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05/21/2023
AutoPaint: A Self-Inpainting Method for Unsupervised Anomaly Detection
Robust and accurate detection and segmentation of heterogenous tumors ap...
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05/17/2023
Self-Supervised Learning for Physiologically-Based Pharmacokinetic Modeling in Dynamic PET
Dynamic positron emission tomography imaging (dPET) provides temporally ...
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08/10/2022
Precise Repositioning of Robotic Ultrasound: Improving Registration-based Motion Compensation using Ultrasound Confidence Optimization
Robotic ultrasound (US) imaging has been seen as a promising solution to...
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06/16/2022
U-PET: MRI-based Dementia Detection with Joint Generation of Synthetic FDG-PET Images
Alzheimer's disease (AD) is the most common cause of dementia. An early ...
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05/16/2022
Weakly-supervised Biomechanically-constrained CT/MRI Registration of the Spine
CT and MRI are two of the most informative modalities in spinal diagnost...
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05/10/2022
VesNet-RL: Simulation-based Reinforcement Learning for Real-World US Probe Navigation
Ultrasound (US) is one of the most common medical imaging modalities sin...
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03/21/2022
Longitudinal Self-Supervision for COVID-19 Pathology Quantification
Quantifying COVID-19 infection over time is an important task to manage ...
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12/13/2021
RSV: Robotic Sonography for Thyroid Volumetry
In nuclear medicine, radioiodine therapy is prescribed to treat diseases...
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10/03/2021
Interactive Segmentation for COVID-19 Infection Quantification on Longitudinal CT scans
Consistent segmentation of COVID-19 patient's CT scans across multiple t...
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08/10/2021
Tracked 3D Ultrasound and Deep Neural Network-based Thyroid Segmentation reduce Interobserver Variability in Thyroid Volumetry
Background: Thyroid volumetry is crucial in diagnosis, treatment and mon...
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07/29/2021
U-GAT: Multimodal Graph Attention Network for COVID-19 Outcome Prediction
During the first wave of COVID-19, hospitals were overwhelmed with the h...
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07/18/2021
Deformation-Aware Robotic 3D Ultrasound
Tissue deformation in ultrasound (US) imaging leads to geometrical error...
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07/13/2021
Motion-Aware Robotic 3D Ultrasound
Robotic three-dimensional (3D) ultrasound (US) imaging has been employed...
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06/18/2021
Position-based Dynamics Simulator of Brain Deformations for Path Planning and Intra-Operative Control in Keyhole Neurosurgery
Many tasks in robot-assisted surgery require planning and controlling ma...
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03/12/2021
Patient-specific virtual spine straightening and vertebra inpainting: An automatic framework for osteoplasty planning
Symptomatic spinal vertebral compression fractures (VCFs) often require ...
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03/12/2021
Longitudinal Quantitative Assessment of COVID-19 Infection Progression from Chest CTs
Chest computed tomography (CT) has played an essential diagnostic role i...
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10/30/2020