Pablo Lamata

Publication Activity (10 Years)

Years Active: 2003-2023
Publications (10 Years): 39

Top Topics

Magnetic Resonance

Automated Segmentation

Statistical Model

Top Venues

Medical Image Anal.

Publications

Paula Ramirez Gilliland, Uxio Hermida, Alena Uus, Milou P. M. van Poppel, Irina Grigorescu, Johannes K. Steinweg, David F. A. Lloyd, Kuberan Pushparajah, Adelaide de Vecchi, Andrew P. King, Pablo Lamata, Maria Deprez
Towards Automatic Risk Prediction of Coarctation of the Aorta from Fetal CMR Using Atlas-Based Segmentation and Statistical Shape Modelling. PIPPI@MICCAI (2023)
Malak Sabry, Pablo Lamata, Andreas Sigfridsson, Hamed Keramati, Alexander Fyrdahl, Martin Ugander, Magdi H. Yacoub, David Marlevi, Adelaide de Vecchi
Vortex Duration Time to Infer Pulmonary Hypertension: In-Silico Emulation and Dependence on Quantification Technique. FIMH (2023)
Debbie Zhao, João Filipe Fernandes, Stephen A. Creamer, Abdallah I. Hasaballa, Vicky Y. Wang, Thiranja P. Babarenda Gamage, Malcolm E. Legget, Robert N. Doughty, Peter N. Ruygrok, Pablo Lamata, Alistair A. Young, Martyn P. Nash
Left Ventricular Work and Power are Constant Despite Varying Cardiac Cycle Length - Implications for Patients with Atrial Fibrillation. FIMH (2023)
Malak Sabry, Uxio Hermida, Ahmed Hassan, Michael Nagy, David Stojanovski, Irini Samuel, John Locas, Magdi H. Yacoub, Adelaide de Vecchi, Pablo Lamata
Exploring the Relationship Between Pulmonary Artery Shape and Pressure in Pulmonary Hypertension: A Statistical Shape Analysis Study. STACOM@MICCAI (2023)
David Stojanovski, Uxio Hermida, Pablo Lamata, Arian Beqiri, Alberto Gómez
Echo from Noise: Synthetic Ultrasound Image Generation Using Diffusion Models for Real Image Segmentation. ASMUS@MICCAI (2023)
Uxio Hermida, Milou P. M. van Poppel, Malak Sabry, Hamed Keramati, David F. A. Lloyd, Johannes K. Steinweg, Trisha V. Vigneswaran, John M. Simpson, Reza Razavi, Kuberan Pushparajah, Pablo Lamata, Adelaide de Vecchi
Shape-Guided In-Silico Characterization of 3D Fetal Arch Hemodynamics in Suspected Coarctation of the Aorta. FIMH (2023)
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 (2023)
Antonia A. Pontiki, Sara De Angelis, Connor Dibblin, Isabella Trujillo-Cortes, Pablo Lamata, Richard Housden, Giulia Benedetti, Andrea Bille, Kawal S. Rhode
Development and Evaluation of a Rib Statistical Shape Model for Thoracic Surgery. EMBC (2022)
David Stojanovski, Uxio Hermida, Marica Muffoletto, Pablo Lamata, Arian Beqiri, Alberto Gómez
Efficient Pix2Vox++ for 3D Cardiac Reconstruction from 2D echo views. CoRR (2022)
Uxio Hermida, Milou van Poppel, David Stojanovski, David F. A. Lloyd, Johannes Steinweg, Trisha V. Vigneswaran, John M. Simpson, Reza Razavi, Adelaide de Vecchi, Kuberan Pushparajah, Pablo Lamata
Simplifying Disease Staging Models into a Single Anatomical Axis - A Case Study of Aortic Coarctation In-utero. STACOM@MICCAI (2022)
Cristóbal Rodero, Marina Strocchi, Angela W. C. Lee, Christopher A. Rinaldi, Edward J. Vigmond, Gernot Plank, Pablo Lamata, Steven A. Niederer
Impact of anatomical reverse remodelling in the design of optimal quadripolar pacing leads: A computational study. Comput. Biol. Medicine 140 (2022)
Cristóbal Rodero, Marina Strocchi, Maciej Marciniak, Stefano Longobardi, John Whitaker, Mark D. O'Neill, Karli Gillette, Christoph M. Augustin, Gernot Plank, Edward J. Vigmond, Pablo Lamata, Steven A. Niederer
Correction: Linking statistical shape models and simulated function in the healthy adult human heart. PLoS Comput. Biol. 18 (5) (2022)
David Stojanovski, Uxio Hermida, Marica Muffoletto, Pablo Lamata, Arian Beqiri, Alberto Gómez
Efficient Pix2Vox++ for 3D Cardiac Reconstruction from 2D Echo Views. ASMUS@MICCAI (2022)
Marcel Beetz, Jorge Corral Acero, Abhirup Banerjee, Ingo Eitel, Ernesto Zacur, Torben Lange, Thomas Stiermaier, Ruben Evertz, Sören J. Backhaus, Holger Thiele, Alfonso Bueno-Orovio, Pablo Lamata, Andreas Schuster, Vicente Grau
Post-Infarction Risk Prediction with Mesh Classification Networks. STACOM@MICCAI (2022)
Marcel Beetz, Jorge Corral Acero, Abhirup Banerjee, Ingo Eitel, Ernesto Zacur, Torben Lange, Thomas Stiermaier, Ruben Evertz, Sören J. Backhaus, Holger Thiele, Alfonso Bueno-Orovio, Pablo Lamata, Andreas Schuster, Vicente Grau
Mesh U-Nets for 3D Cardiac Deformation Modeling. STACOM@MICCAI (2022)
Andrew Gilbert, Maciej Marciniak, Cristóbal Rodero, Pablo Lamata, Eigil Samset, Kristin McLeod
Generating Synthetic Labeled Data From Existing Anatomical Models: An Example With Echocardiography Segmentation. IEEE Trans. Medical Imaging 40 (10) (2021)
Cristóbal Rodero, Marina Strocchi, Maciej Marciniak, Stefano Longobardi, John Whitaker, Mark D. O'Neill, Karli Gillette, Christoph M. Augustin, Gernot Plank, Edward J. Vigmond, Pablo Lamata, Steven A. Niederer
Linking statistical shape models and simulated function in the healthy adult human heart. PLoS Comput. Biol. 17 (4) (2021)
David Marlevi, Maximilian Balmus, Andreas Hessenthaler, Federica Viola, Daniel Fovargue, Adelaide de Vecchi, Pablo Lamata, Nicholas S. Burris, Francis D. Pagani, Jan E. Engvall, Elazer R. Edelman, Tino Ebbers, David A. Nordsletten
Non-invasive estimation of relative pressure for intracardiac flows using virtual work-energy. Medical Image Anal. 68 (2021)
Nicoló Savioli, Enrico Grisan, Silvia Visentin, Erich Cosmi, Giovanni Montana, Pablo Lamata
Real-time diameter of the fetal aorta from ultrasound. Neural Comput. Appl. 32 (11) (2020)
Zhaohan Xiong, Qing Xia, Zhiqiang Hu, Ning Huang, Cheng Bian, Yefeng Zheng, Sulaiman Vesal, Nishant Ravikumar, Andreas K. Maier, Xin Yang, Pheng-Ann Heng, Dong Ni, Caizi Li, Qianqian Tong, Weixin Si, Élodie Puybareau, Younes Khoudli, Thierry Géraud, Chen Chen, Wenjia Bai, Daniel Rueckert, Lingchao Xu, Xiahai Zhuang, Xinzhe Luo, Shuman Jia, Maxime Sermesant, Yashu Liu, Kuanquan Wang, Davide Borra, Alessandro Masci, Cristiana Corsi, Coen de Vente, Mitko Veta, Rashed Karim, Chandrakanth Jayachandran Preetha, Sandy Engelhardt, Mengyun Qiao, Yuanyuan Wang, Qian Tao, Marta Nuñez Garcia, Oscar Camara, Nicoló Savioli, Pablo Lamata, Jichao Zhao
A Global Benchmark of Algorithms for Segmenting Late Gadolinium-Enhanced Cardiac Magnetic Resonance Imaging. CoRR (2020)
David Marlevi, Hojin Ha, Desmond Dillon-Murphy, Joao Filipe Fernandes, Daniel Fovargue, Massimiliano Colarieti-Tosti, Matilda Larsson, Pablo Lamata, C. Alberto Figueroa, Tino Ebbers, David A. Nordsletten
Non-invasive estimation of relative pressure in turbulent flow using virtual work-energy. Medical Image Anal. 60 (2020)
Jorge Corral Acero, Ernesto Zacur, Hao Xu, Rina Ariga, Alfonso Bueno-Orovio, Pablo Lamata, Vicente Grau
SMOD - Data Augmentation Based on Statistical Models of Deformation to Enhance Segmentation in 2D Cine Cardiac MRI. FIMH (2019)
Anastasia Nasopoulou, David A. Nordsletten, Steven A. Niederer, Pablo Lamata
Solution to the Unknown Boundary Tractions in Myocardial Material Parameter Estimations. FIMH (2019)
Eric Kerfoot, Esther Puyol-Antón, Bram Ruijsink, Rina Ariga, Ernesto Zacur, Pablo Lamata, Julia A. Schnabel
Synthesising Images and Labels Between MR Sequence Types with CycleGAN. DART/MIL3ID@MICCAI (2019)
Gabriel Balaban, Brian Halliday, Wenjia Bai, Bradley Porter, Carlotta Malvuccio, Pablo Lamata, Christopher A. Rinaldi, Gernot Plank, Daniel Rueckert, Sanjay K. Prasad, Martin J. Bishop
Scar shape analysis and simulated electrical instabilities in a non-ischemic dilated cardiomyopathy patient cohort. PLoS Comput. Biol. 15 (10) (2019)
Shu Wang, Harminder Gill, Weifeng Wan, Helen Tricker, Joao Filipe Fernandes, Yohan Noh, Sergio Uribe, Jesús Urbina, Julio Sotelo, Ronak Rajani, Pablo Lamata, Kawal S. Rhode
Manufacturing of Ultrasound- and MRI-Compatible Aortic Valves Using 3D Printing for Analysis and Simulation. STACOM@MICCAI (2019)
Jorge Corral Acero, Hao Xu, Ernesto Zacur, Jürgen E. Schneider, Pablo Lamata, Alfonso Bueno-Orovio, Vicente Grau
Left Ventricle Quantification with Cardiac MRI: Deep Learning Meets Statistical Models of Deformation. STACOM@MICCAI (2019)
Nicoló Savioli, Miguel Silva Vieira, Pablo Lamata, Giovanni Montana
A Generative Adversarial Model for Right Ventricle Segmentation. CoRR (2018)
Nicoló Savioli, Silvia Visentin, Erich Cosmi, Enrico Grisan, Pablo Lamata, Giovanni Montana
Temporal Convolution Networks for Real-Time Abdominal Fetal Aorta Analysis with Ultrasound. ICANN (2) (2018)
Nicoló Savioli, Giovanni Montana, Pablo Lamata
V-FCNN: Volumetric Fully Convolution Neural Network for Automatic Atrial Segmentation. STACOM@MICCAI (2018)
Nicoló Savioli, Silvia Visentin, Erich Cosmi, Enrico Grisan, Pablo Lamata, Giovanni Montana
Temporal Convolution Networks for Real-Time Abdominal Fetal Aorta Analysis with Ultrasound. CoRR (2018)
Nicoló Savioli, Giovanni Montana, Pablo Lamata
V-FCNN: Volumetric Fully Convolution Neural Network For Automatic Atrial Segmentation. CoRR (2018)
Nicoló Savioli, Miguel S. Vieira, Pablo Lamata, Giovanni Montana
Automated segmentation on the entire cardiac cycle using a deep learning work-flow. CoRR (2018)
Nicoló Savioli, Miguel Silva Vieira, Pablo Lamata, Giovanni Montana
Automated Segmentation on the Entire Cardiac Cycle Using a Deep Learning Work - Flow. SNAMS (2018)
Anastasia Nasopoulou, David A. Nordsletten, Steven A. Niederer, Pablo Lamata
Feasibility of the Estimation of Myocardial Stiffness with Reduced 2D Deformation Data. FIMH (2017)
Spiros Koulouzis, Adam Belloum, Marian Bubak, Pablo Lamata, Daniel Nolte, Dmitry Vasyunin, Cees de Laat
Distributed Data Management Service for VPH Applications. IEEE Internet Comput. 20 (2) (2016)
Angela W. C. Lee, Manav Sohal, Jonathan M. Behar, Simon Claridge, Anoop Shetty, Thomas Jackson, Eoin R. Hyde, Gernot Plank, Reza Razavi, Pablo Lamata, Christopher Aldo Rinaldi, Steven A. Niederer
Personalised Biophysical Model to Optimise Left Ventricle Pacing Location for Cardiac Resynchronisation Therapy Over Time. CinC (2016)
Rudra P. K. Poudel, Pablo Lamata, Giovanni Montana
Recurrent Fully Convolutional Neural Networks for Multi-slice MRI Cardiac Segmentation. CoRR (2016)
Rudra P. K. Poudel, Pablo Lamata, Giovanni Montana
Recurrent Fully Convolutional Neural Networks for Multi-slice MRI Cardiac Segmentation. RAMBO+HVSMR@MICCAI (2016)
Anastasia Nasopoulou, Bojan Blazevic, Andrew Crozier, Wenzhe Shi, Anoop Shetty, C. Aldo Rinaldi, Pablo Lamata, Steven A. Niederer
Myocardial Stiffness Estimation: A Novel Cost Function for Unique Parameter Identification. FIMH (2015)
Jack Allen, Ernesto Zacur, Erica Dall' Armellina, Pablo Lamata, Vicente Grau
Myocardial Infarction Detection from Left Ventricular Shapes Using a Random Forest. STACOM@MICCAI (2015)
Fabrizio Donati, C. Alberto Figueroa, Nicolas P. Smith, Pablo Lamata, David A. Nordsletten
Non-invasive pressure difference estimation from PC-MRI using the work-energy equation. Medical Image Anal. 26 (1) (2015)
Sander Land, Steven A. Niederer, Pablo Lamata, Nicolas Smith
Improving the Stability of Cardiac Mechanical Simulations. IEEE Trans. Biomed. Eng. 62 (3) (2015)
Ernesto Zacur, James Wong, Reza Razavi, Tal Geva, Gerald Greil, Pablo Lamata
Revealing Differences in Anatomical Remodelling of the Systemic Right Ventricle. FIMH (2015)
Adelaide de Vecchi, Rachel E. Clough, Nicholas R. Gaddum, Marcel C. M. Rutten, Pablo Lamata, Tobias Schaeffter, David A. Nordsletten, Nicolas Smith
Catheter-Induced Errors in Pressure Measurements in Vessels: An In-Vitro and Numerical Study. IEEE Trans. Biomed. Eng. 61 (6) (2014)
Fabrizio Donati, David A. Nordsletten, Nicolas P. Smith, Pablo Lamata
Pressure mapping from flow imaging: Enhancing computation of the viscous term through velocity reconstruction in near-wall regions. EMBC (2014)
Matthew McCormick, David Nordsletten, Pablo Lamata, Nicolas Smith
Computational analysis of the importance of flow synchrony for cardiac ventricular assist devices. Comput. Biol. Medicine 49 (2014)
Sander Land, Steven A. Niederer, Pablo Lamata
Estimation of Diastolic Biomarkers: Sensitiviy to Fibre Orientation. STACOM (2014)
Øyvind Nordbø, Pablo Lamata, Sander Land, Steven A. Niederer, Jan M. Aronsen, William E. Louch, Ivar Sjaastad, Harald Martens, Arne B. Gjuvsland, Kristin Tøndel, Hans Torp, Maélène Lohezic, Jürgen E. Schneider, Espen W. Remme, Nicolas Smith, Stig W. Omholt, Jon Olav Vik
A computational pipeline for quantification of mouse myocardial stiffness parameters. Comput. Biol. Medicine 53 (2014)
Catalina Tobon-Gomez, Nicolas Duchateau, Rafael Sebastián, Stéphanie Marchesseau, Oscar Camara, Erwan Donal, Mathieu De Craene, Ali Pashaei, Jatin Relan, M. Steghofer, Pablo Lamata, Hervé Delingette, Simon G. Duckett, Mireille Garreau, Alfredo I. Hernández, Kawal S. Rhode, Maxime Sermesant, Nicholas Ayache, Christophe Leclercq, Reza Razavi, Nicolas Smith, Alejandro F. Frangi
Understanding the mechanisms amenable to CRT response: from pre-operative multimodal image data to patient-specific computational models. Medical Biol. Eng. Comput. 51 (11) (2013)
Eric Kerfoot, Pablo Lamata, Steven A. Niederer, Rod D. Hose, Jos A. E. Spaan, Nic Smith
Share and enjoy: anatomical models database - generating and sharing cardiovascular model data using web services. Medical Biol. Eng. Comput. 51 (11) (2013)
Ayush Goyal, Jack Lee, Pablo Lamata, Jeroen P. H. M. van den Wijngaard, Pepijn van Horssen, Jos A. E. Spaan, Maria Siebes, Vicente Grau, Nic Smith
Model-Based Vasculature Extraction From Optical Fluorescence Cryomicrotome Images. IEEE Trans. Medical Imaging 32 (1) (2013)
Pablo Lamata, Merzaka Lazdam, Anna Ashcroft, Adam Lewandowski, Paul Leeson, Nic Smith
Computational Mesh as a Descriptor of Left Ventricular Shape for Clinical Diagnosis. CinC (2013)
Jiahe Xi, Pablo Lamata, Steven A. Niederer, Sander Land, Wenzhe Shi, Xiahai Zhuang, Sébastien Ourselin, Simon G. Duckett, Anoop Shetty, C. Aldo Rinaldi, Daniel Rueckert, Reza Razavi, Nic Smith
The estimation of patient-specific cardiac diastolic functions from clinical measurements. Medical Image Anal. 17 (2) (2013)
Pablo Lamata, Ishani Roy, Bojan Blazevic, Andrew Crozier, Sander Land, Steven A. Niederer, Rod D. Hose, Nicolas Smith
Quality Metrics for High Order Meshes: Analysis of the Mechanical Simulation of the Heart Beat. IEEE Trans. Medical Imaging 32 (1) (2013)
Oscar Camara, Maxime Sermesant, Pablo Lamata, Linwei Wang, Mihaela Pop, Jatin Relan, Mathieu De Craene, Hervé Delingette, Huafeng Liu, Steven A. Niederer, Ali Pashaei, Gernot Plank, Daniel Romero, Rafael Sebastián, Ken C. L. Wong, Heye Zhang, Nicholas Ayache, Alejandro F. Frangi, Pengcheng Shi, Nic Smith, Graham A. Wright
Integration of different cardiac electrophysiological models into a single simulation pipeline. ISBI (2012)
Sebastian Krittian, Pablo Lamata, Christian Michler, David Nordsletten, Jelena Bock, Chris P. Bradley, Alex Pitcher, Philip J. Kilner, Michael Markl, Nicolas Smith
A finite-element approach to the direct computation of relative cardiovascular pressure from time-resolved MR velocity data. Medical Image Anal. 16 (5) (2012)
Jiahe Xi, Pablo Lamata, Wenzhe Shi, Steven A. Niederer, Sander Land, Daniel Rueckert, Simon G. Duckett, Anoop Shetty, C. Aldo Rinaldi, Reza Razavi, Nic Smith
An Automatic Data Assimilation Framework for Patient-Specific Myocardial Mechanical Parameter Estimation. FIMH (2011)
Pablo Lamata, Steven A. Niederer, David Nordsletten, David C. Barber, Ishani Roy, Rod D. Hose, Nic Smith
An accurate, fast and robust method to generate patient-specific cubic Hermite meshes. Medical Image Anal. 15 (6) (2011)
Adinda Freudenthal, Thomas Stüdeli, Pablo Lamata, Eigil Samset
Collaborative co-design of emerging multi-technologies for surgery. J. Biomed. Informatics 44 (2) (2011)
Pablo Lamata, Steven A. Niederer, David C. Barber, David Nordsletten, Jack Lee, Rod D. Hose, Nic Smith
Personalization of Cubic Hermite Meshes for Efficient Biomechanical Simulations. MICCAI (2) (2010)
Pablo Lamata, Steven A. Niederer, Gernot Plank, Nic Smith
Generic Conduction Parameters for Predicting Activation Waves in Customised Cardiac Electrophysiology Models. STACOM/CESC (2010)
Pablo Lamata, Ashis Jalote-Parmar, Félix Lamata, Jérôme Declerck
The Resection Map, a proposal for intraoperative hepatectomy guidance. Int. J. Comput. Assist. Radiol. Surg. 3 (3-4) (2008)
Alicia M. Cano, Francisco Gayá, Pablo Lamata, Patricia Sánchez-González, Enrique J. Gómez
Laparoscopic Tool Tracking Method for Augmented Reality Surgical Applications. ISBMS (2008)
Pablo Lamata, Enrique J. Gómez, Félix L. Hernández, Alfonso Oltra Pastor, Francisco Miguel Sánchez-Margallo, Francisco del Pozo
Understanding Perceptual Boundaries in Laparoscopic Surgery. IEEE Trans. Biomed. Eng. 55 (3) (2008)
Pablo Lamata, Enrique J. Gómez, Francisco M. Sánchez-Margallo, Oscar López, Carlos Monserrat, Verónica García-Pérez, Carlos Alberola-López, Miguel Ángel Rodríguez Florido, Juan Ruiz, Jesús Usón
SINERGIA laparoscopic virtual reality simulator: Didactic design and technical development. Comput. Methods Programs Biomed. 85 (3) (2007)
Pablo Lamata, Enrique J. Gómez, Fernando Bello, Roger L. Kneebone, Rajesh Aggarwal, Félix Lamata
Conceptual Framework for Laparoscopic VR Simulators. IEEE Computer Graphics and Applications 26 (6) (2006)
Alicia M. Cano, Pablo Lamata, Francisco Gayá, Enrique J. Gómez
New Methods for Video-Based Tracking of Laparoscopic Tools. ISBMS (2006)
Pablo Lamata, Enrique J. Gómez, Francisco M. Sánchez-Margallo, Félix Lamata, Francisco Gayá, José B. Pagador, Jesús Usón, Francisco del Pozo
Analysis of tissue consistency perception for laparoscopic simulator design. CARS (2004)
Pablo Lamata, Enrique J. Gómez, Francisco M. Sánchez-Margallo, Félix Lamata, Francisco Gayá, José B. Pagador, Jesús Usón, Francisco del Pozo
A New Methodology to Characterize Sensory Interaction for Use in Laparoscopic Surgery Simulation. ISMS (2004)
Alejandro F. Frangi, Martín Laclaustra, Pablo Lamata
A registration-based approach to quantify Flow-Mediated Dilation (FMD) of the brachial artery in ultrasound image sequences. IEEE Trans. Medical Imaging 22 (11) (2003)