. Jeya Maria Jose, Vishwanath Sindagi, Ilker Hacihaliloglu, Vishal M. Patel
KiU-Net: Towards Accurate Segmentation of Biomedical Images using Over-complete Representations. CoRR (2020)
Ahmed Z. Alsinan, Vishal M. Patel, Ilker Hacihaliloglu
Bone shadow segmentation from ultrasound data for orthopedic surgery using GAN. Int. J. Comput. Assist. Radiol. Surg. 15 (9) (2020)
Puyang Wang, Michael Vives, Vishal M. Patel, Ilker Hacihaliloglu
Robust Bone Shadow Segmentation from 2D Ultrasound Through Task Decomposition. MICCAI (6) (2020)
Jeya Maria Jose Valanarasu, Rajeev Yasarla, Puyang Wang, Ilker Hacihaliloglu, Vishal M. Patel
Learning to Segment Brain Anatomy From 2D Ultrasound With Less Data. IEEE J. Sel. Top. Signal Process. 14 (6) (2020)
Puyang Wang, Michael Vives, Vishal M. Patel, Ilker Hacihaliloglu
Robust real-time bone surfaces segmentation from ultrasound using a local phase tensor-guided CNN. Int. J. Comput. Assist. Radiol. Surg. 15 (7) (2020)
Jeya Maria Jose Valanarasu, Vishwanath A. Sindagi, Ilker Hacihaliloglu, Vishal M. Patel
KiU-Net: Towards Accurate Segmentation of Biomedical Images Using Over-Complete Representations. MICCAI (4) (2020)
Ahmed Z. Alsinan, Charles Rule, Michael Vives, Vishal M. Patel, Ilker Hacihaliloglu
GAN-Based Realistic Bone Ultrasound Image and Label Synthesis for Improved Segmentation. MICCAI (6) (2020)
Xiao Qi, Lloyd G. Brown, David J. Foran, Ilker Hacihaliloglu
Chest X-ray Image Phase Features for Improved Diagnosis of COVID-19 Using Convolutional Neural Network. CoRR (2020)
Hridayi Patel, Ilker Hacihaliloglu
Improved Automatic Bone Segmentation Using Large-Scale Simulated Ultrasound Data to Segment Real Ultrasound Bone Surface Data. BIBE (2020)
Cosmas Mwikirize, John L. Nosher, Ilker Hacihaliloglu
Learning needle tip localization from digital subtraction in 2D ultrasound. Int. J. Comput. Assist. Radiol. Surg. 14 (6) (2019)
V. Jeya Maria Jose, Rajeev Yasarla, Puyang Wang, Ilker Hacihaliloglu, Vishal M. Patel
Learning to Segment Brain Anatomy from 2D Ultrasound with Less Data. CoRR (2019)
Prajna Ramesh Desai, Ilker Hacihaliloglu
Knee-Cartilage Segmentation and Thickness Measurement from 2D Ultrasound. J. Imaging 5 (4) (2019)
Cosmas Mwikirize, John L. Nosher, Ilker Hacihaliloglu
Single Shot Needle Tip Localization in 2D Ultrasound. MICCAI (5) (2019)
Ahmed Z. Alsinan, Vishal M. Patel, Ilker Hacihaliloglu
Automatic segmentation of bone surfaces from ultrasound using a filter-layer-guided CNN. Int. J. Comput. Assist. Radiol. Surg. 14 (5) (2019)
Jian Ren, Ilker Hacihaliloglu, Eric A. Singer, David J. Foran, Xin Qi
Adversarial Domain Adaptation for Classification of Prostate Histopathology Whole-Slide Images. CoRR (2018)
Jian Ren, Ilker Hacihaliloglu, Eric A. Singer, David J. Foran, Xin Qi
Adversarial Domain Adaptation for Classification of Prostate Histopathology Whole-Slide Images. MICCAI (2) (2018)
Puyang Wang, Nick G. Cuccolo, Rachana Tyagi, Ilker Hacihaliloglu, Vishal M. Patel
Automatic real-time CNN-based neonatal brain ventricles segmentation. ISBI (2018)
Puyang Wang, Vishal M. Patel, Ilker Hacihaliloglu
Simultaneous Segmentation and Classification of Bone Surfaces from Ultrasound Using a Multi-feature Guided CNN. MICCAI (4) (2018)
Cosmas Mwikirize, John L. Nosher, Ilker Hacihaliloglu
Signal attenuation maps for needle enhancement and localization in 2D ultrasound. Int. J. Comput. Assist. Radiol. Surg. 13 (3) (2018)
Cosmas Mwikirize, John L. Nosher, Ilker Hacihaliloglu
Convolution neural networks for real-time needle detection and localization in 2D ultrasound. Int. J. Comput. Assist. Radiol. Surg. 13 (5) (2018)
Prajna Ramesh Desai, Ilker Hacihaliloglu
Enhancement and automated segmentation of ultrasound knee cartilage for early diagnosis of knee osteoarthritis. ISBI (2018)
Puyang Wang, Vishal M. Patel, Ilker Hacihaliloglu
Simultaneous Segmentation and Classification of Bone Surfaces from Ultrasound Using a Multi-feature Guided CNN. CoRR (2018)
Soheil Ghafurian, Ilker Hacihaliloglu, Dimitris N. Metaxas, Virak Tan, Kang Li
3D/2D image registration method for joint motion analysis using low-quality images from mini C-arm machines. Medical Imaging: Image-Guided Procedures (2017)
Ilker Hacihaliloglu
Localization of Bone Surfaces from Ultrasound Data Using Local Phase Information and Signal Transmission Maps. MSKI@MICCAI (2017)
Cosmas Mwikirize, John L. Nosher, Ilker Hacihaliloglu
Local Phase-Based Learning for Needle Detection and Localization in 3D Ultrasound. CARE/CLIP@MICCAI (2017)
Ilker Hacihaliloglu
Enhancement of bone shadow region using local phase-based ultrasound transmission maps. Int. J. Comput. Assist. Radiol. Surg. 12 (6) (2017)
Soheil Ghafurian, Ilker Hacihaliloglu, Dimitris N. Metaxas, Virak Tan, Kang Li
A computationally efficient 3D/2D registration method based on image gradient direction probability density function. Neurocomputing 229 (2017)
Mikhiel Lim, Ilker Hacihaliloglu
Segmentation of knee MRI using structure enhanced local phase filtering. Medical Imaging: Computer-Aided Diagnosis (2016)
Cosmas Mwikirize, John L. Nosher, Ilker Hacihaliloglu
Enhancement of Needle Tip and Shaft from 2D Ultrasound Using Signal Transmission Maps. MICCAI (1) (2016)
Soheil Ghafurian, Ilker Hacihaliloglu, Dimitris N. Metaxas, Virak Tan, Kang Li
3D/2D image registration using weighted histogram of gradient directions. Medical Imaging: Image-Guided Procedures (2015)
Ilker Hacihaliloglu, Parmida Beigi, Gary C. Ng, Robert N. Rohling, Septimiu E. Salcudean, Purang Abolmaesumi
Projection-Based Phase Features for Localization of a Needle Tip in 2D Curvilinear Ultrasound. MICCAI (1) (2015)
Ilker Hacihaliloglu, Pierre Guy, Antony J. Hodgson, Rafeef Abugharbieh
Automatic extraction of bone surfaces from 3D ultrasound images in orthopaedic trauma cases. Int. J. Comput. Assist. Radiol. Surg. 10 (8) (2015)
Simrin Nagpal, Purang Abolmaesumi, Abtin Rasoulian, Ilker Hacihaliloglu, Tamas Ungi, Jill Osborn, Victoria A. Lessoway, John F. Rudan, Melanie Jaeger, Robert N. Rohling, Dan P. Borschneck, Parvin Mousavi
A multi-vertebrae CT to US registration of the lumbar spine in clinical data. Int. J. Comput. Assist. Radiol. Surg. 10 (9) (2015)
Emran Mohammad Abu Anas, Alexander Seitel, Abtin Rasoulian, Paul St. John, David R. Pichora, Kathryn Darras, David R. Wilson, Victoria A. Lessoway, Ilker Hacihaliloglu, Parvin Mousavi, Robert Rohling, Purang Abolmaesumi
Bone enhancement in ultrasound using local spectrum variations for guiding percutaneous scaphoid fracture fixation procedures. Int. J. Comput. Assist. Radiol. Surg. 10 (6) (2015)
Emran Mohammad Abu Anas, Abtin Rasoulian, Paul St. John, David R. Pichora, Parvin Mousavi, Victoria A. Lessoway, Alexander Seitel, Ilker Hacihaliloglu, Robert Rohling, Purang Abolmaesumi
Scaphoid fracture fixation: localization of bones through statistical model to ultrasound registration. Medical Imaging: Image-Guided Procedures (2015)
Ilker Hacihaliloglu, Abtin Rasoulian, Robert Rohling, Purang Abolmaesumi
Local Phase Tensor Features for 3-D Ultrasound to Statistical Shape+Pose Spine Model Registration. IEEE Trans. Medical Imaging 33 (11) (2014)
Simrin Nagpal, Purang Abolmaesumi, Abtin Rasoulian, Tamas Ungi, Ilker Hacihaliloglu, Jill Osborn, Dan P. Borschneck, Victoria A. Lessoway, Robert Rohling, Parvin Mousavi
CT to US Registration of the Lumbar Spine: A Clinical Feasibility Study. IPCAI (2014)
Simrin Nagpal, Ilker Hacihaliloglu, Tamas Ungi, Abtin Rasoulian, Jill Osborn, Victoria A. Lessoway, Robert N. Rohling, Daniel P. Borschneck, Purang Abolmaesumi, Parvin Mousavi
A global CT to US registration of the lumbar spine. Medical Imaging: Image-Guided Procedures (2014)
Ilker Hacihaliloglu, Abtin Rasoulian, Robert Rohling, Purang Abolmaesumi
Statistical Shape Model to 3D Ultrasound Registration for Spine Interventions Using Enhanced Local Phase Features. MICCAI (2) (2013)
Ilker Hacihaliloglu, David R. Wilson, Michael Gilbart, Michael A. Hunt, Purang Abolmaesumi
Non-iterative partial view 3D ultrasound to CT registration in ultrasound-guided computer-assisted orthopedic surgery. Int. J. Comput. Assist. Radiol. Surg. 8 (2) (2013)
Ilker Hacihaliloglu, David R. Wilson, Michael Gilbart, Michael A. Hunt, Purang Abolmaesumi
Non-iterative Multi-modal Partial View to Full View Image Registration Using Local Phase-Based Image Projections. IPCAI (2012)
Ilker Hacihaliloglu, Anna Brounstein, Pierre Guy, Antony J. Hodgson, Rafeef Abugharbieh
3D Ultrasound-CT Registration in Orthopaedic Trauma Using GMM Registration with Optimized Particle Simulation-Based Data Reduction. MICCAI (2) (2012)
Anna Brounstein, Ilker Hacihaliloglu, Pierre Guy, Antony J. Hodgson, Rafeef Abugharbieh
Towards Real-Time 3D US to CT Bone Image Registration Using Phase and Curvature Feature Based GMM Matching. MICCAI (1) (2011)
Rupin Dalvi, Ilker Hacihaliloglu, Rafeef Abugharbieh
3D ultrasound volume stitching using phase symmetry and harris corner detection for orthopaedic applications. Medical Imaging: Image Processing (2010)
Ilker Hacihaliloglu, Rafeef Abugharbieh, Antony J. Hodgson, Robert Rohling
Automatic Data-Driven Parameterization for Phase-Based Bone Localization in US Using Log-Gabor Filters. ISVC (1) (2009)
Ilker Hacihaliloglu, Rafeef Abugharbieh, Antony J. Hodgson, Robert Rohling
Bone Segmentation and Fracture Detection in Ultrasound Using 3D Local Phase Features. MICCAI (1) (2008)