Jacqueline Matthew

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All published works

Action	Title	Year	Authors
+	Whole examination AI estimation of fetal biometrics from 20-week ultrasound scans	2025	Lorenzo Venturini Samuel Budd Alfonso Farruggia Robert Wright Jacqueline Matthew Thomas G. Day Bernhard Kainz Reza Razavi Joseph V. Hajnal
+	Whole-examination AI estimation of fetal biometrics from 20-week ultrasound scans	2024	Lorenzo Venturini Samuel Budd Alfonso Farruggia Robert Wright Jacqueline Matthew Thomas G. Day Bernhard Kainz Reza Razavi Joseph V. Hajnal
+	Towards Realistic Ultrasound Fetal Brain Imaging Synthesis	2023	Michelle Iskandar Harvey Mannering Zhanxiang Sun Jacqueline Matthew Hamideh Kerdegari Laura Peralta Miguel Xochicale
+	Placenta segmentation in ultrasound imaging: Addressing sources of uncertainty and limited field-of-view	2022	Veronika A. Zimmer Alberto Gómez Emily Skelton Robert Wright Gavin Wheeler Shujie Deng Nooshin Ghavami Karen G. Lloyd Jacqueline Matthew Bernhard Kainz
+	PRETUS: A plug-in based platform for real-time ultrasound imaging research	2022	Alberto Gómez Veronika A. Zimmer Gavin Wheeler Nicolas Toussaint Shujie Deng Robert Wright Emily Skelton Jacqueline Matthew Bernhard Kainz Joseph V. Hajnal
+	Empirical Study of Quality Image Assessment for Synthesis of Fetal Head Ultrasound Imaging with DCGANs	2022	Thea Bautista Jacqueline Matthew Hamideh Kerdegari Laura Peralta Miguel Xochicale
+	Placenta Segmentation in Ultrasound Imaging: Addressing Sources of Uncertainty and Limited Field-of-View	2022	Veronika A. Zimmer Alberto Gómez Emily Skelton Robert Wright Gavin Wheeler Shujie Deng Nooshin Ghavami Karen G. Lloyd Jacqueline Matthew Bernhard Kainz
+ PDF Chat	Learning normal appearance for fetal anomaly screening: Application to the unsupervised detection of Hypoplastic Left Heart Syndrome	2021	Elisa Chotzoglou Thomas G. Day Jeremy Tan Jacqueline Matthew David Lloyd Reza Razavi John L. Simpson Bernhard Kainz
+	Can non-specialists provide high quality gold standard labels in challenging modalities?	2021	Samuel Budd Thomas G. Day John Simpson Karen G. Lloyd Jacqueline Matthew Emily Skelton Reza Razavi Bernhard Kainz
+ PDF Chat	Can Non-specialists Provide High Quality Gold Standard Labels in Challenging Modalities?	2021	Samuel Budd Thomas G. Day John Simpson Karen G. Lloyd Jacqueline Matthew Emily Skelton Reza Razavi Bernhard Kainz
+ PDF Chat	Detecting Hypo-plastic Left Heart Syndrome in Fetal Ultrasound via Disease-Specific Atlas Maps	2021	Samuel Budd Matthew Sinclair Thomas G. Day Athanasios Vlontzos Jeremy Tan Tianrui Liu Jacqueline Matthew Emily Skelton John Simpson Reza Razavi
+	PRETUS: A plug-in based platform for real-time ultrasound imaging research	2021	Alberto Gómez Veronika A. Zimmer Gavin Wheeler Nicolas Toussaint Shujie Deng Robert Wright Emily Skelton Jacqueline Matthew Bernhard Kainz Joseph V. Hajnal
+	Can non-specialists provide high quality gold standard labels in challenging modalities?	2021	Samuel Budd Thomas A. Day John Simpson Karen G. Lloyd Jacqueline Matthew Emily Skelton Reza Razavi Bernhard Kainz
+	Mutual Information-Based Disentangled Neural Networks for Classifying Unseen Categories in Different Domains: Application to Fetal Ultrasound Imaging	2020	Qingjie Meng Jacqueline Matthew Veronika A. Zimmer Alberto Gómez David Lloyd Daniel Rueckert Bernhard Kainz
+	Screen Tracking for Clinical Translation of Live Ultrasound Image Analysis Methods.	2020	Simona Treivase Alberto Gómez Jacqueline Matthew Emily Skelton Julia A. Schnabel Nicolas Toussaint
+	Deep Generative Models to Simulate 2D Patient-Specific Ultrasound Images in Real Time	2020	Cesare Magnetti Veronika A. Zimmer Nooshin Ghavami Emily Skelton Jacqueline Matthew Karen G. Lloyd Joseph V. Hajnal Julia A. Schnabel Alberto Gómez
+ PDF Chat	Deep Generative Models to Simulate 2D Patient-Specific Ultrasound Images in Real Time	2020	Cesare Magnetti Veronika A. Zimmer Nooshin Ghavami Emily Skelton Jacqueline Matthew Karen G. Lloyd Joseph V. Hajnal Julia A. Schnabel Alberto Gómez
+	Mutual Information-based Disentangled Neural Networks for Classifying Unseen Categories in Different Domains: Application to Fetal Ultrasound Imaging	2020	Qingjie Meng Jacqueline Matthew Veronika A. Zimmer Alberto Gómez David Lloyd Daniel Rueckert Bernhard Kainz
+	Learning normal appearance for fetal anomaly screening: Application to the unsupervised detection of Hypoplastic Left Heart Syndrome	2020	Elisa Chotzoglou Thomas A. Day Jeremy Tan Jacqueline Matthew David Lloyd Reza Razavi John Simpson Bernhard Kainz
+	Screen Tracking for Clinical Translation of Live Ultrasound Image Analysis Methods	2020	Simona Treivase Alberto Gómez Jacqueline Matthew Emily Skelton Julia A. Schnabel Nicolas Toussaint
+	Deep Generative Models to Simulate 2D Patient-Specific Ultrasound Images in Real Time	2020	Cesare Magnetti Veronika A. Zimmer Nooshin Ghavami Emily Skelton Jacqueline Matthew Karen G. Lloyd Joseph V. Hajnal Julia A. Schnabel Alberto Gómez
+	Confident Head Circumference Measurement from Ultrasound with Real-time Feedback for Sonographers	2019	Samuel Budd Matthew Sinclair Bishesh Khanal Jacqueline Matthew David Lloyd Alberto Gómez Nicolas Toussaint Emma C. Robinson Bernhard Kainz
+ PDF Chat	Weakly Supervised Estimation of Shadow Confidence Maps in Fetal Ultrasound Imaging	2019	Qingjie Meng R. James Housden Jacqueline Matthew Daniel Rueckert Julia A. Schnabel Bernhard Kainz Matthew Sinclair Veronika A. Zimmer Benjamin Hou Martin Rajchl
+	Robotic-assisted Ultrasound for Fetal Imaging: Evolution from Single-arm to Dual-arm System	2019	Shuangyi Wang R. James Housden Yohan Noh Davinder Singh Anisha Singh Emily Skelton Jacqueline Matthew Cornelius Tan Junghwan Back Lukas Lindenroth
+ PDF Chat	Robotic-Assisted Ultrasound for Fetal Imaging: Evolution from Single-Arm to Dual-Arm System	2019	Shuangyi Wang R. James Housden Yohan Noh Davinder Singh Anisha Singh Emily Skelton Jacqueline Matthew Cornelius Tan Junghwan Back Lukas Lindenroth
+ PDF Chat	Confident Head Circumference Measurement from Ultrasound with Real-Time Feedback for Sonographers	2019	Samuel Budd Matthew Sinclair Bishesh Khanal Jacqueline Matthew David Lloyd Alberto Gómez Nicolas Toussaint Emma C. Robinson Bernhard Kainz
+	Confident Head Circumference Measurement from Ultrasound with Real-time Feedback for Sonographers	2019	Samuel Budd Matthew Sinclair Bishesh Khanal Jacqueline Matthew David Lloyd Alberto Gómez Nicolas Toussaint Emma Robinson Bernhard Kainz
+	Weakly Supervised Localisation for Fetal Ultrasound Images	2018	Nicolas Toussaint Bishesh Khanal Matthew Sinclair Alberto Gómez Emily Skelton Jacqueline Matthew Julia A. Schnabel
+	EchoFusion: Tracking and Reconstruction of Objects in 4D Freehand Ultrasound Imaging without External Trackers	2018	Bishesh Khanal Alberto Gómez Nicolas Toussaint Steven McDonagh Veronika A. Zimmer Emily Skelton Jacqueline Matthew Daniel Grzech Robert Wright Chandni Gupta
+ PDF Chat	Human-level Performance On Automatic Head Biometrics In Fetal Ultrasound Using Fully Convolutional Neural Networks	2018	Matthew Sinclair Christian F. Baumgartner Jacqueline Matthew Wenjia Bai Juan Cerrolaza Martinez Yuanwei Li Sandra Smith Caroline L. Knight Bernhard Kainz Joseph V. Hajnal
+	Human-level Performance On Automatic Head Biometrics In Fetal Ultrasound Using Fully Convolutional Neural Networks	2018	Matthew Sinclair Christian F. Baumgartner Jacqueline Matthew Wenjia Bai Juan Cerrolaza Martinez Yuanwei Li Sandra Smith Caroline L. Knight Bernhard Kainz Joseph V. Hajnal
+	Attention-Gated Networks for Improving Ultrasound Scan Plane Detection	2018	Jo Schlemper Ozan Oktay Liang Chen Jacqueline Matthew Caroline L. Knight Bernhard Kainz Ben Glocker Daniel Rueckert
+ PDF Chat	Fast Multiple Landmark Localisation Using a Patch-Based Iterative Network	2018	Yuanwei Li Amir Alansary Juan J. Cerrolaza Bishesh Khanal Matthew Sinclair Jacqueline Matthew Chandni Gupta Caroline L. Knight Bernhard Kainz Daniel Rueckert
+ PDF Chat	EchoFusion: Tracking and Reconstruction of Objects in 4D Freehand Ultrasound Imaging Without External Trackers	2018	Bishesh Khanal Alberto Gómez Nicolas Toussaint Steven McDonagh Veronika A. Zimmer Emily Skelton Jacqueline Matthew Daniel Grzech Robert Wright Chandni Gupta
+ PDF Chat	Weakly Supervised Localisation for Fetal Ultrasound Images	2018	Nicolas Toussaint Bishesh Khanal Matthew Sinclair Alberto Gómez Emily Skelton Jacqueline Matthew Julia A. Schnabel
+	Weakly Supervised Estimation of Shadow Confidence Maps in Fetal Ultrasound Imaging	2018	Qingjie Meng Matthew Sinclair Veronika A. Zimmer Benjamin Hou Martin Rajchl Nicolas Toussaint Ozan Oktay Jo Schlemper Alberto Gómez R. James Housden
+ PDF Chat	Standard Plane Detection in 3D Fetal Ultrasound Using an Iterative Transformation Network	2018	Yuanwei Li Bishesh Khanal Benjamin Hou Amir Alansary Juan J. Cerrolaza Matthew Sinclair Jacqueline Matthew Chandni Gupta Caroline L. Knight Bernhard Kainz
+	Weakly Supervised Localisation for Fetal Ultrasound Images	2018	Nicolas Toussaint Bishesh Khanal Matthew Sinclair Alberto Gómez Emily Skelton Jacqueline Matthew Julia A. Schnabel
+	EchoFusion: Tracking and Reconstruction of Objects in 4D Freehand Ultrasound Imaging without External Trackers	2018	Bishesh Khanal Alberto Gómez Nicolas Toussaint Steven McDonagh Veronika A. Zimmer Emily Skelton Jacqueline Matthew Daniel Grzech Robert Wright Chandni Gupta
+	Human-level Performance On Automatic Head Biometrics In Fetal Ultrasound Using Fully Convolutional Neural Networks	2018	Matthew Sinclair Christian F. Baumgartner Jacqueline Matthew Wenjia Bai Juan Cerrolaza Martinez Yuanwei Li Sandra Susan Smith Caroline L. Knight Bernhard Kainz Joseph V. Hajnal
+	SonoNet: Real-Time Detection and Localisation of Fetal Standard Scan Planes in Freehand Ultrasound	2017	Christian F. Baumgartner Konstantinos Kamnitsas Jacqueline Matthew Tara P. Fletcher Sandra Smith Lisa M. Koch Bernhard Kainz Daniel Rueckert
+	Real-Time Detection and Localisation of Fetal Standard Scan Planes in 2D Freehand Ultrasound.	2016	Christian F. Baumgartner Konstantinos Kamnitsas Jacqueline Matthew Tara P. Fletcher Sandra Smith Lisa M. Koch Bernhard Kainz Daniel Rueckert
+	SonoNet: Real-Time Detection and Localisation of Fetal Standard Scan Planes in Freehand Ultrasound	2016	Christian F. Baumgartner Konstantinos Kamnitsas Jacqueline Matthew Tara P. Fletcher Sandra Smith Lisa M. Koch Bernhard Kainz Daniel Rueckert
+	SonoNet: Real-Time Detection and Localisation of Fetal Standard Scan Planes in Freehand Ultrasound	2016	Christian F. Baumgartner Konstantinos Kamnitsas Jacqueline Matthew Tara P. Fletcher Sandra Susan Smith Lisa M. Koch Bernhard Kainz Daniel Rueckert

Common Coauthors

Coauthor	Papers Together
Bernhard Kainz	32
Emily Skelton	21
Daniel Rueckert	20
Alberto Gómez	20
Julia A. Schnabel	17
Veronika A. Zimmer	16
Matthew Sinclair	14
Joseph V. Hajnal	14
Nicolas Toussaint	13
Bishesh Khanal	11
Reza Razavi	10
Samuel Budd	9
Caroline L. Knight	8
Karen G. Lloyd	8
David Lloyd	7
Christian F. Baumgartner	7
Tara P. Fletcher	6
Thomas G. Day	6
Benjamin Hou	6
Sandra Smith	5
Nooshin Ghavami	5
John Simpson	5
Robert Wright	5
Gavin Wheeler	4
R. James Housden	4
Lisa M. Koch	4
Robert Wright	4
Konstantinos Kamnitsas	4
Yuanwei Li	4
Shujie Deng	4
Nicolas Toussaint	4
Chandni Gupta	4
Qingjie Meng	4
Alberto Gómez	4
Juan Cerrolaza Martinez	3
Daniel Grzech	3
Andrew P. King	3
Jo Schlemper	3
Ozan Oktay	3
Cesare Magnetti	3
Steven McDonagh	3
Wenjia Bai	3
Emma C. Robinson	3
Jeremy Tan	3
Juan J. Cerrolaza	2
Cornelius Tan	2
Sandra Susan Smith	2
Hamideh Kerdegari	2
Elisa Chotzoglou	2
Shuangyi Wang	2

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	SonoNet: Real-Time Detection and Localisation of Fetal Standard Scan Planes in Freehand Ultrasound	2017	Christian F. Baumgartner Konstantinos Kamnitsas Jacqueline Matthew Tara P. Fletcher Sandra Smith Lisa M. Koch Bernhard Kainz Daniel Rueckert	16
+ PDF Chat	Deep Residual Learning for Image Recognition	2016	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	7
+ PDF Chat	Human-level Performance On Automatic Head Biometrics In Fetal Ultrasound Using Fully Convolutional Neural Networks	2018	Matthew Sinclair Christian F. Baumgartner Jacqueline Matthew Wenjia Bai Juan Cerrolaza Martinez Yuanwei Li Sandra Smith Caroline L. Knight Bernhard Kainz Joseph V. Hajnal	6
+ PDF Chat	Identity Mappings in Deep Residual Networks	2016	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	4
+	Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning	2015	Yarin Gal Zoubin Ghahramani	4
+	Inequalities for the Perimeter of an Ellipse	2001	Roger Barnard Kent Pearce Lawrence Schovanec	4
+ PDF Chat	Learning Deep Features for Discriminative Localization	2016	Bolei Zhou Aditya Khosla Àgata Lapedriza Aude Oliva Antonio Torralba	3
+	Very Deep Convolutional Networks for Large-Scale Image Recognition	2014	Karen Simonyan Andrew Zisserman	3
+	Striving for Simplicity: The All Convolutional Net	2014	Jost Tobias Springenberg Alexey Dosovitskiy Thomas Brox Martin Riedmiller	3
+ PDF Chat	Moment Matching for Multi-Source Domain Adaptation	2019	Xingchao Peng Qinxun Bai Xide Xia Zijun Huang Kate Saenko Bo Wang	2
+	MixMatch: A Holistic Approach to Semi-Supervised Learning	2019	David Berthelot Nicholas Carlini Ian Goodfellow Nicolas Papernot Avital Oliver Colin Raffel	2
+ PDF Chat	DiSAN: Directional Self-Attention Network for RNN/CNN-Free Language Understanding	2018	Tao Shen Tianyi Zhou Guodong Long Jing Jiang Shirui Pan Chengqi Zhang	2
+ PDF Chat	TUNA-Net: Task-Oriented UNsupervised Adversarial Network for Disease Recognition in Cross-domain Chest X-rays	2019	Yuxing Tang Youbao Tang Veit Sandfort Jing Xiao Ronald M. Summers	2
+ PDF Chat	Episodic Training for Domain Generalization	2019	Da Li Jianshu Zhang Yongxin Yang Cong Liu Yi-Zhe Song Timothy M. Hospedales	2
+ PDF Chat	Sliced Wasserstein Discrepancy for Unsupervised Domain Adaptation	2019	Chen‐Yu Lee Tanmay Batra Mohammad Haris Baig Daniel Ulbricht	2
+ PDF Chat	Semi-Supervised Domain Adaptation via Minimax Entropy	2019	Kuniaki Saito Donghyun Kim Stan Sclaroff Trevor Darrell Kate Saenko	2
+ PDF Chat	Synergistic Image and Feature Adaptation: Towards Cross-Modality Domain Adaptation for Medical Image Segmentation	2019	Cheng Chen Qi Dou Hao Chen Jing Qin Pheng‐Ann Heng	2
+ PDF Chat	Weakly Supervised Estimation of Shadow Confidence Maps in Fetal Ultrasound Imaging	2019	Qingjie Meng R. James Housden Jacqueline Matthew Daniel Rueckert Julia A. Schnabel Bernhard Kainz Matthew Sinclair Veronika A. Zimmer Benjamin Hou Martin Rajchl	2
+ PDF Chat	Unpaired Image-to-Image Translation Using Cycle-Consistent Adversarial Networks	2017	Jun-Yan Zhu Taesung Park Phillip Isola Alexei A. Efros	2
+	InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets	2016	Xi Chen Yan Duan Rein Houthooft John Schulman Ilya Sutskever Pieter Abbeel	2
+	mixup: Beyond Empirical Risk Minimization	2017	Hongyi Zhang Moustapha Cissé Yann Dauphin David López-Paz	2
+ PDF Chat	Visual Feature Attribution Using Wasserstein GANs	2018	Christian F. Baumgartner Lisa M. Koch Kerem Can Tezcan Jia Xi Ang Ender Konukoğlu	2
+ PDF Chat	A Two-Step Disentanglement Method	2018	Naama Hadad Lior Wolf Moni Shahar	2
+	Image-to-image translation for cross-domain disentanglement	2018	Abel González-García Joost van de Weijer Yoshua Bengio	2
+	Deep Transfer Learning with Joint Adaptation Networks	2016	Mingsheng Long Zhu Han Jianmin Wang Michael I. Jordan	2
+	Domain Generalization via Model-Agnostic Learning of Semantic Features	2019	Qi Dou Daniel C. Castro Konstantinos Kamnitsas Ben Glocker	2
+	Striving for Simplicity: The All Convolutional Net	2014	Jost Tobias Springenberg Alexey Dosovitskiy Thomas Brox Martin Riedmiller	2
+ PDF Chat	Unsupervised Pixel-Level Domain Adaptation with Generative Adversarial Networks	2017	Konstantinos Bousmalis Nathan Silberman David Dohan Dumitru Erhan Dilip Krishnan	2
+	Intraclass correlations: Uses in assessing rater reliability.	1979	Patrick E. Shrout Joseph L. Fleiss	2
+ PDF Chat	Adversarial Discriminative Domain Adaptation	2017	Eric Tzeng Judy Hoffman Kate Saenko Trevor Darrell	2
+	Unsupervised Domain Adaptation by Backpropagation	2014	Yaroslav Ganin Victor Lempitsky	2
+	Ensembles of Multiple Models and Architectures for Robust Brain Tumour Segmentation	2017	Konstantinos Kamnitsas Wenjia Bai Enzo Ferrante Steven McDonagh Matthew Sinclair Nick Pawlowski Martin Rajchl Matthew Lee Bernhard Kainz Daniel Rueckert	2
+	Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift	2015	Sergey Ioffe Christian Szegedy	2
+ PDF Chat	Disentangled representation learning in cardiac image analysis	2019	Agisilaos Chartsias T. A. Joyce Giorgos Papanastasiou Scott Semple Michelle C. Williams David E. Newby Rohan Dharmakumar Sotirios A. Tsaftaris	2
+	The Marginal Value of Adaptive Gradient Methods in Machine Learning	2017	Ashia C. Wilson Rebecca Roelofs Mitchell Stern Nathan Srebro Benjamin Recht	2
+ PDF Chat	Representation Learning: A Review and New Perspectives	2013	Yoshua Bengio Aaron Courville P. M. Durai Raj Vincent	2
+ PDF Chat	Freehand Ultrasound Image Simulation with Spatially-Conditioned Generative Adversarial Networks	2017	Yipeng Hu Eli Gibson Li-Lin Lee Weidi Xie Dean C. Barratt Tom Vercauteren J. Alison Noble	2
+ PDF Chat	Fully convolutional networks for semantic segmentation	2015	Jonathan Long Evan Shelhamer Trevor Darrell	2
+	A Unified Feature Disentangler for Multi-Domain Image Translation and Manipulation	2018	Alexander H. Liu Yen‐Cheng Liu Yu-Ying Yeh Yu-Chiang Frank Wang	2
+	Very Deep Convolutional Networks for Large-Scale Image Recognition	2014	Karen Simonyan Andrew Zisserman	2
+ PDF Chat	Ensembles of Multiple Models and Architectures for Robust Brain Tumour Segmentation	2018	Konstantinos Kamnitsas Wenjia Bai Enzo Ferrante Steven McDonagh Matthew Sinclair Nick Pawlowski Martin Rajchl Min Young Lee Bernhard Kainz Daniel Rueckert	2
+	Three Mechanisms of Weight Decay Regularization	2018	Guodong Zhang Chaoqi Wang Bowen Xu Roger Grosse	2
+ PDF Chat	Domain-Adversarial Training of Neural Networks	2017	Yaroslav Ganin Evgeniya Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette Mario Marchand Victor Lempitsky	2
+	Learning Transferable Features with Deep Adaptation Networks	2015	Mingsheng Long Yue Cao Jianmin Wang Michael I. Jordan	2
+	Understanding disentangling in $β$-VAE	2018	Christopher Burgess Irina Higgins Arka Pal Löıc Matthey Nick Watters Guillaume Desjardins Alexander Lerchner	2
+	A Probabilistic U-Net for Segmentation of Ambiguous Images	2018	Simon Kohl Bernardino Romera‐Paredes Clemens Meyer Jeffrey De Fauw Joseph R. Ledsam Klaus H. Maier‐Hein S. M. Ali Eslami Danilo Jimenez Rezende Olaf Ronneberger	2
+	Domain Agnostic Learning with Disentangled Representations	2019	Xingchao Peng Zijun Huang Ximeng Sun Kate Saenko	2
+ PDF Chat	Maximum Classifier Discrepancy for Unsupervised Domain Adaptation	2018	Kuniaki Saito Kohei Watanabe Yoshitaka Ushiku Tatsuya Harada	2
+ PDF Chat	Residual Dense Network for Image Super-Resolution	2018	Yulun Zhang Yapeng Tian Yu Kong Bineng Zhong Yun Fu	2
+	Embracing Imperfect Datasets: A Review of Deep Learning Solutions for Medical Image Segmentation	2019	Nima Tajbakhsh Laura Jeyaseelan Qian Li Jeffrey N. Chiang Zhihao Wu Xiaowei Ding	2