David F. A. Lloyd

16 papers Journal 10Unranked 6
YearRankTypeTitle / Venue / Authors
2024 J jnl
DCRA-Net: Attention-Enabled Reconstruction Model for Dynamic Fetal Cardiac MRI.
CoRR
Denis Prokopenko, David F. A. Lloyd, Amedeo Chiribiri, Daniel Rueckert, Joseph V. Hajnal
2024 J jnl
The onset of coarctation of the aorta before birth: Mechanistic insights from fetal arch anatomy and haemodynamics.
Comput. Biol. Medicine
Uxio Hermida, Milou P. M. van Poppel, Malak Sabry, Hamed Keramati, Johannes K. Steinweg, John M. Simpson, Trisha V. Vigneswaran, Reza Razavi, Kuberan Pushparajah, David F. A. Lloyd, Pablo Lamata, Adelaide de Vecchi
2023 J jnl
Multi-task learning for joint weakly-supervised segmentation and aortic arch anomaly classification in fetal cardiac MRI.
CoRR
Paula Ramirez Gilliland, Alena Uus, Milou P. M. van Poppel, Irina Grigorescu, Johannes K. Steinweg, David F. A. Lloyd, Kuberan Pushparajah, Andrew P. King, Maria Deprez
2023 — conf
Shape-Guided In-Silico Characterization of 3D Fetal Arch Hemodynamics in Suspected Coarctation of the Aorta.
FIMH
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
2023 — conf
The Challenge of Fetal Cardiac MRI Reconstruction Using Deep Learning.
PIPPI@MICCAI
Denis Prokopenko, Kerstin Hammernik, Thomas A. Roberts, David F. A. Lloyd, Daniel Rueckert, Joseph V. Hajnal
2023 J jnl
The Challenge of Fetal Cardiac MRI Reconstruction Using Deep Learning.
CoRR
Denis Prokopenko, Kerstin Hammernik, Thomas A. Roberts, David F. A. Lloyd, Daniel Rueckert, Joseph V. Hajnal
2023 — conf
Towards Automatic Risk Prediction of Coarctation of the Aorta from Fetal CMR Using Atlas-Based Segmentation and Statistical Shape Modelling.
PIPPI@MICCAI
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
2022 J jnl
Automated 3D reconstruction of the fetal thorax in the standard atlas space from motion-corrupted MRI stacks for 21-36 weeks GA range.
Medical Image Anal.
Alena Uus, Irina Grigorescu, Milou P. M. van Poppel, Johannes K. Steinweg, Thomas A. Roberts, Mary A. Rutherford, Joseph V. Hajnal, David F. A. Lloyd, Kuberan Pushparajah, Maria Deprez
2022 — conf
Automated Multi-class Fetal Cardiac Vessel Segmentation in Aortic Arch Anomalies Using T2-Weighted 3D Fetal MRI.
PIPPI@MICCAI
Paula Ramirez Gilliland, Alena Uus, Milou P. M. van Poppel, Irina Grigorescu, Johannes K. Steinweg, David F. A. Lloyd, Kuberan Pushparajah, Andrew P. King, Maria Deprez
2022 — conf
Simplifying Disease Staging Models into a Single Anatomical Axis - A Case Study of Aortic Coarctation In-utero.
STACOM@MICCAI
Uxio Hermida, Milou P. M. van Poppel, David Stojanovski, David F. A. Lloyd, Johannes K. Steinweg, Trisha V. Vigneswaran, John M. Simpson, Reza Razavi, Adelaide de Vecchi, Kuberan Pushparajah, Pablo Lamata
2021 J jnl
Mutual Information-Based Disentangled Neural Networks for Classifying Unseen Categories in Different Domains: Application to Fetal Ultrasound Imaging.
IEEE Trans. Medical Imaging
Qingjie Meng, Jacqueline Matthew, Veronika A. Zimmer, Alberto Gómez, David F. A. Lloyd, Daniel Rueckert, Bernhard Kainz
2020 J jnl
Mutual Information-based Disentangled Neural Networks for Classifying Unseen Categories in Different Domains: Application to Fetal Ultrasound Imaging.
CoRR
Qingjie Meng, Jacqueline Matthew, Veronika A. Zimmer, Alberto Gómez, David F. A. Lloyd, Daniel Rueckert, Bernhard Kainz
2017 J jnl
PVR: Patch-to-Volume Reconstruction for Large Area Motion Correction of Fetal MRI.
IEEE Trans. Medical Imaging
Amir Alansary, Martin Rajchl, Steven G. McDonagh, Maria Murgasova, Mellisa Damodaram, David F. A. Lloyd, Alice Davidson, Mary A. Rutherford, Joseph V. Hajnal, Daniel Rueckert, Bernhard Kainz
2017 J jnl
Placenta Maps: In Utero Placental Health Assessment of the Human Fetus.
IEEE Trans. Vis. Comput. Graph.
Haichao Miao, Gabriel Mistelbauer, Alexey Karimov, Amir Alansary, Alice Davidson, David F. A. Lloyd, Mellisa Damodaram, Lisa Story, Jana Hutter, Joseph V. Hajnal, Mary A. Rutherford, Bernhard Preim, Bernhard Kainz, M. Eduard Gröller
2016 — conf
High-Performance Motion Correction of Fetal MRI.
EuroRV³@EuroVis
Bernhard Kainz, David F. A. Lloyd, Amir Alansary, Maria Kuklisova-Murgasova, Rostislav Khlebnikov, Daniel Rueckert, Mary A. Rutherford, Reza Razavi, Joseph V. Hajnal
2016 J jnl
PVR: Patch-to-Volume Reconstruction for Large Area Motion Correction of Fetal MRI.
CoRR
Amir Alansary, Bernhard Kainz, Martin Rajchl, Maria Murgasova, Mellisa Damodaram, David F. A. Lloyd, Alice Davidson, Steven G. McDonagh, Mary A. Rutherford, Joseph V. Hajnal, Daniel Rueckert