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06/23/2023
Unsupervised Deformable Image Registration for Respiratory Motion Compensation in Ultrasound Images
In this paper, we present a novel deep-learning model for deformable reg...
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06/23/2023
Unsupervised Deformable Ultrasound Image Registration and Its Application for Vessel Segmentation
This paper presents a deep-learning model for deformable registration of...
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07/06/2021
Toward Robotically Automated Femoral Vascular Access
Advanced resuscitative technologies, such as Extra Corporeal Membrane Ox...
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11/24/2020
Good and Bad Boundaries in Ultrasound Compounding: Preserving Anatomic Boundaries While Suppressing Artifacts
Ultrasound 3D compounding is important for volumetric reconstruction, bu...
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11/24/2020
Weakly- and Semi-Supervised Probabilistic Segmentation and Quantification of Ultrasound Needle-Reverberation Artifacts to Allow Better AI Understanding of Tissue Beneath Needle
Ultrasound image quality has been continually improving. However, when n...
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11/24/2020
Ultrasound Confidence Maps of Intensity and Structure Based on Directed Acyclic Graphs and Artifact Models
Ultrasound imaging has been improving, but continues to suffer from inhe...
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11/13/2020
A Study of Domain Generalization on Ultrasound-based Multi-Class Segmentation of Arteries, Veins, Ligaments, and Nerves Using Transfer Learning
Identifying landmarks in the femoral area is crucial for ultrasound (US)...
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05/07/2019
Accurate Tissue Interface Segmentation via Adversarial Pre-Segmentation of Anterior Segment OCT Images
Optical Coherence Tomography (OCT) is an imaging modality that has been ...
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10/15/2018
Learning to Segment Corneal Tissue Interfaces in OCT Images
Accurate and repeatable delineation of corneal tissue interfaces is nece...
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07/23/2018