3D flow reconstruction from multiple registered echo doppler views. - Alberto Gómez 002; John M. Simpson; Cheng Yao; Tobias Schaeffter; Graeme P. Penney (ISBI, 2011)

Quantification of Transvalvular Flow through Composite Gaussian Surfaces from Temporally Interleaved Multi-view 3D Colour Doppler Images. - Alberto Gómez 002; Daniel Giese; Kuberan Pushparajah; John M. Simpson; Tobias Schaeffter; Graeme P. Penney (STACOM, 2012)

A framework for automatic model-driven 2D echocardiography acquisition for robust respiratory motion estimation in image-guided cardiac interventions. - Devis Peressutti; Graeme P. Penney; Christoph Kolbitsch; Richard James Housden; Alberto Gómez 002; Kawal S. Rhode; Andrew P. King (ISBI, 2013)

3D Intraventricular Flow Mapping from Colour Doppler Images and Wall Motion. - Alberto Gómez 002; Adelaide de Vecchi; Kuberan Pushparajah; John M. Simpson; Daniel Giese; Tobias Schaeffter; Graeme P. Penney (MICCAI (2), 2013)

A sensitivity analysis on 3D velocity reconstruction from multiple registered echo Doppler views. - Alberto Gómez 002; Kuberan Pushparajah; John M. Simpson; Daniel Giese; Tobias Schaeffter; Graeme P. Penney (Medical Image Anal., 2013)

A novel Bayesian respiratory motion model to estimate and resolve uncertainty in image-guided cardiac interventions. - Devis Peressutti; Graeme P. Penney; Richard James Housden; Christoph Kolbitsch; Alberto Gómez 002; Erik-Jan Rijkhorst; Dean C. Barratt; Kawal S. Rhode; Andrew P. King (Medical Image Anal., 2013)

An ergonomic handheld ultrasound probe providing contact forces and pose information. - Yohan Noh; Richard James Housden; Alberto Gómez 002; Caroline L. Knight; Francesca Garcia; Hongbin Liu 001; Reza Razavi; Kawal S. Rhode; Kaspar Althoefer (EMBC, 2015)

Probabilistic Edge Map (PEM) for 3D Ultrasound Image Registration and Multi-atlas Left Ventricle Segmentation. - Ozan Oktay; Alberto Gómez 002; Kevin Keraudren; Andreas Schuh; Wenjia Bai; Wenzhe Shi; Graeme P. Penney; Daniel Rueckert (FIMH, 2015)

Self-Aligning Manifolds for Matching Disparate Medical Image Datasets. - Christian F. Baumgartner; Alberto Gómez 002; Lisa M. Koch; Richard James Housden; Christoph Kolbitsch; Jamie R. McClelland; Daniel Rueckert; Andy P. King (IPMI, 2015)

Structured Decision Forests for Multi-modal Ultrasound Image Registration. - Ozan Oktay; Andreas Schuh; Martin Rajchl; Kevin Keraudren; Alberto Gómez 002; Mattias P. Heinrich; Graeme P. Penney; Daniel Rueckert (MICCAI (2), 2015)

4D Blood Flow Reconstruction Over the Entire Ventricle From Wall Motion and Blood Velocity Derived From Ultrasound Data. - Alberto Gómez 002; Adelaide de Vecchi; Martin Jantsch; Wenzhe Shi; Kuberan Pushparajah; John M. Simpson; Nicolas P. Smith; Daniel Rueckert; Tobias Schaeffter; Graeme P. Penney (IEEE Trans. Medical Imaging, 2015)

A novel methodology for personalized simulations of ventricular hemodynamics from noninvasive imaging data. - Adelaide de Vecchi; Alberto Gómez 002; Kuberan Pushparajah; Tobias Schaeffter; John M. Simpson; Reza Razavi; Graeme P. Penney; Nicolas P. Smith; David A. Nordsletten (Comput. Medical Imaging Graph., 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)

Fast Registration of 3D Fetal Ultrasound Images Using Learned Corresponding Salient Points. - Alberto Gómez 002; Kanwal K. Bhatia; Sarjana Tharin; James Housden; Nicolas Toussaint; Julia A. Schnabel (FIFI/OMIA@MICCAI, 2017)

Registration of Multiview Echocardiography Sequences Using a Subspace Error Metric. - Devis Peressutti; Alberto Gómez 002; Graeme P. Penney; Andrew P. King (IEEE Trans. Biomed. Eng., 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)

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)

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)

Oversegmenting Graphs. - Alberto Gómez 002; Veronika A. Zimmer; Bishesh Khanal; Nicolas Toussaint; Julia A. Schnabel (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)

Mechanically Powered Motion Imaging Phantoms: Proof of Concept. - Alberto Gómez 002; Cornelia Schmitz; Markus Henningsson; James Housden; Yohan Noh; Veronika A. Zimmer; James R. Clough; Ilkay Öksüz; Nicolas Toussaint; Andrew P. King; Julia A. Schnabel (EMBC, 2019)

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)

Image Reconstruction in a Manifold of Image Patches: Application to Whole-Fetus Ultrasound Imaging. - Alberto Gómez 002; Veronika A. Zimmer; Nicolas Toussaint; Robert Wright; James R. Clough; Bishesh Khanal; Milou P. M. van Poppel; Emily Skelton; Jackie Matthews; Julia A. Schnabel (MLMIR@MICCAI, 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)

Optimal B-Spline Mapping of Flow Imaging Data for Imposing Patient-Specific Velocity Profiles in Computational Hemodynamics. - Alberto Gómez 002; Marija Marcan; Christopher J. Arthurs; Robert Wright; Pouya Youssefi; Marjan Jahangiri; C. Alberto Figueroa (IEEE Trans. Biomed. Eng., 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)

Automatic Detection of B-lines in Lung Ultrasound Videos from Severe Dengue Patients. - Hamideh Kerdegari; Phung Tran Huy Nhat; Angela McBride; Reza Razavi; Nguyen Van Hao; Louise Thwaites; Sophie Yacoub; Alberto Gómez 002 (ISBI, 2021)

Automatic Re-orientation of 3D Echocardiographic Images in Virtual Reality Using Deep Learning. - Lindsay Munroe; Gina Sajith; Ei Lin; Surjava Bhattacharya; Kuberan Pushparajah; John M. Simpson; Julia A. Schnabel; Gavin Wheeler; Alberto Gómez 002; Shujie Deng (MIUA, 2021)

Towards assisted electrocardiogram interpretation using an AI-enabled Augmented Reality headset. - P. Lampreave; Guillermo Jiménez-Pérez; I. Sanz; Alberto Gómez 002; Oscar Camara 001 (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2021)

Automatic Detection of B-lines in Lung Ultrasound Videos From Severe Dengue Patients. - Hamideh Kerdegari; Phung Tran Huy Nhat; Angela McBride; VITAL Consortium; Reza Razavi; Nguyen Van Hao; Louise Thwaites; Sophie Yacoub; Alberto Gómez 002 (CoRR, 2021)

MIPROT: A Medical Image Processing Toolbox for MATLAB. - Alberto Gómez 002 (CoRR, 2021)

B-line Detection in Lung Ultrasound Videos: Cartesian vs Polar Representation. - Hamideh Kerdegari; Phung Tran Huy Nhat; Angela McBride; Luigi Pisani; Reza Razavi; Louise Thwaites; Sophie Yacoub; Alberto Gómez 002 (CoRR, 2021)

A Virtual Reality System for Improved Image-Based Planning of Complex Cardiac Procedures. - Shujie Deng; Gavin Wheeler; Nicolas Toussaint; Lindsay Munroe; Suryava Bhattacharya; Gina Sajith; Ei Lin; Eeshar Singh; Ka Yee Kelly Chu; Saleha Kabir; Kuberan Pushparajah; John M. Simpson; et al. (J. Imaging, 2021)

CRIMSON: An open-source software framework for cardiovascular integrated modelling and simulation. - Christopher J. Arthurs; Rostislav Khlebnikov; Alex Melville; Marija Marcan; Alberto Gómez 002; Desmond Dillon-Murphy; Federica Cuomo; Miguel Silva Vieira; Jonas Schollenberger; Sabrina R. Lynch; Christopher Tossas-Betancourt; Kritika Iyer; et al. (PLoS Comput. Biol., 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)

Left Ventricle Contouring of Apical Three-Chamber Views on 2D Echocardiography. - Alberto Gómez 002; Mihaela Porumb; Angela Mumith; Thierry Judge; Shan Gao; Woo-Jin Cho Kim; Jorge Oliveira; Agis Chartsias (ASMUS@MICCAI, 2022)

Efficient Pix2Vox++ for 3D Cardiac Reconstruction from 2D Echo Views. - David Stojanovski; Uxio Hermida; Marica Muffoletto; Pablo Lamata; Arian Beqiri; Alberto Gómez 002 (ASMUS@MICCAI, 2022)

AI-enabled Assessment of Cardiac Systolic and Diastolic Function from Echocardiography. - Esther Puyol-Antón; Bram Ruijsink; Baldeep S. Sidhu; Justin Gould; Bradley Porter; Mark K. Elliott; Vishal Mehta; Haotian Gu; Miguel Xochicale; Alberto Gómez 002; Christopher A. Rinaldi; Martin R. Cowie; et al. (CoRR, 2022)

A Machine Learning Case Study for AI-empowered echocardiography of Intensive Care Unit Patients in low- and middle-income countries. - Miguel Xochicale; Louise Thwaites; Sophie Yacoub; Luigi Pisani; Phung Tran Huy Nhat; Hamideh Kerdegari; Andrew P. King; Alberto Gómez 002 (CoRR, 2022)

PRETUS: A plug-in based platform for real-time ultrasound imaging research. - Alberto Gómez 002; Veronika A. Zimmer; Gavin Wheeler; Nicolas Toussaint; Shujie Deng; Robert Wright; Emily Skelton; Jackie Matthews; Bernhard Kainz; Joseph V. Hajnal; Julia A. Schnabel (SoftwareX, 2022)

Asymmetric Contour Uncertainty Estimation for Medical Image Segmentation. - Thierry Judge; Olivier Bernard 001; Woo-Jin Cho Kim; Alberto Gómez 002; Agisilaos Chartsias; Pierre-Marc Jodoin (MICCAI (3), 2023)

Automatic Retrieval of Corresponding US Views in Longitudinal Examinations. - Hamideh Kerdegari; Tran Huy Nhat Phung; Nguyen Van Hao; Thi Phuong Thao Truong; Ngoc Minh Thu Le; Thanh Phuong Le; Thi Mai Thao Le; Luigi Pisani; Linda Denehy; Reza Razavi; Louise Thwaites; Sophie Yacoub; et al. (MICCAI (1), 2023)

Feature-Conditioned Cascaded Video Diffusion Models for Precise Echocardiogram Synthesis. - Hadrien Reynaud; Mengyun Qiao; Mischa Dombrowski; Thomas G. Day; Reza Razavi; Alberto Gómez 002; Paul Leeson; Bernhard Kainz (MICCAI (10), 2023)

Echo from Noise: Synthetic Ultrasound Image Generation Using Diffusion Models for Real Image Segmentation. - David Stojanovski; Uxio Hermida; Pablo Lamata; Arian Beqiri; Alberto Gómez 002 (ASMUS@MICCAI, 2023)

Automatic retrieval of corresponding US views in longitudinal examinations. - Hamideh Kerdegari; Tran Huy Nhat Phung; Nguyen Van Hao; Thi Phuong Thao Truong; Ngoc Minh Thu Le; Thanh Phuong Le; Thi Mai Thao Le; Luigi Pisani; Linda Denehy; VITAL Consortium; Reza Razavi; Louise Thwaites; et al. (CoRR, 2023)

Fourier-Net+: Leveraging Band-Limited Representation for Efficient 3D Medical Image Registration. - Xi Jia; Alexander Thorley; Alberto Gómez 002; Wenqi Lu 001; Dipak Kotecha; Jinming Duan 001 (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)

BackMix: Mitigating Shortcut Learning in Echocardiography with Minimal Supervision. - Kit Mills Bransby; Arian Beqiri; Woo-Jin Cho Kim; Jorge Oliveira; Agisilaos Chartsias; Alberto Gómez 002 (MICCAI (4), 2024)

Multi-site Class-Incremental Learning with Weighted Experts in Echocardiography. - Kit Mills Bransby; Woo-Jin Cho Kim; Jorge Oliveira; Alexander Thorley; Arian Beqiri; Alberto Gómez 002; Agisilaos Chartsias (ASMUS@MICCAI, 2024)

EchoNet-Synthetic: Privacy-Preserving Video Generation for Safe Medical Data Sharing. - Hadrien Reynaud; Qingjie Meng; Mischa Dombrowski; Arijit Ghosh; Thomas G. Day; Alberto Gómez 002; Paul Leeson; Bernhard Kainz (MICCAI (7), 2024)

Efficient Semantic Diffusion Architectures for Model Training on Synthetic Echocardiograms. - David Stojanovski; Mariana da Silva; Pablo Lamata; Arian Beqiri; Alberto Gómez 002 (CoRR, 2024)

DeepSPV: An Interpretable Deep Learning Pipeline for 3D Spleen Volume Estimation from 2D Ultrasound Images. - Zhen Yuan; David Stojanovski; Lei Li 020; Alberto Gómez 002; Haran Jogeesvaran; Esther Puyol-Antón; Baba Inusa; Andrew P. King (CoRR, 2024)

3D Reconstruction of the Left Atrial Geometry from 2D Echocardiographic Images Using Deep Learning. - Rahul Methari; Marta Saiz-Vivó; Patryk Szpetnar; Ferran Esquinas; David Stojanovski; Hubert Cochet; Alberto Gómez 002; Oscar Camara 001 (FIMH (2), 2025)

DeepSPV: A deep learning pipeline for 3D spleen volume estimation from 2D ultrasound images. - Zhen Yuan; David Stojanovski; Lei Li 020; Alberto Gómez 002; Haran Jogeesvaran; Esther Puyol-Antón; Baba Inusa; Andrew P. King (Medical Image Anal., 2025)

Uncertainty Propagation for Echocardiography Clinical Metric Estimation via Contour Sampling. - Thierry Judge; Olivier Bernard 001; Woo-Jin Cho Kim; Alberto Gómez 002; Arian Beqiri; Agisilaos Chartsias; Pierre-Marc Jodoin (CoRR, 2025)

EchoFlow: A Foundation Model for Cardiac Ultrasound Image and Video Generation. - Hadrien Reynaud; Alberto Gómez 002; Paul Leeson; Qingjie Meng; Bernhard Kainz (CoRR, 2025)