Robert Rohling
Orcid: 0000-0001-9026-8147
According to our database1,
Robert Rohling
authored at least 159 papers
between 1993 and 2023.
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Bibliography
2023
Multi-Frequency 3D Shear Wave Absolute Vibro-Elastography (S-WAVE) System for the Prostate.
IEEE Trans. Medical Imaging, November, 2023
Proceedings of the Simplifying Medical Ultrasound - 4th International Workshop, 2023
2022
IEEE Trans. Medical Imaging, 2022
IEEE Trans. Medical Imaging, 2022
IEEE J. Biomed. Health Informatics, 2022
Breast Cancer Detection Using Multimodal Time Series Features From Ultrasound Shear Wave Absolute Vibro-Elastography.
IEEE J. Biomed. Health Informatics, 2022
CoRR, 2022
The Kidneys Are Not All Normal: Investigating the Speckle Distributions of Transplanted Kidneys.
CoRR, 2022
Multi-task UNet: Jointly Boosting Saliency Prediction and Disease Classification on Chest X-ray Images.
CoRR, 2022
Gaze-Guided Class Activation Mapping: Leveraging Human Attention for Network Attention in Chest X-rays Classification.
CoRR, 2022
Gaze-Guided Class Activation Mapping: Leverage Human Visual Attention for Network Attention in Chest X-rays Classification.
Proceedings of the 15th International Symposium on Visual Information Communication and Interaction, 2022
Jointly Boosting Saliency Prediction and Disease Classification on Chest X-ray Images with Multi-task UNet.
Proceedings of the Medical Image Understanding and Analysis - 26th Annual Conference, 2022
Speckle and Shadows: Ultrasound-specific Physics-based Data Augmentation for Kidney Segmentation.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2022
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Prediction of Kidney Transplant Function with Machine Learning from Computational Ultrasound Features.
Proceedings of the Simplifying Medical Ultrasound - Third International Workshop, 2022
2021
Three-Dimensional Multi-Frequency Shear Wave Absolute Vibro-Elastography (3D S-WAVE) With a Matrix Array Transducer: Implementation and Preliminary In Vivo Study of the Liver.
IEEE Trans. Medical Imaging, 2021
IEEE Trans. Medical Imaging, 2021
A multiparametric volumetric quantitative ultrasound imaging technique for soft tissue characterization.
Medical Image Anal., 2021
Int. J. Comput. Assist. Radiol. Surg., 2021
Int. J. Comput. Assist. Radiol. Surg., 2021
Automatic Placenta Abnormality Detection Using Convolutional Neural Networks on Ultrasound Texture.
Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis, 2021
Echo-Rhythm Net: Semi-Supervised Learning For Automatic Detection of Atrial Fibrillation in Echocardiography.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
2020
On Modelling Label Uncertainty in Deep Neural Networks: Automatic Estimation of Intra- Observer Variability in 2D Echocardiography Quality Assessment.
IEEE Trans. Medical Imaging, 2020
Automatic cine-based detection of patients at high risk of heart failure with reduced ejection fraction in echocardiograms.
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2020
Hand-eye coordination-based implicit re-calibration method for gaze tracking on ultrasound machines: a statistical approach.
Int. J. Comput. Assist. Radiol. Surg., 2020
Cardiac point-of-care to cart-based ultrasound translation using constrained CycleGAN.
Int. J. Comput. Assist. Radiol. Surg., 2020
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
3D Global Time-Delay Estimation for Shear-Wave Absolute Vibro-Elastography of the Placenta.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
2019
Adaptive Augmentation of Medical Data Using Independently Conditional Variational Auto-Encoders.
IEEE Trans. Medical Imaging, 2019
Cardiac Phase Detection in Echocardiograms With Densely Gated Recurrent Neural Networks and Global Extrema Loss.
IEEE Trans. Medical Imaging, 2019
A novel gaze-supported multimodal human-computer interaction for ultrasound machines.
Int. J. Comput. Assist. Radiol. Surg., 2019
Deep neural maps for unsupervised visualization of high-grade cancer in prostate biopsies.
Int. J. Comput. Assist. Radiol. Surg., 2019
Automatic biplane left ventricular ejection fraction estimation with mobile point-of-care ultrasound using multi-task learning and adversarial training.
Int. J. Comput. Assist. Radiol. Surg., 2019
Proceedings of the Medical Imaging 2019: Image-Guided Procedures, 2019
EpiGuide 2D: visibility assessment of a novel multi-channel out-of-plane needle guide for 2D point of care ultrasound.
Proceedings of the Medical Imaging 2019: Image-Guided Procedures, 2019
Echocardiography View Classification Using Quality Transfer Star Generative Adversarial Networks.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Echocardiography Segmentation by Quality Translation Using Anatomically Constrained CycleGAN.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Frame Rate Up-Conversion in Echocardiography Using a Conditioned Variational Autoencoder and Generative Adversarial Model.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
SWTV-ACE: Spatially Weighted Regularization Based Attenuation Coefficient Estimation Method for Hepatic Steatosis Detection.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
PredictUS: A Method to Extend the Resolution-Precision Trade-Off in Quantitative Ultrasound Image Reconstruction.
Proceedings of the Machine Learning for Medical Image Reconstruction, 2019
Dual-View Joint Estimation of Left Ventricular Ejection Fraction with Uncertainty Modelling in Echocardiograms.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
End-To-End Vertebra Localization and Level Detection in Weakly Labelled 3D Spinal Mr using Cascaded Neural Networks.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Semi-Supervised Learning For Cardiac Left Ventricle Segmentation Using Conditional Deep Generative Models as Prior.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Automated Placenta Segmentation with a Convolutional Neural Network Weighted by Acoustic Shadow Detection.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
2018
IEEE Trans. Medical Imaging, 2018
Automatic Localization of the Needle Target for Ultrasound-Guided Epidural Injections.
IEEE Trans. Medical Imaging, 2018
Medical Image Anal., 2018
ProjectAlign: a real-time ultrasound guidance system for spinal midline detection during epidural needle placement.
Proceedings of the Medical Imaging 2018: Image-Guided Procedures, 2018
Quantitative Echocardiography: Real-Time Quality Estimation and View Classification Implemented on a Mobile Android Device.
Proceedings of the Simulation, Image Processing, and Ultrasound Systems for Assisted Diagnosis and Navigation, 2018
A Unified Framework Integrating Recurrent Fully-Convolutional Networks and Optical Flow for Segmentation of the Left Ventricle in Echocardiography Data.
Proceedings of the Deep Learning in Medical Image Analysis - and - Multimodal Learning for Clinical Decision Support, 2018
Automatic Detection of Patients with a High Risk of Systolic Cardiac Failure in Echocardiography.
Proceedings of the Deep Learning in Medical Image Analysis - and - Multimodal Learning for Clinical Decision Support, 2018
Proceedings of the 6th International Conference on Learning Representations, 2018
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
2017
A Comparison of Finite Element-Based Inversion Algorithms, Local Frequency Estimation, and Direct Inversion Approach Used in MRE.
IEEE Trans. Medical Imaging, 2017
Simultaneous Analysis of 2D Echo Views for Left Atrial Segmentation and Disease Detection.
IEEE Trans. Medical Imaging, 2017
Correction to "Automatic Quality Assessment of Echocardiograms Using Convolutional Neural Networks: Feasibility on the Apical Four-Chamber View".
IEEE Trans. Medical Imaging, 2017
Automatic Quality Assessment of Echocardiograms Using Convolutional Neural Networks: Feasibility on the Apical Four-Chamber View.
IEEE Trans. Medical Imaging, 2017
Fabrication of Circuits on Flexible Substrates Using Conductive SU-8 for Sensing Applications.
Sensors, 2017
SLIDE: automatic spine level identification system using a deep convolutional neural network.
Int. J. Comput. Assist. Radiol. Surg., 2017
CASPER: computer-aided segmentation of imperceptible motion - a learning-based tracking of an invisible needle in ultrasound.
Int. J. Comput. Assist. Radiol. Surg., 2017
Model-based registration of preprocedure MR and intraprocedure US of the lumbar spine.
Int. J. Comput. Assist. Radiol. Surg., 2017
Automatic quality assessment of apical four-chamber echocardiograms using deep convolutional neural networks.
Proceedings of the Medical Imaging 2017: Image Processing, 2017
Proceedings of the Medical Imaging 2017: Image-Guided Procedures, 2017
Identification and tracking of vertebrae in ultrasound using deep networks with unsupervised feature learning.
Proceedings of the Medical Imaging 2017: Image-Guided Procedures, 2017
Proceedings of the Patch-Based Techniques in Medical Imaging, 2017
Deep Residual Recurrent Neural Networks for Characterisation of Cardiac Cycle Phase from Echocardiograms.
Proceedings of the Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support, 2017
Quality Assessment of Echocardiographic Cine Using Recurrent Neural Networks: Feasibility on Five Standard View Planes.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
2016
Automatic Segmentation of Wrist Bones in CT Using a Statistical Wrist Shape + Pose Model.
IEEE Trans. Medical Imaging, 2016
IEEE Trans. Biomed. Eng., 2016
Spectral analysis of the tremor motion for needle detection in curvilinear ultrasound via spatiotemporal linear sampling.
Int. J. Comput. Assist. Radiol. Surg., 2016
Joint registration of ultrasound, CT and a shape+pose statistical model of the lumbar spine for guiding anesthesia.
Int. J. Comput. Assist. Radiol. Surg., 2016
Registration of a statistical model to intraoperative ultrasound for scaphoid screw fixation.
Int. J. Comput. Assist. Radiol. Surg., 2016
Automatic detection of a hand-held needle in ultrasound via phased-based analysis of the tremor motion.
Proceedings of the Medical Imaging 2016: Image-Guided Procedures, Robotic Interventions, and Modeling, San Diego, California, United States, 27 February, 2016
Bone Enhancement in Ultrasound Based on 3D Local Spectrum Variation for Percutaneous Scaphoid Fracture Fixation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
Proceedings of the Medical Imaging and Augmented Reality - 7th International Conference, 2016
2015
IEEE Trans. Medical Imaging, 2015
Pico Lantern: Surface reconstruction and augmented reality in laparoscopic surgery using a pick-up laser projector.
Medical Image Anal., 2015
Int. J. Comput. Assist. Radiol. Surg., 2015
Real-time ultrasound image classification for spine anesthesia using local directional Hadamard features.
Int. J. Comput. Assist. Radiol. Surg., 2015
Int. J. Comput. Assist. Radiol. Surg., 2015
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
Deep learning for automatic localization, identification, and segmentation of vertebral bodies in volumetric MR images.
Proceedings of the Medical Imaging 2015: Image-Guided Procedures, 2015
Needle detection in ultrasound using the spectral properties of the displacement field: a feasibility study.
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
Fast Automatic Vertebrae Detection and Localization in Pathological CT Scans - A Deep Learning Approach.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5, 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 Generalized Correlation-Based Model for Out-of-Plane Motion Estimation in Freehand Ultrasound.
IEEE Trans. Medical Imaging, 2014
Proceedings of the Medical Imaging 2014: Image Processing, 2014
Semi-automatic segmentation of vertebral bodies in volumetric MR images using a statistical shape+pose model.
Proceedings of the Medical Imaging 2014: Image-Guided Procedures, 2014
Proceedings of the Medical Imaging 2014: Image-Guided Procedures, 2014
Proceedings of the Medical Imaging 2014: Image-Guided Procedures, 2014
Needle localization using a moving stylet/catheter in ultrasound-guided regional anesthesia: a feasibility study.
Proceedings of the Medical Imaging 2014: Image-Guided Procedures, 2014
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014
Proceedings of the Information Processing in Computer-Assisted Interventions, 2014
Proceedings of the Information Processing in Computer-Assisted Interventions, 2014
Filter-Based Speckle Tracking for Freehand Prostate Biopsy: Theory, ex vivo and in vivo Results.
Proceedings of the Information Processing in Computer-Assisted Interventions, 2014
2013
Lumbar Spine Segmentation Using a Statistical Multi-Vertebrae Anatomical Shape+Pose Model.
IEEE Trans. Medical Imaging, 2013
Curl-Based Finite Element Reconstruction of the Shear Modulus Without Assuming Local Homogeneity: Time Harmonic Case.
IEEE Trans. Medical Imaging, 2013
IEEE Trans. Biomed. Eng., 2013
Tissue Classification Using Ultrasound-Induced Variations in Acoustic Backscattering Features.
IEEE Trans. Biomed. Eng., 2013
An Augmented Reality System for Epidural Anesthesia (AREA): Prepuncture Identification of Vertebrae.
IEEE Trans. Biomed. Eng., 2013
Statistical unit root test for edge detection in ultrasound images of vessels and cysts.
J. Electronic Imaging, 2013
Proceedings of the Medical Imaging 2013: Image-Guided Procedures, 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
Calibration and Stereo Tracking of a Laparoscopic Ultrasound Transducer for Augmented Reality in Surgery.
Proceedings of the Augmented Reality Environments for Medical Imaging and Computer-Assisted Interventions, 2013
Adaptive compounding of synthetic aperture and compounded plane-wave imaging for fast ultrasonography.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Proceedings of the Information Processing in Computer-Assisted Interventions, 2013
2012
IEEE Trans. Medical Imaging, 2012
IEEE Trans. Medical Imaging, 2012
IEEE Trans. Medical Imaging, 2012
Probabilistic registration of an unbiased statistical shape model to ultrasound images of the spine.
Proceedings of the Medical Imaging 2012: Image-Guided Procedures, 2012
Proceedings of the Medical Imaging 2012: Image-Guided Procedures, 2012
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
Real-Time Quantitative Elasticity Imaging of Deep Tissue Using Free-Hand Conventional Ultrasound.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
Proceedings of the Information Processing in Computer-Assisted Interventions, 2012
Proceedings of the Information Processing in Computer-Assisted Interventions, 2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
2011
Travelling Wave Expansion: A Model Fitting Approach to the Inverse Problem of Elasticity Reconstruction.
IEEE Trans. Medical Imaging, 2011
Proceedings of the Medical Imaging 2011: Visualization, 2011
Alignment and calibration of high frequency ultrasound (HFUS) and optical coherence tomography (OCT) 1D transducers using a dual wedge-tri step phantom.
Proceedings of the Medical Imaging 2011: Visualization, 2011
3D Ocular Ultrasound Using Gaze Tracking on the Contralateral Eye: A Feasibility Study.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
Intra-operative "Pick-Up" Ultrasound for Robot Assisted Surgery with Vessel Extraction and Registration: A Feasibility Study.
Proceedings of the Information Processing in Computer-Assisted Interventions, 2011
Proceedings of the Information Processing in Computer-Assisted Interventions, 2011
2010
IEEE Trans. Biomed. Eng., 2010
Proceedings of the Medical Imaging 2010: Visualization, 2010
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
2009
IEEE Trans. Biomed. Eng., 2009
Comput. Medical Imaging Graph., 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
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
2007
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007
2006
An application of eyegaze tracking for designing radiologists' workstations: Insights for comparative visual search tasks.
ACM Trans. Appl. Percept., 2006
Medical Image Anal., 2006
Comput. Methods Programs Biomed., 2006
Proceedings of the Medical Imaging 2006: Visualization, 2006
2005
Evaluating Different Radiology Workstation Interaction Techniques with Radiologists and Laypersons.
J. Digit. Imaging, 2005
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005
2004
iScout: An Intelligent Scout for Accessing and Navigating Large Image Sets in a PACS.
J. Digit. Imaging, 2004
Automatic Detection and Removal of Fiducial Markers Embedded in Fluoroscopy Images for Online Calibration.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004
2003
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003
Approximation of the center and radius of C-arm images for automatic on-line camera calibration.
Proceedings of the CARS 2003. Computer Assisted Radiology and Surgery. Proceedings of the 17th International Congress and Exhibition, 2003
2002
Proceedings of the 13th IEEE Visualization Conference, 2002
1999
Medical Image Anal., 1999
Proceedings of the Information Processing in Medical Imaging, 1999
1998
Proceedings of the Sixth International Conference on Computer Vision (ICCV-98), 1998
1997
Medical Image Anal., 1997
Proceedings of the Information Processing in Medical Imaging, 1997
1996
Proceedings of the British Machine Vision Conference 1996, 1996
1994
Proceedings of the 1994 International Conference on Robotics and Automation, 1994
1993
Presence Teleoperators Virtual Environ., 1993
Presence Teleoperators Virtual Environ., 1993
Proceedings of the 1993 IEEE International Conference on Robotics and Automation, 1993