Benjamin Hou | DeepAI

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Daniel Rueckert
199 publications
Ben Glocker
95 publications
Bernhard Kainz
46 publications
Julia A. Schnabel
40 publications
Wenjia Bai
37 publications
Konstantinos Kamnitsas
30 publications
Steven McDonagh
27 publications
Xuan Zhao
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Nina Miolane
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Ozan Oktay
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Ricardo Guerrero
19 publications

∙ 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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