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Alberto Gómez 0002
Person information
- affiliation: King's College London, Department of Biomedical Engineering, UK
Other persons with the same name
- Alberto Gómez 0001
(aka: Alberto Gómez Gómez) — University of Oviedo, Department of Business Management, Spain
- Alberto Gómez 0003 — NEC, Madrid, Spain
- Alberto Gómez 0004 — University Miguel Hernández, Department of Engineering, Spain
- Alberto Gómez 0005 — Genesis Care, Physics, Madrid, Spain
- Alberto Gómez 0006 — University of Castilla-La Mancha, Spain
- Alberto Gómez 0007 — Universidad de los Andes, Colombia
- Alberto Gómez 0008
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2020 – today
- 2025
- [e2]Alberto Gómez
Simplifying Medical Ultrasound - 5th International Workshop, ASMUS 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 6, 2024, Proceedings. Lecture Notes in Computer Science 15186, Springer 2025, ISBN 978-3-031-73646-9 [contents] - 2024
- [c37]Kit Mills Bransby, Woo-Jin Cho Kim, Jorge Oliveira, Alexander Thorley, Arian Beqiri, Alberto Gómez, Agisilaos Chartsias:
Multi-site Class-Incremental Learning with Weighted Experts in Echocardiography. ASMUS@MICCAI 2024: 157-166 - [c36]Hadrien Reynaud, Qingjie Meng, Mischa Dombrowski, Arijit Ghosh, Thomas G. Day, Alberto Gómez, Paul Leeson, Bernhard Kainz:
EchoNet-Synthetic: Privacy-Preserving Video Generation for Safe Medical Data Sharing. MICCAI (7) 2024: 285-295 - [c35]Kit Mills Bransby, Arian Beqiri, Woo-Jin Cho Kim, Jorge Oliveira, Agisilaos Chartsias, Alberto Gómez:
BackMix: Mitigating Shortcut Learning in Echocardiography with Minimal Supervision. MICCAI (4) 2024: 570-579 - [i26]Hadrien Reynaud, Qingjie Meng, Mischa Dombrowski, Arijit Ghosh, Thomas G. Day, Alberto Gómez, Paul Leeson, Bernhard Kainz:
EchoNet-Synthetic: Privacy-preserving Video Generation for Safe Medical Data Sharing. CoRR abs/2406.00808 (2024) - [i25]Kit Mills Bransby, Arian Beqiri, Woo-Jin Cho Kim, Jorge Oliveira, Agisilaos Chartsias, Alberto Gómez:
BackMix: Mitigating Shortcut Learning in Echocardiography with Minimal Supervision. CoRR abs/2406.19148 (2024) - [i24]Kit Mills Bransby, Woo-Jin Cho Kim, Jorge Oliveira, Alexander Thorley, Arian Beqiri, Alberto Gómez, Agisilaos Chartsias:
Multi-Site Class-Incremental Learning with Weighted Experts in Echocardiography. CoRR abs/2407.21577 (2024) - [i23]David Stojanovski, Mariana da Silva, Pablo Lamata, Arian Beqiri, Alberto Gómez:
Efficient Semantic Diffusion Architectures for Model Training on Synthetic Echocardiograms. CoRR abs/2409.19371 (2024) - 2023
- [j14]Veronika A. Zimmer
Placenta segmentation in ultrasound imaging: Addressing sources of uncertainty and limited field-of-view. Medical Image Anal. 83: 102639 (2023) - [j13]Robert Wright
Fast fetal head compounding from multi-view 3D ultrasound. Medical Image Anal. 89: 102793 (2023) - [c34]David Stojanovski
Echo from Noise: Synthetic Ultrasound Image Generation Using Diffusion Models for Real Image Segmentation. ASMUS@MICCAI 2023: 34-43 - [c33]Hadrien Reynaud, Mengyun Qiao, Mischa Dombrowski, Thomas G. Day, Reza Razavi
Feature-Conditioned Cascaded Video Diffusion Models for Precise Echocardiogram Synthesis. MICCAI (10) 2023: 142-152 - [c32]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
Automatic Retrieval of Corresponding US Views in Longitudinal Examinations. MICCAI (1) 2023: 152-161 - [c31]Thierry Judge, Olivier Bernard, Woo-Jin Cho Kim, Alberto Gómez, Agisilaos Chartsias, Pierre-Marc Jodoin:
Asymmetric Contour Uncertainty Estimation for Medical Image Segmentation. MICCAI (3) 2023: 210-220 - [i22]Hadrien Reynaud, Mengyun Qiao, Mischa Dombrowski, Thomas G. Day, Reza Razavi, Alberto Gómez, Paul Leeson, Bernhard Kainz:
Feature-Conditioned Cascaded Video Diffusion Models for Precise Echocardiogram Synthesis. CoRR abs/2303.12644 (2023) - [i21]David Stojanovski, Uxio Hermida, Pablo Lamata, Arian Beqiri, Alberto Gómez:
Echo from noise: synthetic ultrasound image generation using diffusion models for real image segmentation. CoRR abs/2305.05424 (2023) - [i20]Hamideh Kerdegari, Tran Huy Nhat Phung
Automatic retrieval of corresponding US views in longitudinal examinations. CoRR abs/2306.04739 (2023) - [i19]Xi Jia, Alexander Thorley, Alberto Gómez, Wenqi Lu, Dipak Kotecha, Jinming Duan:
Fourier-Net+: Leveraging Band-Limited Representation for Efficient 3D Medical Image Registration. CoRR abs/2307.02997 (2023) - 2022
- [j12]Alberto Gómez
PRETUS: A plug-in based platform for real-time ultrasound imaging research. SoftwareX 17: 100959 (2022) - [c30]David Stojanovski
Efficient Pix2Vox++ for 3D Cardiac Reconstruction from 2D Echo Views. ASMUS@MICCAI 2022: 86-95 - [c29]Alberto Gómez
Left Ventricle Contouring of Apical Three-Chamber Views on 2D Echocardiography. ASMUS@MICCAI 2022: 96-105 - [i18]Esther Puyol-Antón, Bram Ruijsink, Baldeep S. Sidhu, Justin Gould, Bradley Porter, Mark K. Elliott, Vishal Mehta, Haotian Gu, Miguel Xochicale, Alberto Gómez, Christopher A. Rinaldi
AI-enabled Assessment of Cardiac Systolic and Diastolic Function from Echocardiography. CoRR abs/2203.11726 (2022) - [i17]Veronika A. Zimmer, Alberto Gómez, Emily Skelton, Robert Wright, Gavin Wheeler, Shujie Deng, Nooshin Ghavami, Karen Lloyd, Jacqueline Matthew
Placenta Segmentation in Ultrasound Imaging: Addressing Sources of Uncertainty and Limited Field-of-View. CoRR abs/2206.14746 (2022) - [i16]Alberto Gómez, Mihaela Porumb, Angela Mumith, Thierry Judge, Shan Gao, Woo-Jin Cho Kim, Jorge Oliveira, Agis Chartsias:
Left Ventricle Contouring of Apical Three-Chamber Views on 2D Echocardiography. CoRR abs/2207.06330 (2022) - [i15]David Stojanovski, Uxio Hermida
Efficient Pix2Vox++ for 3D Cardiac Reconstruction from 2D echo views. CoRR abs/2207.13424 (2022) - [i14]Miguel Xochicale, Louise Thwaites
A Machine Learning Case Study for AI-empowered echocardiography of Intensive Care Unit Patients in low- and middle-income countries. CoRR abs/2212.14510 (2022) - 2021
- [j11]P. Lampreave, Guillermo Jiménez-Pérez
Towards assisted electrocardiogram interpretation using an AI-enabled Augmented Reality headset. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 9(4): 349-356 (2021) - [j10]Shujie Deng
A Virtual Reality System for Improved Image-Based Planning of Complex Cardiac Procedures. J. Imaging 7(8): 151 (2021) - [j9]Christopher J. Arthurs
CRIMSON: An open-source software framework for cardiovascular integrated modelling and simulation. PLoS Comput. Biol. 17(5) (2021) - [j8]Qingjie Meng
Mutual Information-Based Disentangled Neural Networks for Classifying Unseen Categories in Different Domains: Application to Fetal Ultrasound Imaging. IEEE Trans. Medical Imaging 40(2): 722-734 (2021) - [c28]Hamideh Kerdegari, Phung Tran Huy Nhat
Automatic Detection of B-lines in Lung Ultrasound Videos from Severe Dengue Patients. ISBI 2021: 989-993 - [c27]Lindsay Munroe, Gina Sajith, Ei Lin, Surjava Bhattacharya
Automatic Re-orientation of 3D Echocardiographic Images in Virtual Reality Using Deep Learning. MIUA 2021: 177-188 - [i13]Hamideh Kerdegari, Phung Tran Huy Nhat
Automatic Detection of B-lines in Lung Ultrasound Videos From Severe Dengue Patients. CoRR abs/2102.01059 (2021) - [i12]Alberto Gómez:
MIPROT: A Medical Image Processing Toolbox for MATLAB. CoRR abs/2104.04771 (2021) - [i11]Hamideh Kerdegari, Phung Tran Huy Nhat, Angela McBride, Luigi Pisani, Reza Razavi, Louise Thwaites, Sophie Yacoub, Alberto Gómez:
B-line Detection in Lung Ultrasound Videos: Cartesian vs Polar Representation. CoRR abs/2107.12291 (2021) - [i10]Alberto Gómez, Veronika A. Zimmer, Gavin Wheeler, Nicolas Toussaint, Shujie Deng, Robert Wright, Emily Skelton, Jackie Matthews, Bernhard Kainz, Joseph V. Hajnal, Julia A. Schnabel:
PRETUS: A plug-in based platform for real-time ultrasound imaging research. CoRR abs/2109.06519 (2021) - 2020
- [c26]Veronika A. Zimmer, Alberto Gómez, Emily Skelton
A Multi-task Approach Using Positional Information for Ultrasound Placenta Segmentation. ASMUS/PIPPI@MICCAI 2020: 264-273 - [c25]Cesare Magnetti, Veronika A. M. Zimmer
Deep Generative Models to Simulate 2D Patient-Specific Ultrasound Images in Real Time. MIUA 2020: 423-435 - [i9]Simona Treivase, Alberto Gómez, Jacqueline Matthew
Screen Tracking for Clinical Translation of Live Ultrasound Image Analysis Methods. CoRR abs/2007.06272 (2020) - [i8]Qingjie Meng, Jacqueline Matthew, Veronika A. Zimmer, Alberto Gómez, David F. A. Lloyd, Daniel Rueckert, Bernhard Kainz:
Mutual Information-based Disentangled Neural Networks for Classifying Unseen Categories in Different Domains: Application to Fetal Ultrasound Imaging. CoRR abs/2011.00739 (2020)
2010 – 2019
- 2019
- [j7]Alberto Gómez
Optimal B-Spline Mapping of Flow Imaging Data for Imposing Patient-Specific Velocity Profiles in Computational Hemodynamics. IEEE Trans. Biomed. Eng. 66(7): 1872-1883 (2019) - [j6]Qingjie Meng
Weakly Supervised Estimation of Shadow Confidence Maps in Fetal Ultrasound Imaging. IEEE Trans. Medical Imaging 38(12): 2755-2767 (2019) - [c24]Alberto Gómez, Cornelia Schmitz, Markus Henningsson, James Housden, Yohan Noh
Mechanically Powered Motion Imaging Phantoms: Proof of Concept. EMBC 2019: 2723-2726 - [c23]Alberto Gómez, Veronika A. Zimmer, Nicolas Toussaint, Robert Wright, James R. Clough
Image Reconstruction in a Manifold of Image Patches: Application to Whole-Fetus Ultrasound Imaging. MLMIR@MICCAI 2019: 226-235 - [c22]Robert Wright, Nicolas Toussaint, Alberto Gómez, Veronika A. M. Zimmer, Bishesh Khanal
Complete Fetal Head Compounding from Multi-view 3D Ultrasound. MICCAI (3) 2019: 384-392 - [c21]Veronika A. Zimmer, Alberto Gómez, Emily Skelton
Towards Whole Placenta Segmentation at Late Gestation Using Multi-view Ultrasound Images. MICCAI (5) 2019: 628-636 - [c20]Samuel Budd
Confident Head Circumference Measurement from Ultrasound with Real-Time Feedback for Sonographers. MICCAI (4) 2019: 683-691 - [c19]Shuangyi Wang
Robotic-Assisted Ultrasound for Fetal Imaging: Evolution from Single-Arm to Dual-Arm System. TAROS (2) 2019: 27-38 - [e1]Qian Wang, Alberto Gómez, Jana Hutter, Kristin McLeod, Veronika A. M. Zimmer, Oliver Zettinig, Roxane Licandro, Emma C. Robinson, Daan Christiaens, Esra Abaci Turk, Andrew Melbourne:
Smart Ultrasound Imaging and Perinatal, Preterm and Paediatric Image Analysis - First International Workshop, SUSI 2019, and 4th International Workshop, PIPPI 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13 and 17, 2019, Proceedings. Lecture Notes in Computer Science 11798, Springer 2019, ISBN 978-3-030-32874-0 [contents] - [i7]Shuangyi Wang, James Housden, Yohan Noh, Davinder Singh, Anisha Singh, Emily Skelton, Jacqueline Matthew, Cornelius Tan, Junghwan Back, Lukas Lindenroth, Alberto Gómez, Nicolas Toussaint, Veronika A. M. Zimmer, Caroline Knight, Tara P. Fletcher, David Lloyd, John M. Simpson, Dharmintra Pasupathy, Hongbin Liu, Kaspar Althoefer, Joseph V. Hajnal, Reza Razavi, Kawal S. Rhode:
Robotic-assisted Ultrasound for Fetal Imaging: Evolution from Single-arm to Dual-arm System. CoRR abs/1902.05458 (2019) - [i6]Alberto Gómez, Cornelia Schmitz, Markus Henningsson, James Housden, Yohan Noh, Veronika A. Zimmer, James R. Clough, Ilkay Öksüz, Nicolas Toussaint, Andrew P. King, Julia A. Schnabel:
Mechanically Powered Motion Imaging Phantoms: Proof of Concept. CoRR abs/1905.07198 (2019) - [i5]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. CoRR abs/1908.02582 (2019) - 2018
- [c18]Juan J. Cerrolaza, Yuanwei Li, Carlo Biffi, Alberto Gómez, Jacqueline Matthew
Fetal Skull Reconstruction via Deep Convolutional Autoencoders. EMBC 2018: 887-890 - [c17]Juan J. Cerrolaza, Matthew Sinclair, Yuanwei Li, Alberto Gómez, Enzo Ferrante, Jacqueline Matthew
Deep learning with ultrasound physics for fetal skull segmentation. ISBI 2018: 564-567 - [c16]Qingjie Meng, Christian F. Baumgartner
Automatic Shadow Detection in 2D Ultrasound Images. DATRA/PIPPI@MICCAI 2018: 66-75 - [c15]Veronika A. Zimmer
Multi-view Image Reconstruction: Application to Fetal Ultrasound Compounding. DATRA/PIPPI@MICCAI 2018: 107-116 - [c14]Bishesh Khanal
EchoFusion: Tracking and Reconstruction of Objects in 4D Freehand Ultrasound Imaging Without External Trackers. DATRA/PIPPI@MICCAI 2018: 117-127 - [c13]Robert Wright, Bishesh Khanal
LSTM Spatial Co-transformer Networks for Registration of 3D Fetal US and MR Brain Images. DATRA/PIPPI@MICCAI 2018: 149-159 - [c12]Nicolas Toussaint, Bishesh Khanal
Weakly Supervised Localisation for Fetal Ultrasound Images. DLMIA/ML-CDS@MICCAI 2018: 192-200 - [c11]Juan J. Cerrolaza, Yuanwei Li, Carlo Biffi, Alberto Gómez, Matthew Sinclair, Jacqueline Matthew
3D Fetal Skull Reconstruction from 2DUS via Deep Conditional Generative Networks. MICCAI (1) 2018: 383-391 - [i4]Alberto Gómez, Veronika A. Zimmer, Bishesh Khanal, Nicolas Toussaint, Julia A. Schnabel:
Oversegmenting Graphs. CoRR abs/1806.00411 (2018) - [i3]Bishesh Khanal, Alberto Gómez, Nicolas Toussaint, Steven G. McDonagh, Veronika A. Zimmer, Emily Skelton, Jacqueline Matthew, Daniel Grzech, Robert Wright, Chandni Gupta, Benjamin Hou, Daniel Rueckert, Julia A. Schnabel, Bernhard Kainz:
EchoFusion: Tracking and Reconstruction of Objects in 4D Freehand Ultrasound Imaging without External Trackers. CoRR abs/1807.10583 (2018) - [i2]Nicolas Toussaint, Bishesh Khanal, Matthew Sinclair, Alberto Gómez, Emily Skelton, Jacqueline Matthew, Julia A. Schnabel:
Weakly Supervised Localisation for Fetal Ultrasound Images. CoRR abs/1808.00793 (2018) - [i1]Qingjie Meng, Matthew Sinclair, Veronika A. M. Zimmer, Benjamin Hou, Martin Rajchl, Nicolas Toussaint, Alberto Gómez, James Housden, Jacqueline Matthew, Daniel Rueckert, Julia A. Schnabel, Bernhard Kainz:
Weakly Supervised Estimation of Shadow Confidence Maps in Ultrasound Imaging. CoRR abs/1811.08164 (2018) - 2017
- [j5]Devis Peressutti
Registration of Multiview Echocardiography Sequences Using a Subspace Error Metric. IEEE Trans. Biomed. Eng. 64(2): 352-361 (2017) - [c10]Juan J. Cerrolaza, Ozan Oktay, Alberto Gómez, Jacqueline Matthew
Fetal Skull Segmentation in 3D Ultrasound via Structured Geodesic Random Forest. FIFI/OMIA@MICCAI 2017: 25-32 - [c9]Alberto Gómez, Kanwal K. Bhatia, Sarjana Tharin, James Housden, Nicolas Toussaint, Julia A. Schnabel
Fast Registration of 3D Fetal Ultrasound Images Using Learned Corresponding Salient Points. FIFI/OMIA@MICCAI 2017: 33-41 - 2016
- [j4]Adelaide de Vecchi
A novel methodology for personalized simulations of ventricular hemodynamics from noninvasive imaging data. Comput. Medical Imaging Graph. 51: 20-31 (2016) - 2015
- [j3]Alberto Gómez
4D Blood Flow Reconstruction Over the Entire Ventricle From Wall Motion and Blood Velocity Derived From Ultrasound Data. IEEE Trans. Medical Imaging 34(11): 2298-2308 (2015) - [c8]Yohan Noh
An ergonomic handheld ultrasound probe providing contact forces and pose information. EMBC 2015: 5773-5776 - [c7]Ozan Oktay, Alberto Gómez
Probabilistic Edge Map (PEM) for 3D Ultrasound Image Registration and Multi-atlas Left Ventricle Segmentation. FIMH 2015: 223-230 - [c6]Christian F. Baumgartner
Self-Aligning Manifolds for Matching Disparate Medical Image Datasets. IPMI 2015: 363-374 - [c5]Ozan Oktay, Andreas Schuh
Structured Decision Forests for Multi-modal Ultrasound Image Registration. MICCAI (2) 2015: 363-371 - 2013
- [j2]Devis Peressutti
A novel Bayesian respiratory motion model to estimate and resolve uncertainty in image-guided cardiac interventions. Medical Image Anal. 17(4): 488-502 (2013) - [j1]Alberto Gómez
A sensitivity analysis on 3D velocity reconstruction from multiple registered echo Doppler views. Medical Image Anal. 17(6): 616-631 (2013) - [c4]Devis Peressutti, Graeme P. Penney, Christoph Kolbitsch, Richard James Housden
A framework for automatic model-driven 2D echocardiography acquisition for robust respiratory motion estimation in image-guided cardiac interventions. ISBI 2013: 29-32 - [c3]Alberto Gómez
3D Intraventricular Flow Mapping from Colour Doppler Images and Wall Motion. MICCAI (2) 2013: 476-483 - 2012
- [c2]Alberto Gómez
Quantification of Transvalvular Flow through Composite Gaussian Surfaces from Temporally Interleaved Multi-view 3D Colour Doppler Images. STACOM 2012: 245-252 - 2011
- [c1]Alberto Gómez
3D flow reconstruction from multiple registered echo doppler views. ISBI 2011: 879-882
Coauthor Index
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