Matthew Sinclair | DeepAI

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∙ 01/01/2023

Image To Tree with Recursive Prompting

Extracting complex structures from grid-based data is a common key step ...

0 James Batten, et al. ∙

∙ 12/18/2020

Atlas-ISTN: Joint Segmentation, Registration and Atlas Construction with Image-and-Spatial Transformer Networks

Deep learning models for semantic segmentation are able to learn powerfu...

6 Matthew Sinclair, et al. ∙

∙ 01/31/2020

Automated quantification of myocardial tissue characteristics from native T1 mapping using neural networks with Bayesian inference for uncertainty-based quality-control

Tissue characterisation with CMR parametric mapping has the potential to...

9 Esther Puyol-Antón, et al. ∙

∙ 08/07/2019

Confident Head Circumference Measurement from Ultrasound with Real-time Feedback for Sonographers

Manual estimation of fetal Head Circumference (HC) from Ultrasound (US) ...

4 Samuel Budd, 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. ∙

∙ 10/03/2018

A Comprehensive Approach for Learning-based Fully-Automated Inter-slice Motion Correction for Short-Axis Cine Cardiac MR Image Stacks

In the clinical routine, short axis (SA) cine cardiac MR (CMR) image sta...

8 Giacomo Tarroni, et al. ∙

∙ 08/02/2018

Weakly Supervised Localisation for Fetal Ultrasound Images

This paper addresses the task of detecting and localising fetal anatomic...

0 Nicolas Toussaint, 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. ∙

∙ 06/18/2018

Fast Multiple Landmark Localisation Using a Patch-based Iterative Network

We propose a new Patch-based Iterative Network (PIN) for fast and accura...

8 Yuanwei Li, et al. ∙

∙ 04/24/2018

Human-level Performance On Automatic Head Biometrics In Fetal Ultrasound Using Fully Convolutional Neural Networks

Measurement of head biometrics from fetal ultrasonography images is of k...

6 Matthew Sinclair, et al. ∙

∙ 11/04/2017

Ensembles of Multiple Models and Architectures for Robust Brain Tumour Segmentation

Deep learning approaches such as convolutional neural nets have consiste...

0 Konstantinos Kamnitsas, et al. ∙

∙ 10/25/2017

Human-level CMR image analysis with deep fully convolutional networks

Cardiovascular magnetic resonance (CMR) imaging is a standard imaging mo...

0 Wenjia Bai, et al. ∙

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