Real-Time Standard Scan Plane Detection and Localisation in Fetal Ultrasound Using Fully Convolutional Neural Networks. - Christian F. Baumgartner; Konstantinos Kamnitsas; Jacqueline Matthew; Sandra Smith; Bernhard Kainz; Daniel Rueckert (MICCAI (2), 2016)

Real-Time Detection and Localisation of Fetal Standard Scan Planes in 2D Freehand Ultrasound. - Christian F. Baumgartner; Konstantinos Kamnitsas; Jacqueline Matthew; Tara P. Fletcher; Sandra Smith; Lisa M. Koch; Bernhard Kainz; Daniel Rueckert (CoRR, 2016)

Fetal Skull Segmentation in 3D Ultrasound via Structured Geodesic Random Forest. - Juan J. Cerrolaza; Ozan Oktay; Alberto Gómez 002; Jacqueline Matthew; Caroline L. Knight; Bernhard Kainz; Daniel Rueckert (FIFI/OMIA@MICCAI, 2017)

SonoNet: Real-Time Detection and Localisation of Fetal Standard Scan Planes in Freehand Ultrasound. - Christian F. Baumgartner; Konstantinos Kamnitsas; Jacqueline Matthew; Tara P. Fletcher; Sandra Smith; Lisa M. Koch; Bernhard Kainz; Daniel Rueckert (IEEE Trans. Medical Imaging, 2017)

Fetal Skull Reconstruction via Deep Convolutional Autoencoders. - Juan J. Cerrolaza; Yuanwei Li; Carlo Biffi; Alberto Gómez 002; Jacqueline Matthew; Matthew Sinclair; Chandni Gupta; Caroline L. Knight; Daniel Rueckert (EMBC, 2018)

Human-level Performance On Automatic Head Biometrics In Fetal Ultrasound Using Fully Convolutional Neural Networks. - Matthew Sinclair; Christian F. Baumgartner; Jacqueline Matthew; Wenjia Bai; Juan Cerrolaza Martinez; Yuanwei Li; Sandra Smith; Caroline L. Knight; Bernhard Kainz; Joseph V. Hajnal; Andrew P. King; Daniel Rueckert (EMBC, 2018)

Deep learning with ultrasound physics for fetal skull segmentation. - Juan J. Cerrolaza; Matthew Sinclair; Yuanwei Li; Alberto Gómez 002; Enzo Ferrante; Jacqueline Matthew; Chandni Gupta; Caroline L. Knight; Daniel Rueckert (ISBI, 2018)

3D Fetal Skull Reconstruction from 2DUS via Deep Conditional Generative Networks. - Juan J. Cerrolaza; Yuanwei Li; Carlo Biffi; Alberto Gómez 002; Matthew Sinclair; Jacqueline Matthew; Caronline Knight; Bernhard Kainz; Daniel Rueckert (MICCAI (1), 2018)

EchoFusion: Tracking and Reconstruction of Objects in 4D Freehand Ultrasound Imaging Without External Trackers. - Bishesh Khanal; Alberto Gómez 002; Nicolas Toussaint; Steven McDonagh 001; Veronika A. M. Zimmer; Emily Skelton; Jacqueline Matthew; Daniel Grzech; Robert Wright; Chandni Gupta; Benjamin Hou; Daniel Rueckert; et al. (DATRA/PIPPI@MICCAI, 2018)

Fast Multiple Landmark Localisation Using a Patch-Based Iterative Network. - Yuanwei Li; Amir Alansary; Juan J. Cerrolaza; Bishesh Khanal; Matthew Sinclair; Jacqueline Matthew; Chandni Gupta; Caroline L. Knight; Bernhard Kainz; Daniel Rueckert (MICCAI (1), 2018)

Standard Plane Detection in 3D Fetal Ultrasound Using an Iterative Transformation Network. - Yuanwei Li; Bishesh Khanal; Benjamin Hou; Amir Alansary; Juan J. Cerrolaza; Matthew Sinclair; Jacqueline Matthew; Chandni Gupta; Caroline L. Knight; Bernhard Kainz; Daniel Rueckert (MICCAI (1), 2018)

Automatic Shadow Detection in 2D Ultrasound Images. - Qingjie Meng; Christian F. Baumgartner; Matthew Sinclair; James Housden; Martin Rajchl; Alberto Gómez 002; Benjamin Hou; Nicolas Toussaint; Veronika A. M. Zimmer; Jeremy Tan; Jacqueline Matthew; Daniel Rueckert; et al. (DATRA/PIPPI@MICCAI, 2018)

Weakly Supervised Localisation for Fetal Ultrasound Images. - Nicolas Toussaint; Bishesh Khanal; Matthew Sinclair; Alberto Gómez 002; Emily Skelton; Jacqueline Matthew; Julia A. Schnabel (DLMIA/ML-CDS@MICCAI, 2018)

LSTM Spatial Co-transformer Networks for Registration of 3D Fetal US and MR Brain Images. - Robert Wright; Bishesh Khanal; Alberto Gómez 002; Emily Skelton; Jacqueline Matthew; Joseph V. Hajnal; Daniel Rueckert; Julia A. Schnabel (DATRA/PIPPI@MICCAI, 2018)

Multi-view Image Reconstruction: Application to Fetal Ultrasound Compounding. - Veronika A. Zimmer; Alberto Gómez 002; Yohan Noh; Nicolas Toussaint; Bishesh Khanal; Robert Wright; Laura Peralta Pereira; Milou P. M. van Poppel; Emily Skelton; Jacqueline Matthew; Julia A. Schnabel (DATRA/PIPPI@MICCAI, 2018)

Attention-Gated Networks for Improving Ultrasound Scan Plane Detection. - Jo Schlemper; Ozan Oktay; Liang Chen 018; Jacqueline Matthew; Caroline L. Knight; Bernhard Kainz; Ben Glocker; Daniel Rueckert (CoRR, 2018)

Weakly Supervised Estimation of Shadow Confidence Maps in Ultrasound Imaging. - Qingjie Meng; Matthew Sinclair; Veronika A. M. Zimmer; Benjamin Hou; Martin Rajchl; Nicolas Toussaint; Alberto Gómez 002; James Housden; Jacqueline Matthew; Daniel Rueckert; Julia A. Schnabel; Bernhard Kainz (CoRR, 2018)

Confident Head Circumference Measurement from Ultrasound with Real-Time Feedback for Sonographers. - Samuel Budd; Matthew Sinclair; Bishesh Khanal; Jacqueline Matthew; David Lloyd 003; Alberto Gómez 002; Nicolas Toussaint; Emma C. Robinson; Bernhard Kainz (MICCAI (4), 2019)

Complete Fetal Head Compounding from Multi-view 3D Ultrasound. - Robert Wright; Nicolas Toussaint; Alberto Gómez 002; Veronika A. M. Zimmer; Bishesh Khanal; Jacqueline Matthew; Emily Skelton; Bernhard Kainz; Daniel Rueckert; Joseph V. Hajnal; Julia A. Schnabel (MICCAI (3), 2019)

Towards Whole Placenta Segmentation at Late Gestation Using Multi-view Ultrasound Images. - Veronika A. Zimmer; Alberto Gómez 002; Emily Skelton; Nicolas Toussaint; Tong Zhang 017; Bishesh Khanal; Robert Wright; Yohan Noh; Alison Ho; Jacqueline Matthew; Joseph V. Hajnal; Julia A. Schnabel (MICCAI (5), 2019)

Robotic-Assisted Ultrasound for Fetal Imaging: Evolution from Single-Arm to Dual-Arm System. - Shuangyi Wang; James Housden; Yohan Noh; Davinder Singh; Anisha Singh; Emily Skelton; Jacqueline Matthew; Cornelius Tan; Junghwan Back; Lukas Lindenroth; Alberto Gómez 002; Nicolas Toussaint; et al. (TAROS (2), 2019)

Weakly Supervised Estimation of Shadow Confidence Maps in Fetal Ultrasound Imaging. - Qingjie Meng; James Housden; Jacqueline Matthew; Daniel Rueckert; Julia A. Schnabel; Bernhard Kainz; Matthew Sinclair; Veronika A. Zimmer; Benjamin Hou; Martin Rajchl; Nicolas Toussaint; Ozan Oktay; et al. (IEEE Trans. Medical Imaging, 2019)

A Multi-task Approach Using Positional Information for Ultrasound Placenta Segmentation. - Veronika A. Zimmer; Alberto Gómez 002; Emily Skelton; Nooshin Ghavami; Robert Wright; Lei Li 020; Jacqueline Matthew; Joseph V. Hajnal; Julia A. Schnabel (ASMUS/PIPPI@MICCAI, 2020)

Deep Generative Models to Simulate 2D Patient-Specific Ultrasound Images in Real Time. - Cesare Magnetti; Veronika A. M. Zimmer; Nooshin Ghavami; Emily Skelton; Jacqueline Matthew; Karen Lloyd; Joseph V. Hajnal; Julia A. Schnabel; Alberto Gómez 002 (MIUA, 2020)

Screen Tracking for Clinical Translation of Live Ultrasound Image Analysis Methods. - Simona Treivase; Alberto Gómez 002; Jacqueline Matthew; Emily Skelton; Julia A. Schnabel; Nicolas Toussaint (CoRR, 2020)

Learning normal appearance for fetal anomaly screening: Application to the unsupervised detection of Hypoplastic Left Heart Syndrome. - Elisa Chotzoglou; Thomas G. Day; Jeremy Tan; Jacqueline Matthew; David Lloyd 003; Reza Razavi; John M. Simpson; Bernhard Kainz (CoRR, 2020)

Can Non-specialists Provide High Quality Gold Standard Labels in Challenging Modalities? - Samuel Budd; Thomas G. Day; John M. Simpson; Karen Lloyd; Jacqueline Matthew; Emily Skelton; Reza Razavi; Bernhard Kainz (DART/FAIR@MICCAI, 2021)

Detecting Hypo-plastic Left Heart Syndrome in Fetal Ultrasound via Disease-Specific Atlas Maps. - Samuel Budd; Matthew Sinclair; Thomas G. Day; Athanasios Vlontzos; Jeremy Tan; Tianrui Liu 001; Jacqueline Matthew; Emily Skelton; John M. Simpson; Reza Razavi; Ben Glocker; Daniel Rueckert; et al. (MICCAI (7), 2021)

Spatio-Temporal Atlas of Normal Fetal Craniofacial Feature Development and CNN-Based Ocular Biometry for Motion-Corrected Fetal MRI. - Alena Uus; Jacqueline Matthew; Irina Grigorescu; Samuel Jupp; Lucilio Cordero-Grande; Anthony Price; Emer J. Hughes; Prachi A. Patkee; Vanessa Kyriakopoulou; Robert Wright; Thomas A. Roberts; Jana Hutter; et al. (UNSURE/PIPPI@MICCAI, 2021)

Beauty Is in the AI of the Beholder: Are We Ready for the Clinical Integration of Artificial Intelligence in Radiography? An Exploratory Analysis of Perceived AI Knowledge, Skills, Confidence, and Education Perspectives of UK Radiographers. - Clare Rainey; Tracy O'Regan; Jacqueline Matthew; Emily Skelton; Nick Woznitza; Kwun-Ye Chu; Spencer Goodman; Jonathan McConnell; Ciara Hughes; Raymond R. Bond; Sonyia McFadden; Christina Malamateniou (Frontiers Digit. Health, 2021)

Towards Standardized Acquisition With a Dual-Probe Ultrasound Robot for Fetal Imaging. - James Housden; Shuangyi Wang; Xianqiang Bao; Jia Zheng 006; Emily Skelton; Jacqueline Matthew; Yohan Noh; Olla Eltiraifi; Anisha Singh; Davinder Singh; Kawal S. Rhode (IEEE Robotics Autom. Lett., 2021)

Mutual Information-Based Disentangled Neural Networks for Classifying Unseen Categories in Different Domains: Application to Fetal Ultrasound Imaging. - Qingjie Meng; Jacqueline Matthew; Veronika A. Zimmer; Alberto Gómez 002; David F. A. Lloyd; Daniel Rueckert; Bernhard Kainz (IEEE Trans. Medical Imaging, 2021)

Empirical Study of Quality Image Assessment for Synthesis of Fetal Head Ultrasound Imaging with DCGANs. - Thea Bautista; Jacqueline Matthew; Hamideh Kerdegari; Laura Peralta Pereira; Miguel Xochicale (CoRR, 2022)

Towards Realistic Ultrasound Fetal Brain Imaging Synthesis. - Michelle Iskandar; Harvey Mannering; Zhanxiang Sun; Jacqueline Matthew; Hamideh Kerdegari; Laura Peralta Pereira; Miguel Xochicale (CoRR, 2023)

Placenta segmentation in ultrasound imaging: Addressing sources of uncertainty and limited field-of-view. - Veronika A. Zimmer; Alberto Gómez 002; Emily Skelton; Robert Wright; Gavin Wheeler; Shujie Deng; Nooshin Ghavami; Karen Lloyd; Jacqueline Matthew; Bernhard Kainz; Daniel Rueckert; Joseph V. Hajnal; et al. (Medical Image Anal., 2023)

Fast fetal head compounding from multi-view 3D ultrasound. - Robert Wright; Alberto Gómez 002; Veronika A. Zimmer; Nicolas Toussaint; Bishesh Khanal; Jacqueline Matthew; Emily Skelton; Bernhard Kainz; Daniel Rueckert; Joseph V. Hajnal; Julia A. Schnabel (Medical Image Anal., 2023)

Craniofacial phenotyping with fetal MRI: a feasibility study of 3D visualisation, segmentation, surface-rendered and physical models. - Jacqueline Matthew; Alena Uus; Leah De Souza; Robert Wright; Abi Fukami-Gartner; Gema Priego; Carlo Saija; Maria Deprez; Alexia Egloff Collado; Jana Hutter; Lisa Story; Christina Malamateniou; et al. (BMC Medical Imaging, 2024)

Whole examination AI estimation of fetal biometrics from 20-week ultrasound scans. - Lorenzo Venturini; Samuel Budd; Alfonso Farruggia; Robert Wright; Jacqueline Matthew; Thomas G. Day; Bernhard Kainz; Reza Razavi; Joseph V. Hajnal (npj Digit. Medicine, 2025)