Benjamin Hou

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Detecting Outliers with Foreign Patch Interpolation

In medical imaging, outliers can contain hypo/hyper-intensities, minor d...
11/09/2020 ∙ by Jeremy Tan, et al. ∙ 16 ∙ share

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3D Probabilistic Segmentation and Volumetry from 2D projection images

X-Ray imaging is quick, cheap and useful for front-line care assessment ...
06/23/2020 ∙ by Athanasios Vlontzos, et al. ∙ 22 ∙ share

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Flexible Conditional Image Generation of Missing Data with Learned Mental Maps

Real-world settings often do not allow acquisition of high-resolution vo...
08/29/2019 ∙ by Benjamin Hou, et al. ∙ 13 ∙ share

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Weakly Supervised Estimation of Shadow Confidence Maps in Ultrasound Imaging

Detecting acoustic shadows in ultrasound images is important in many cli...
11/20/2018 ∙ by Qingjie Meng, et al. ∙ 20 ∙ share

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EchoFusion: Tracking and Reconstruction of Objects in 4D Freehand Ultrasound Imaging without External Trackers

Ultrasound (US) is the most widely used fetal imaging technique. However...
07/19/2018 ∙ by Bishesh Khanal, et al. ∙ 0 ∙ share

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Standard Plane Detection in 3D Fetal Ultrasound Using an Iterative Transformation Network

Standard scan plane detection in fetal brain ultrasound (US) forms a cru...
06/19/2018 ∙ by Yuanwei Li, et al. ∙ 16 ∙ share

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Automatic View Planning with Multi-scale Deep Reinforcement Learning Agents

We propose a fully automatic method to find standardized view planes in ...
06/08/2018 ∙ by Amir Alansary, et al. ∙ 10 ∙ share

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Computing CNN Loss and Gradients for Pose Estimation with Riemannian Geometry

Pose estimation, i.e. predicting a 3D rigid transformation with respect ...
05/02/2018 ∙ by Benjamin Hou, et al. ∙ 22 ∙ share

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3D Reconstruction in Canonical Co-ordinate Space from Arbitrarily Oriented 2D Images

Limited capture range and the requirement to provide high quality initia...
09/19/2017 ∙ by Benjamin Hou, et al. ∙ 0 ∙ share

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Context-Sensitive Super-Resolution for Fast Fetal Magnetic Resonance Imaging

3D Magnetic Resonance Imaging (MRI) is often a trade-off between fast bu...
02/28/2017 ∙ by Steven McDonagh, et al. ∙ 0 ∙ share

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Predicting Slice-to-Volume Transformation in Presence of Arbitrary Subject Motion

This paper aims to solve a fundamental problem in intensity-based 2D/3D ...
02/28/2017 ∙ by Benjamin Hou, et al. ∙ 0 ∙ share

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