Ilker Hacihaliloglu

Orcid: 0000-0003-3232-8193

According to our database1, Ilker Hacihaliloglu authored at least 68 papers between 2008 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Single-Layer Learnable Activation for Implicit Neural Representation (SL<sup>2</sup>A-INR).
CoRR, 2024

Implicit Neural Representations with Fourier Kolmogorov-Arnold Networks.
CoRR, 2024

MSA2Net: Multi-scale Adaptive Attention-guided Network for Medical Image Segmentation.
CoRR, 2024

Computation-Efficient Era: A Comprehensive Survey of State Space Models in Medical Image Analysis.
CoRR, 2024

Enhancing Efficiency in Vision Transformer Networks: Design Techniques and Insights.
CoRR, 2024

Vision-Language Synthetic Data Enhances Echocardiography Downstream Tasks.
CoRR, 2024

MEDDAP: Medical Dataset Enhancement via Diversified Augmentation Pipeline.
CoRR, 2024

Do High-Performance Image-to-Image Translation Networks Enable the Discovery of Radiomic Features? Application to MRI Synthesis from Ultrasound in Prostate Cancer.
Proceedings of the Simplifying Medical Ultrasound - 5th International Workshop, 2024

2023
Diffusion models in medical imaging: A comprehensive survey.
Medical Image Anal., August, 2023

Multi-Scale Feature Fusion using Parallel-Attention Block for COVID-19 Chest X-ray Diagnosis.
CoRR, 2023

Ambiguous Medical Image Segmentation Using Diffusion Models.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
KiU-Net: Overcomplete Convolutional Architectures for Biomedical Image and Volumetric Segmentation.
IEEE Trans. Medical Imaging, 2022

Diffusion Models for Medical Image Analysis: A Comprehensive Survey.
CoRR, 2022

Simultaneous Bone and Shadow Segmentation Network Using Task Correspondence Consistency.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Orientation-Guided Graph Convolutional Network for Bone Surface Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Multi-Feature Vision Transformer via Self-Supervised Representation Learning for Improvement of COVID-19 Diagnosis.
Proceedings of the Medical Image Learning with Limited and Noisy Data, 2022

2021
Chest X-ray image phase features for improved diagnosis of COVID-19 using convolutional neural network.
Int. J. Comput. Assist. Radiol. Surg., 2021

Time-aware deep neural networks for needle tip localization in 2D ultrasound.
Int. J. Comput. Assist. Radiol. Surg., 2021

Liver disease classification from ultrasound using multi-scale CNN.
Int. J. Comput. Assist. Radiol. Surg., 2021

Medical Transformer: Gated Axial-Attention for Medical Image Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Multi-Feature Semi-Supervised Learning for COVID-19 Diagnosis from Chest X-Ray Images.
Proceedings of the Machine Learning in Medical Imaging - 12th International Workshop, 2021

Realistic Ultrasound Image Synthesis for Improved Classification of Liver Disease.
Proceedings of the Simplifying Medical Ultrasound - Second International Workshop, 2021

Multi-feature Multi-Scale CNN-Derived COVID-19 Classification from Lung Ultrasound Data.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020
Learning to Segment Brain Anatomy From 2D Ultrasound With Less Data.
IEEE J. Sel. Top. Signal Process., 2020

Chest X-ray Image Phase Features for Improved Diagnosis of COVID-19 Using Convolutional Neural Network.
CoRR, 2020

KiU-Net: Towards Accurate Segmentation of Biomedical Images using Over-complete Representations.
CoRR, 2020

Robust real-time bone surfaces segmentation from ultrasound using a local phase tensor-guided CNN.
Int. J. Comput. Assist. Radiol. Surg., 2020

IJCARS - IPCAI 2020 special issue: 11th conference on information processing for computer-assisted interventions - part 1.
Int. J. Comput. Assist. Radiol. Surg., 2020

Bone shadow segmentation from ultrasound data for orthopedic surgery using GAN.
Int. J. Comput. Assist. Radiol. Surg., 2020

Robust Bone Shadow Segmentation from 2D Ultrasound Through Task Decomposition.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

KiU-Net: Towards Accurate Segmentation of Biomedical Images Using Over-Complete Representations.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

GAN-Based Realistic Bone Ultrasound Image and Label Synthesis for Improved Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Improved Automatic Bone Segmentation Using Large-Scale Simulated Ultrasound Data to Segment Real Ultrasound Bone Surface Data.
Proceedings of the 20th IEEE International Conference on Bioinformatics and Bioengineering, 2020

2019
Knee-Cartilage Segmentation and Thickness Measurement from 2D Ultrasound.
J. Imaging, 2019

Learning to Segment Brain Anatomy from 2D Ultrasound with Less Data.
CoRR, 2019

Learning needle tip localization from digital subtraction in 2D ultrasound.
Int. J. Comput. Assist. Radiol. Surg., 2019

Automatic segmentation of bone surfaces from ultrasound using a filter-layer-guided CNN.
Int. J. Comput. Assist. Radiol. Surg., 2019

Single Shot Needle Tip Localization in 2D Ultrasound.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

2018
Convolution neural networks for real-time needle detection and localization in 2D ultrasound.
Int. J. Comput. Assist. Radiol. Surg., 2018

Signal attenuation maps for needle enhancement and localization in 2D ultrasound.
Int. J. Comput. Assist. Radiol. Surg., 2018

Simultaneous Segmentation and Classification of Bone Surfaces from Ultrasound Using a Multi-feature Guided CNN.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Adversarial Domain Adaptation for Classification of Prostate Histopathology Whole-Slide Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Automatic real-time CNN-based neonatal brain ventricles segmentation.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

Enhancement and automated segmentation of ultrasound knee cartilage for early diagnosis of knee osteoarthritis.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

2017
A computationally efficient 3D/2D registration method based on image gradient direction probability density function.
Neurocomputing, 2017

Enhancement of bone shadow region using local phase-based ultrasound transmission maps.
Int. J. Comput. Assist. Radiol. Surg., 2017

3D/2D image registration method for joint motion analysis using low-quality images from mini C-arm machines.
Proceedings of the Medical Imaging 2017: Image-Guided Procedures, 2017

Local Phase-Based Learning for Needle Detection and Localization in 3D Ultrasound.
Proceedings of the Computer Assisted and Robotic Endoscopy and Clinical Image-Based Procedures, 2017

Localization of Bone Surfaces from Ultrasound Data Using Local Phase Information and Signal Transmission Maps.
Proceedings of the Computational Methods and Clinical Applications in Musculoskeletal Imaging, 2017

2016
Enhancement of Needle Tip and Shaft from 2D Ultrasound Using Signal Transmission Maps.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Segmentation of knee MRI using structure enhanced local phase filtering.
Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, California, United States, 27 February, 2016

2015
A multi-vertebrae CT to US registration of the lumbar spine in clinical data.
Int. J. Comput. Assist. Radiol. Surg., 2015

Automatic extraction of bone surfaces from 3D ultrasound images in orthopaedic trauma cases.
Int. J. Comput. Assist. Radiol. Surg., 2015

Bone enhancement in ultrasound using local spectrum variations for guiding percutaneous scaphoid fracture fixation procedures.
Int. J. Comput. Assist. Radiol. Surg., 2015

3D/2D image registration using weighted histogram of gradient directions.
Proceedings of the Medical Imaging 2015: Image-Guided Procedures, 2015

Scaphoid fracture fixation: localization of bones through statistical model to ultrasound registration.
Proceedings of the Medical Imaging 2015: Image-Guided Procedures, 2015

Projection-Based Phase Features for Localization of a Needle Tip in 2D Curvilinear Ultrasound.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

2014
Local Phase Tensor Features for 3-D Ultrasound to Statistical Shape+Pose Spine Model Registration.
IEEE Trans. Medical Imaging, 2014

A global CT to US registration of the lumbar spine.
Proceedings of the Medical Imaging 2014: Image-Guided Procedures, 2014

CT to US Registration of the Lumbar Spine: A Clinical Feasibility Study.
Proceedings of the Information Processing in Computer-Assisted Interventions, 2014

2013
Non-iterative partial view 3D ultrasound to CT registration in ultrasound-guided computer-assisted orthopedic surgery.
Int. J. Comput. Assist. Radiol. Surg., 2013

Statistical Shape Model to 3D Ultrasound Registration for Spine Interventions Using Enhanced Local Phase Features.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

2012
3D Ultrasound-CT Registration in Orthopaedic Trauma Using GMM Registration with Optimized Particle Simulation-Based Data Reduction.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Non-iterative Multi-modal Partial View to Full View Image Registration Using Local Phase-Based Image Projections.
Proceedings of the Information Processing in Computer-Assisted Interventions, 2012

2011
Towards Real-Time 3D US to CT Bone Image Registration Using Phase and Curvature Feature Based GMM Matching.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

2010
3D ultrasound volume stitching using phase symmetry and harris corner detection for orthopaedic applications.
Proceedings of the Medical Imaging 2010: Image Processing, 2010

2009
Automatic Data-Driven Parameterization for Phase-Based Bone Localization in US Using Log-Gabor Filters.
Proceedings of the Advances in Visual Computing, 5th International Symposium, 2009

2008
Bone Segmentation and Fracture Detection in Ultrasound Using 3D Local Phase Features.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008


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