Benjamin Hou | DeepAI

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∙ 05/02/2023

High-Fidelity Image Synthesis from Pulmonary Nodule Lesion Maps using Semantic Diffusion Model

Lung cancer has been one of the leading causes of cancer-related deaths ...

20 Xuan Zhao, et al. ∙

∙ 02/18/2023

Domain Agnostic Pipeline for Retina Vessel Segmentation

Automatic segmentation of retina vessels plays a pivotal role in clinica...

7 Benjamin Hou, et al. ∙

∙ 11/09/2020

Detecting Outliers with Foreign Patch Interpolation

In medical imaging, outliers can contain hypo/hyper-intensities, minor d...

16 Jeremy Tan, et al. ∙

∙ 06/23/2020

3D Probabilistic Segmentation and Volumetry from 2D projection images

X-Ray imaging is quick, cheap and useful for front-line care assessment ...

22 Athanasios Vlontzos, et al. ∙

∙ 08/29/2019

Flexible Conditional Image Generation of Missing Data with Learned Mental Maps

Real-world settings often do not allow acquisition of high-resolution vo...

13 Benjamin Hou, et al. ∙

∙ 11/20/2018

Weakly Supervised Estimation of Shadow Confidence Maps in Ultrasound Imaging

Detecting acoustic shadows in ultrasound images is important in many cli...

20 Qingjie Meng, et al. ∙

∙ 07/19/2018

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...

0 Bishesh Khanal, et al. ∙

∙ 06/19/2018

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

Standard scan plane detection in fetal brain ultrasound (US) forms a cru...

16 Yuanwei Li, et al. ∙

∙ 06/08/2018

Automatic View Planning with Multi-scale Deep Reinforcement Learning Agents

We propose a fully automatic method to find standardized view planes in ...

10 Amir Alansary, et al. ∙

∙ 05/02/2018

Computing CNN Loss and Gradients for Pose Estimation with Riemannian Geometry

Pose estimation, i.e. predicting a 3D rigid transformation with respect ...

22 Benjamin Hou, et al. ∙

∙ 09/19/2017

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

Limited capture range and the requirement to provide high quality initia...

0 Benjamin Hou, et al. ∙

∙ 02/28/2017

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

3D Magnetic Resonance Imaging (MRI) is often a trade-off between fast bu...

0 Steven McDonagh, et al. ∙

∙ 02/28/2017

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

This paper aims to solve a fundamental problem in intensity-based 2D/3D ...

0 Benjamin Hou, et al. ∙

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