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Can non-specialists provide high quality gold standard labels in challenging modalities?

Jul 30, 2021
Samuel Budd, Thomas Day, John Simpson, Karen Lloyd, Jacqueline Matthew, Emily Skelton, Reza Razavi, Bernhard Kainz

* Accepted at the FAIR workshop in conjunction with MICCAI'21 

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Learning normal appearance for fetal anomaly screening: Application to the unsupervised detection of Hypoplastic Left Heart Syndrome

Nov 15, 2020
Elisa Chotzoglou, Thomas Day, Jeremy Tan, Jacqueline Matthew, David Lloyd, Reza Razavi, John Simpson, Bernhard Kainz

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Mutual Information-based Disentangled Neural Networks for Classifying Unseen Categories in Different Domains: Application to Fetal Ultrasound Imaging

Oct 30, 2020
Qingjie Meng, Jacqueline Matthew, Veronika A. Zimmer, Alberto Gomez, David F. A. Lloyd, Daniel Rueckert, Bernhard Kainz

* arXiv admin note: substantial text overlap with arXiv:2003.00321 

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Screen Tracking for Clinical Translation of Live Ultrasound Image Analysis Methods

Jul 13, 2020
Simona Treivase, Alberto Gomez, Jacqueline Matthew, Emily Skelton, Julia A. Schnabel, Nicolas Toussaint

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

Aug 07, 2019
Samuel Budd, Matthew Sinclair, Bishesh Khanal, Jacqueline Matthew, David Lloyd, Alberto Gomez, Nicolas Toussaint, Emma Robinson, Bernhard Kainz

* Accepted at MICCAI 2019; Demo video available on Twitter (@sambuddinc) 

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Robotic-assisted Ultrasound for Fetal Imaging: Evolution from Single-arm to Dual-arm System

Apr 10, 2019
Shuangyi Wang, James Housden, Yohan Noh, Davinder Singh, Anisha Singh, Emily Skelton, Jacqueline Matthew, Cornelius Tan, Junghwan Back, Lukas Lindenroth, Alberto Gomez, Nicolas Toussaint, Veronika Zimmer, Caroline Knight, Tara Fletcher, David Lloyd, John Simpson, Dharmintra Pasupathy, Hongbin Liu, Kaspar Althoefer, Joseph Hajnal, Reza Razavi, Kawal Rhode

* 12 pages, 6 figures, TAROS conference 2019 

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Weakly Supervised Estimation of Shadow Confidence Maps in Ultrasound Imaging

Nov 21, 2018
Qingjie Meng, Matthew Sinclair, Veronika Zimmer, Benjamin Hou, Martin Rajchl, Nicolas Toussaint, Alberto Gomez, James Housden, Jacqueline Matthew, Daniel Rueckert, Julia Schnabel, Bernhard Kainz

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

Oct 07, 2018
Yuanwei Li, Bishesh Khanal, Benjamin Hou, Amir Alansary, Juan J. Cerrolaza, Matthew Sinclair, Jacqueline Matthew, Chandni Gupta, Caroline Knight, Bernhard Kainz, Daniel Rueckert

* LNCS 11070 (2018) 392-400 
* 8 pages, 2 figures, accepted for MICCAI 2018; Added link to source code 

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Fast Multiple Landmark Localisation Using a Patch-based Iterative Network

Oct 07, 2018
Yuanwei Li, Amir Alansary, Juan J. Cerrolaza, Bishesh Khanal, Matthew Sinclair, Jacqueline Matthew, Chandni Gupta, Caroline Knight, Bernhard Kainz, Daniel Rueckert

* LNCS 11070 (2018) 563-571 
* 8 pages, 4 figures, Accepted for MICCAI 2018 

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Weakly Supervised Localisation for Fetal Ultrasound Images

Aug 02, 2018
Nicolas Toussaint, Bishesh Khanal, Matthew Sinclair, Alberto Gomez, Emily Skelton, Jacqueline Matthew, Julia A. Schnabel

* 4th Workshop on Deep Learning for Medical Image Analysis, MICCAI 2018, Granada, Spain 

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

Jul 19, 2018
Bishesh Khanal, Alberto Gomez, Nicolas Toussaint, Steven McDonagh, Veronika Zimmer, Emily Skelton, Jacqueline Matthew, Daniel Grzech, Robert Wright, Chandni Gupta, Benjamin Hou, Daniel Rueckert, Julia A. Schnabel, Bernhard Kainz

* MICCAI Workshop on Perinatal, Preterm and Paediatric Image analysis (PIPPI), 2018 

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

Apr 24, 2018
Matthew Sinclair, Christian F. Baumgartner, Jacqueline Matthew, Wenjia Bai, Juan Cerrolaza Martinez, Yuanwei Li, Sandra Smith, Caroline L. Knight, Bernhard Kainz, Jo Hajnal, Andrew P. King, Daniel Rueckert

* EMBC 2018 

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Attention-Gated Networks for Improving Ultrasound Scan Plane Detection

Apr 15, 2018
Jo Schlemper, Ozan Oktay, Liang Chen, Jacqueline Matthew, Caroline Knight, Bernhard Kainz, Ben Glocker, Daniel Rueckert

* Submitted to MIDL2018 (OpenReview:

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SonoNet: Real-Time Detection and Localisation of Fetal Standard Scan Planes in Freehand Ultrasound

Jul 25, 2017
Christian F. Baumgartner, Konstantinos Kamnitsas, Jacqueline Matthew, Tara P. Fletcher, Sandra Smith, Lisa M. Koch, Bernhard Kainz, Daniel Rueckert

* 12 pages, 8 figures, published in IEEE Transactions in Medical Imaging 

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