Alena Uus

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 26

Top Topics

Vessel Segmentation

Diffeomorphic Registration

Top Venues

UNSURE/PIPPI@MICCAI

Publications

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, Kawal S. Rhode, Joseph V. Hajnal, Mary A. Rutherford
Craniofacial phenotyping with fetal MRI: a feasibility study of 3D visualisation, segmentation, surface-rendered and physical models. BMC Medical Imaging 24 (1) (2024)
Kelly Payette, Alena Uus, Jordina Aviles Verdera, Carla Avena Zampieri, Megan Hall, Lisa Story, Maria Deprez, Mary A. Rutherford, Joseph V. Hajnal, Sébastien Ourselin, Raphaël Tomi-Tricot, Jana Hutter
An Automated Pipeline for Quantitative T2* Fetal Body MRI and Segmentation at Low Field. MICCAI (7) (2023)
Suryava Bhattacharya, Anthony Price, Alena Uus, Helena S. Sousa, Massimo Marenzana, Kathleen Colford, Peter Murkin, Maggie Lee, Lucilio Cordero-Grande, Rui Pedro A. G. Teixeira, Shaihan J. Malik, Maria Deprez
Quantitative T2 Relaxometry in Fetal Brain: Validation Using Modified FaBiaN Fetal Brain MRI Simulator. PIPPI@MICCAI (2023)
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
Multi-task learning for joint weakly-supervised segmentation and aortic arch anomaly classification in fetal cardiac MRI. CoRR (2023)
Alena Uus, Megan Hall, Kelly Payette, Joseph V. Hajnal, Maria Deprez, Mary A. Rutherford, Jana Hutter, Lisa Story
Combined Quantitative T2* Map and Structural T2-Weighted Tissue-Specific Analysis for Fetal Brain MRI: Pilot Automated Pipeline. PIPPI@MICCAI (2023)
Lucilio Cordero-Grande, Juan Enrique Ortuño Fisac, Alejandra Aguado del Hoyo, Alena Uus, Maria Deprez, Andrés Santos, Joseph V. Hajnal, María J. Ledesma-Carbayo
Fetal MRI by Robust Deep Generative Prior Reconstruction and Diffeomorphic Registration. IEEE Trans. Medical Imaging 42 (3) (2023)
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)
Helena S. Sousa, Abi Gartner, Alena Uus, Vanessa Kyriakopoulou, Brigita Ziukaite, Isa Anzak, Jonathan O'Muircheartaigh, Joseph V. Hajnal, Jacques-Donald Tournier, Alexander Hammers, Mary A. Rutherford, Maria Deprez
A Deep Learning Approach for Segmenting the Subplate and Proliferative Zones in Fetal Brain MRI. PIPPI@MICCAI (2023)
Jordina Aviles, Kathleen Colford, Megan Hall, Massimo Marenzana, Alena Uus, Sharon Giles, Philippa Bridgen, Mary A. Rutherford, Shaihan J. Malik, Joseph V. Hajnal, Raphaël Tomi-Tricot, Jana Hutter
A Fast Anatomical and Quantitative MRI Fetal Exam at Low Field. PIPPI@MICCAI (2022)
Alena Uus, Mohammad-Usamah Ayub, Abi Gartner, Vanessa Kyriakopoulou, Maximilian Pietsch, Irina Grigorescu, Daan Christiaens, Jana Hutter, Lucilio Cordero-Grande, Anthony Price, Dafnis Batalle, Serena J. Counsell, Joseph V. Hajnal, A. David Edwards, Mary A. Rutherford, Maria Deprez
Segmentation of Periventricular White Matter in Neonatal Brain MRI: Analysis of Brain Maturation in Term and Preterm Cohorts. PIPPI@MICCAI (2022)
Alena Uus, Irina Grigorescu, Milou van Poppel, Johannes Steinweg, Thomas A. Roberts, Mary A. Rutherford, Joseph V. Hajnal, David F. A. Lloyd, Kuberan Pushparajah, Maria Deprez
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. 80 (2022)
Irina Grigorescu, Alena Uus, Daan Christiaens, Lucilio Cordero-Grande, Jana Hutter, Dafnis Batalle, A. David Edwards, Joseph V. Hajnal, Marc Modat, Maria Deprez
Attention-Driven Multi-channel Deformable Registration of Structural and Microstructural Neonatal Data. PIPPI@MICCAI (2022)
Paula Ramirez Gilliland, Alena Uus, Milou van Poppel, Irina Grigorescu, Johannes Steinweg, David F. A. Lloyd, Kuberan Pushparajah, Andrew P. King, Maria Deprez
Automated Multi-class Fetal Cardiac Vessel Segmentation in Aortic Arch Anomalies Using T2-Weighted 3D Fetal MRI. PIPPI@MICCAI (2022)
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, Maximilian Pietsch, Joseph V. Hajnal, A. David Edwards, Mary A. Rutherford, Maria Deprez
Spatio-Temporal Atlas of Normal Fetal Craniofacial Feature Development and CNN-Based Ocular Biometry for Motion-Corrected Fetal MRI. UNSURE/PIPPI@MICCAI (2021)
Irina Grigorescu, Alena Uus, Daan Christiaens, Lucilio Cordero-Grande, Jana Hutter, Dafnis Batalle, A. David Edwards, Joseph V. Hajnal, Marc Modat, Maria Deprez
Uncertainty-Aware Deep Learning Based Deformable Registration. UNSURE/PIPPI@MICCAI (2021)
Lucilio Cordero-Grande, Juan Enrique Ortuño Fisac, Alena Uus, Maria Deprez, Andrés Santos, Joseph V. Hajnal, María-Jesus Ledesma-Carbayo
Fetal MRI by robust deep generative prior reconstruction and diffeomorphic registration: application to gestational age prediction. CoRR (2021)
Riine Heinsalu, Logan Williams, Aditi Ranjan, Carla Avena Zampieri, Alena Uus, Emma Claire Robinson, Mary A. Rutherford, Lisa Story, Jana Hutter
Predicting Preterm Birth Using Multimodal Fetal Imaging. UNSURE/PIPPI@MICCAI (2021)
Irina Grigorescu, Alena Uus, Daan Christiaens, Lucilio Cordero-Grande, Jana Hutter, A. David Edwards, Joseph V. Hajnal, Marc Modat, Maria Deprez
Diffusion Tensor Driven Image Registration: A Deep Learning Approach. WBIR (2020)
Alena Uus, Maximilian Pietsch, Irina Grigorescu, Daan Christiaens, Jacques-Donald Tournier, Lucilio Cordero-Grande, Jana Hutter, A. David Edwards, Joseph V. Hajnal, Maria Deprez
Multi-channel Registration for Diffusion MRI: Longitudinal Analysis for the Neonatal Brain. WBIR (2020)
Alena Uus, Tong Zhang, Laurence H. Jackson, Thomas A. Roberts, Mary A. Rutherford, Joseph V. Hajnal, Maria Deprez
Deformable Slice-to-Volume Registration for Motion Correction of Fetal Body and Placenta MRI. IEEE Trans. Medical Imaging 39 (9) (2020)
Alena Uus, Johannes Steinweg, Alison Ho, Laurence H. Jackson, Joseph V. Hajnal, Mary A. Rutherford, Maria Deprez, Jana Hutter
Deformable Slice-to-Volume Registration for Reconstruction of Quantitative T2* Placental and Fetal MRI. ASMUS/PIPPI@MICCAI (2020)
Tong Zhang, Laurence H. Jackson, Alena Uus, James R. Clough, Lisa Story, Mary A. Rutherford, Joseph V. Hajnal, Maria Deprez
Self-supervised Recurrent Neural Network for 4D Abdominal and In-utero MR Imaging. CoRR (2019)
Tong Zhang, Laurence H. Jackson, Alena Uus, James R. Clough, Lisa Story, Mary A. Rutherford, Joseph V. Hajnal, Maria Deprez
Self-supervised Recurrent Neural Network for 4D Abdominal and In-utero MR Imaging. MLMIR@MICCAI (2019)
Alena Uus, Panos Liatsis, Ronak Rajani
The influence of vessel segmentation threshold on the accuracy of patient-specific coronary blood flow simulations. MWSCAS (2016)
Alena Uus, Panos Liatsis, Gregory G. Slabaugh, Athanasios Anagnostis, Sam Roberts, Stephen Twist
Trend deviation analysis for automated detection of defects in GPR data for road condition surveys. IWSSIP (2016)
Alena Uus, Panos Liatsis
Design of a 0D Image-Based Coronary Blood Flow Model. DeSE (2016)
Shahjahan Miah, Alena Uus, Panos Liatsis, Sam Roberts, Stephen Twist, Maud Hovens, Hans Godding
Design of multidimensional sensor fusion system for road pavement inspection. IWSSIP (2015)
Alena Uus, Panos Liatsis, Giuseppe Nardoni, Enayet Rahman
Optimisation of transducer positioning in air-coupled ultrasound inspection of concrete/asphalt structures. IWSSIP (2015)
Alena Uus, Panos Liatsis, Muhammad Moazzam Jawaid, Ronak Rajani, Elena N. Benderskaya
Assessment of stenosis introduced flow resistance in CCTA-reconstructed coronary arteries. IWSSIP (2015)
Alena Uus, Panos Liatsis, Ronak Rajani, Lidija Mandic
The impact of boundary conditions in patient-specific coronary blood flow simulation. IWSSIP (2014)