Sheng Xu

Orcid: 0000-0002-4462-6297

Affiliations:
  • National Institutes of Health, Bethesda, MD, USA
  • Philips Research North America , Briarcliff Manor, NY, USA (former)
  • Johns Hopkins University, Baltimore, MD, USA (former)


According to our database1, Sheng Xu authored at least 87 papers between 2001 and 2023.

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

Timeline

Legend:

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PhD thesis 
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Links

Online presence:

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Bibliography

2023
Shape description losses for medical image segmentation.
Mach. Vis. Appl., July, 2023

Ultrasound Volume Reconstruction From Freehand Scans Without Tracking.
IEEE Trans. Biomed. Eng., March, 2023

Patient-specific needle guidance templates drilled intraprocedurally for image guided intervention: feasibility study in swine.
Int. J. Comput. Assist. Radiol. Surg., March, 2023

Distance map supervised landmark localization for MR-TRUS registration.
Proceedings of the Medical Imaging 2023: Image Processing, 2023

Computer vision-based bronchoscope tracking and navigation tool.
Proceedings of the Medical Imaging 2023: Image-Guided Procedures, 2023

2022
Shadow-Consistent Semi-Supervised Learning for Prostate Ultrasound Segmentation.
IEEE Trans. Medical Imaging, 2022

Polar transform network for prostate ultrasound segmentation with uncertainty estimation.
Medical Image Anal., 2022

Cross-modal attention for multi-modal image registration.
Medical Image Anal., 2022

Rapid artificial intelligence solutions in a pandemic - The COVID-19-20 Lung CT Lesion Segmentation Challenge.
Medical Image Anal., 2022

Transformed Grid Distance Loss for Supervised Image Registration.
Proceedings of the Biomedical Image Registration - 10th International Workshop, 2022

Camera-based distance detection and contact tracing to monitor potential spread of COVID-19.
Proceedings of the Medical Imaging 2022: Image Perception, 2022

2021
Federated semi-supervised learning for COVID region segmentation in chest CT using multi-national data from China, Italy, Japan.
Medical Image Anal., 2021

AI-Assisted CT as a Clinical and Research Tool for COVID-19.
Frontiers Artif. Intell., 2021

Cross-Modal Attention for MRI and Ultrasound Volume Registration.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

End-to-end Ultrasound Frame to Volume Registration.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Transducer Adaptive Ultrasound Volume Reconstruction.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

2020
Deep adaptive registration of multi-modal prostate images.
Comput. Medical Imaging Graph., 2020

Improving detection of prostate cancer foci via information fusion of MRI and temporal enhanced ultrasound.
Int. J. Comput. Assist. Radiol. Surg., 2020

Smartphone- versus smartglasses-based augmented reality (AR) for percutaneous needle interventions: system accuracy and feasibility study.
Int. J. Comput. Assist. Radiol. Surg., 2020

Deep learning-based liver segmentation for fusion-guided intervention.
Int. J. Comput. Assist. Radiol. Surg., 2020

Unified multi-scale feature abstraction for medical image segmentation.
Proceedings of the Medical Imaging 2020: Image Processing, 2020

Accuracy study of smartglasses/smartphone AR systems for percutaneous needle interventions.
Proceedings of the Medical Imaging 2020: Image-Guided Procedures, 2020

Improving Dense Pixelwise Prediction of Epithelial Density Using Unsupervised Data Augmentation for Consistency Regularization.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Sensorless Freehand 3D Ultrasound Reconstruction via Deep Contextual Learning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Division and Fusion: Rethink Convolutional Kernels for 3D Medical Image Segmentation.
Proceedings of the Machine Learning in Medical Imaging - 11th International Workshop, 2020

A CT-visible Thermal Ablation Phantom.
Proceedings of the International Symposium on Medical Robotics, 2020

Deep Learning Framework for Epithelium Density Estimation in Prostate Multi-Parametric Magnetic Resonance Imaging.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

2019
Origami Lesion-Targeting Device for CT-Guided Interventions.
J. Imaging, 2019

Deep neural maps for unsupervised visualization of high-grade cancer in prostate biopsies.
Int. J. Comput. Assist. Radiol. Surg., 2019

Learning deep similarity metric for 3D MR-TRUS image registration.
Int. J. Comput. Assist. Radiol. Surg., 2019

MRI robot for prostate focal laser ablation: a phantom study.
Proceedings of the Medical Imaging 2019: Image-Guided Procedures, 2019

Smartglasses/smartphone needle guidance AR system for transperineal prostate procedure.
Proceedings of the Medical Imaging 2019: Image-Guided Procedures, 2019

2018
Deep Recurrent Neural Networks for Prostate Cancer Detection: Analysis of Temporal Enhanced Ultrasound.
IEEE Trans. Medical Imaging, 2018

MRI-Guided Robotically Assisted Focal Laser Ablation of the Prostate Using Canine Cadavers.
IEEE Trans. Biomed. Eng., 2018

Soft Robotics in Medical Applications.
J. Medical Robotics Res., 2018

3D Printing Endobronchial Models for Surgical Training and Simulation.
J. Imaging, 2018

MRI Robot for Prostate Focal Laser Ablation: An Ex Vivo Study in Human Prostate.
J. Imaging, 2018

Learning Deep Similarity Metric for 3D MR-TRUS Registration.
CoRR, 2018

Toward a real-time system for temporal enhanced ultrasound-guided prostate biopsy.
Int. J. Comput. Assist. Radiol. Surg., 2018

Assisted needle guidance using smart see-through glasses.
Proceedings of the Medical Imaging 2018: Image-Guided Procedures, 2018

Adversarial Image Registration with Application for MR and TRUS Image Fusion.
Proceedings of the Machine Learning in Medical Imaging - 9th International Workshop, 2018

Learning from Noisy Label Statistics: Detecting High Grade Prostate Cancer in Ultrasound Guided Biopsy.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

CT-guided abdominal biopsy training phantom.
Proceedings of the International Symposium on Medical Robotics, 2018

2017
Fabricating biomedical origami: a state-of-the-art review.
Int. J. Comput. Assist. Radiol. Surg., 2017

Transfer learning from RF to B-mode temporal enhanced ultrasound features for prostate cancer detection.
Int. J. Comput. Assist. Radiol. Surg., 2017

Detection and grading of prostate cancer using temporal enhanced ultrasound: combining deep neural networks and tissue mimicking simulations.
Int. J. Comput. Assist. Radiol. Surg., 2017

Enabling image fusion for a CT guided needle placement robot.
Proceedings of the Medical Imaging 2017: Image-Guided Procedures, 2017

Motorized fusion guided prostate biopsy: phantom study.
Proceedings of the Medical Imaging 2017: Image-Guided Procedures, 2017

2016
Correlation of magnetic resonance imaging with digital histopathology in prostate.
Int. J. Comput. Assist. Radiol. Surg., 2016

Detection of prostate cancer using temporal sequences of ultrasound data: a large clinical feasibility study.
Int. J. Comput. Assist. Radiol. Surg., 2016

A motorized ultrasound system for MRI-ultrasound fusion guided prostatectomy.
Proceedings of the Medical Imaging 2016: Image-Guided Procedures, Robotic Interventions, and Modeling, San Diego, California, United States, 27 February, 2016

An MRI guided system for prostate laser ablation with treatment planning and multi-planar temperature monitoring.
Proceedings of the Medical Imaging 2016: Image-Guided Procedures, Robotic Interventions, and Modeling, San Diego, California, United States, 27 February, 2016

Classifying Cancer Grades Using Temporal Ultrasound for Transrectal Prostate Biopsy.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

2015
Efficient data mining for local binary pattern in texture image analysis.
Expert Syst. Appl., 2015

Augmenting MRI-transrectal ultrasound-guided prostate biopsy with temporal ultrasound data: a clinical feasibility study.
Int. J. Comput. Assist. Radiol. Surg., 2015

Surface-based registration of liver in ultrasound and CT.
Proceedings of the Medical Imaging 2015: Image-Guided Procedures, 2015

Nucleus detection using gradient orientation information and linear least squares regression.
Proceedings of the Medical Imaging 2015: Digital Pathology, 2015

Ultrasound-Based Detection of Prostate Cancer Using Automatic Feature Selection with Deep Belief Networks.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

2014
A multiview boosting approach to tissue segmentation.
Proceedings of the Medical Imaging 2014: Digital Pathology, 2014

Ultrasound-Based Predication of Prostate Cancer in MRI-guided Biopsy.
Proceedings of the Clinical Image-Based Procedures. Translational Research in Medical Imaging, 2014

GPU based multi-histogram volume navigation for virtual bronchoscopy.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013
Towards cone-beam CT thermometry.
Proceedings of the Medical Imaging 2013: Image-Guided Procedures, 2013

Percutaneous needle placement using laser guidance: a practical solution.
Proceedings of the Medical Imaging 2013: Image-Guided Procedures, 2013

2012
Live-wire-based segmentation of (3D) anatomical structures for image-guided lung interventions.
Proceedings of the Medical Imaging 2012: Image Processing, 2012

Automatic segmentation and centroid detection of skin sensors for lung interventions.
Proceedings of the Medical Imaging 2012: Image-Guided Procedures, 2012

2011
Adaptively Learning Local Shape Statistics for Prostate Segmentation in Ultrasound.
IEEE Trans. Biomed. Eng., 2011

Biopsy needle detection in transrectal ultrasound.
Comput. Medical Imaging Graph., 2011

Accuracy assessment of an automatic image-based PET/CT registration for ultrasound-guided biopsies and ablations.
Proceedings of the Medical Imaging 2011: Visualization, 2011

2010
Discrete Deformable Model Guided by Partial Active Shape Model for TRUS Image Segmentation.
IEEE Trans. Biomed. Eng., 2010

Segmenting TRUS video sequences using local shape statistics.
Proceedings of the Medical Imaging 2010: Visualization, 2010

Multi-parametric MRI-pathologic correlation of prostate cancer using tracked biopsies.
Proceedings of the Medical Imaging 2010: Visualization, 2010

Realtime TRUS/MRI Fusion Targeted-Biopsy for Prostate Cancer: A Clinical Demonstration of Increased Positive Biopsy Rates.
Proceedings of the Prostate Cancer Imaging. Computer-Aided Diagnosis, 2010

2009
Optimal search guided by partial active shape model for prostate segmentation in TRUS images.
Proceedings of the Medical Imaging 2009: Visualization, 2009

2008
Evaluation of motion compensation approaches for soft tissue navigation.
Proceedings of the Medical Imaging 2008: Visualization, 2008

3D ultrasound guidance system for needle placement procedures.
Proceedings of the Medical Imaging 2008: Visualization, 2008

2007
Fusion of real-time transrectal ultrasound with pre-acquired MRI for multi-modality prostate imaging.
Proceedings of the Medical Imaging 2007: Visualization and Image-Guided Procedures, 2007

Real-time motion tracking using 3D ultrasound.
Proceedings of the Medical Imaging 2007: Visualization and Image-Guided Procedures, 2007

Closed-Loop Control in Fused MR-TRUS Image-Guided Prostate Biopsy.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007

2006
CT fluoroscopy-guided robotically-assisted lung biopsy.
Proceedings of the Medical Imaging 2006: Visualization, 2006

2005
Organ motion due to respiration: the state of the art and applications in interventional radiology and radiation oncology.
Proceedings of the Medical Imaging 2005: Visualization, 2005

Validation of 3D motion tracking of pulmonary lesions using CT fluoroscopy images for robotically assisted lung biopsy.
Proceedings of the Medical Imaging 2005: Visualization, 2005

Registration and motion compensation of a needle placement robot for CT-guided spinal procedures.
Proceedings of the Medical Imaging 2005: Visualization, 2005

Lung Deformation Estimation and Four-Dimensional CT Lung Reconstruction.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005

2004
3D motion tracking of pulmonary lesions using CT fluoroscopy images for robotically assisted lung biopsy.
Proceedings of the Medical Imaging 2004: Visualization, 2004

2001
Approximate Volumetric Reconstruction from Projected Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2001

Automatic registration for percutaneous vertebral body tracking.
Proceedings of the CARS 2001. Computer Assisted Radiology and Surgery. Proceedings of the 15th International Congress and Exhibition, 2001

CT-directed robotic biopsy testbed: user interface and coordinate transformations.
Proceedings of the CARS 2001. Computer Assisted Radiology and Surgery. Proceedings of the 15th International Congress and Exhibition, 2001


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