Maria Deprez

38 papers Journal 15Unranked 23
YearRankTypeTitle / Venue / Authors
2025 J jnl
Fetal body organ T2* relaxometry at low field strength (FOREST).
Medical Image Anal.
Kelly Payette, Alena Uus, Jordina Aviles Verdera, Megan Hall, Alexia Egloff, Maria Deprez, Raphaël Tomi-Tricot, Joseph V. Hajnal, Mary A. Rutherford, Lisa Story, Jana Hutter
2025 — conf
Quantifying Fetal Periventricular White Matter Development Using Multimodal MRI.
PIPPI@MICCAI
Helena S. Sousa, Abi Fukami-Gartner, Alena Uus, Sian Wilson, Vanessa Kyriakopoulou, Jana Hutter, Lisa Story, Megan Hall, Grainne M. McAlonan, Joseph V. Hajnal, Mary A. Rutherford, Alexander Hammers, Jacques-Donald Tournier, Maria Deprez
2024 J jnl
Applications of interpretable deep learning in neuroimaging: a comprehensive review.
CoRR
Lindsay Munroe, Mariana da Silva, Faezeh Heidari, Irina Grigorescu, Simon Dahan, Emma C. Robinson, Maria Deprez, Po-Wah So
2024 — conf
Automatic 8-Tissue Segmentation for 6-Month Infant Brains.
PIPPI@MICCAI
Yilan Dong, Vanessa Kyriakopoulou, Irina Grigorescu, Grainne M. McAlonan, Dafnis Batalle, Maria Deprez
2024 J jnl
Automatic 8-tissue Segmentation for 6-month Infant Brains.
CoRR
Yilan Dong, Vanessa Kyriakopoulou, Irina Grigorescu, Grainne M. McAlonan, Dafnis Batalle, Maria Deprez
2024 J jnl
Craniofacial phenotyping with fetal MRI: a feasibility study of 3D visualisation, segmentation, surface-rendered and physical models.
BMC Medical Imaging
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
2024 — conf
Deep Learning Multi-channel Structural and Diffusion Tensor Neonatal Image Registration.
WBIR
Irina Grigorescu, Alena Uus, Daan Christiaens, Lucilio Cordero-Grande, Jana Hutter, Dafnis Batalle, A. David Edwards, Joseph V. Hajnal, Marc Modat, Maria Deprez
2024 — conf
Rotor Core Projection Ablation (RCPA): Novel Computational Approach to Catheter Ablation Therapy for Atrial Fibrillation.
CMRxRecon/MBAS/STACOM@MICCAI
George Obada, Shaheim Ogbomo-Harmitt, Maria Deprez, Robin Van Den Abeelen, Nele Vandersickel, Oleg V. Aslanidi
2024 — conf
Towards Automated Multi-regional Lung Parcellation for 0.55-3T 3D T2w Fetal MRI.
PIPPI@MICCAI
Alena Uus, Carla Avena Zampieri, Fenella Downes, Alexia Egloff Collado, Megan Hall, Joseph Davidson, Kelly Payette, Jordina Aviles Verdera, Irina Grigorescu, Joseph V. Hajnal, Maria Deprez, Michael Aertsen, Jana Hutter, Mary A. Rutherford, Jan Deprest, Lisa Story
2023 — conf
A Deep Learning Approach for Segmenting the Subplate and Proliferative Zones in Fetal Brain MRI.
PIPPI@MICCAI
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
2023 — conf
An Automated Pipeline for Quantitative T2* Fetal Body MRI and Segmentation at Low Field.
MICCAI (7)
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
2023 — conf
Combined Quantitative T2* Map and Structural T2-Weighted Tissue-Specific Analysis for Fetal Brain MRI: Pilot Automated Pipeline.
PIPPI@MICCAI
Alena Uus, Megan Hall, Kelly Payette, Joseph V. Hajnal, Maria Deprez, Mary A. Rutherford, Jana Hutter, Lisa Story
2023 J jnl
Fetal MRI by Robust Deep Generative Prior Reconstruction and Diffeomorphic Registration.
IEEE Trans. Medical Imaging
Lucilio Cordero-Grande, Juan Enrique Ortuño Fisac, Alejandra Aguado del Hoyo, Alena Uus, Maria Deprez, Andrés Santos, Joseph V. Hajnal, María J. Ledesma-Carbayo
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
Quantitative T2 Relaxometry in Fetal Brain: Validation Using Modified FaBiaN Fetal Brain MRI Simulator.
PIPPI@MICCAI
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
2023 — conf
Synthesising Brain Iron Maps from Quantitative Magnetic Resonance Images Using Interpretable Generative Adversarial Networks.
MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI
Lindsay Munroe, Maria Deprez, Christos Michaelides, Harold G. Parkes, Kalotina Geraki, Amy H. Herlihy, Po-Wah So
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 — conf
Attention-Driven Multi-channel Deformable Registration of Structural and Microstructural Neonatal Data.
PIPPI@MICCAI
Irina Grigorescu, Alena Uus, Daan Christiaens, Lucilio Cordero-Grande, Jana Hutter, Dafnis Batalle, A. David Edwards, Joseph V. Hajnal, Marc Modat, 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 J jnl
Predicting age and clinical risk from the neonatal connectome.
NeuroImage
Yassine Taoudi-Benchekroun, Daan Christiaens, Irina Grigorescu, Oliver Gale-Grant, Andreas Schuh, Maximilian Pietsch, Andrew Chew, Nicholas Harper, Shona Falconer, Tanya Poppe, Emer J. Hughes, Jana Hutter, Anthony N. Price, Jacques-Donald Tournier, Lucilio Cordero-Grande, Serena J. Counsell, Daniel Rueckert, Tomoki Arichi, Joseph V. Hajnal, A. David Edwards, Maria Deprez, Dafnis Batalle
2022 — conf
Segmentation of Periventricular White Matter in Neonatal Brain MRI: Analysis of Brain Maturation in Term and Preterm Cohorts.
PIPPI@MICCAI
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
2021 J jnl
Fetal MRI by robust deep generative prior reconstruction and diffeomorphic registration: application to gestational age prediction.
CoRR
Lucilio Cordero-Grande, Juan Enrique Ortuño Fisac, Alena Uus, Maria Deprez, Andrés Santos, Joseph V. Hajnal, María-Jesus Ledesma-Carbayo
2021 J jnl
Scattered slice SHARD reconstruction for motion correction in multi-shell diffusion MRI.
NeuroImage
Daan Christiaens, Lucilio Cordero-Grande, Maximilian Pietsch, Jana Hutter, Anthony N. Price, Emer J. Hughes, Katy Vecchiato, Maria Deprez, A. David Edwards, Joseph V. Hajnal, Jacques-Donald Tournier
2021 — conf
Spatio-Temporal Atlas of Normal Fetal Craniofacial Feature Development and CNN-Based Ocular Biometry for Motion-Corrected Fetal MRI.
UNSURE/PIPPI@MICCAI
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
2021 — conf
Uncertainty-Aware Deep Learning Based Deformable Registration.
UNSURE/PIPPI@MICCAI
Irina Grigorescu, Alena Uus, Daan Christiaens, Lucilio Cordero-Grande, Jana Hutter, Dafnis Batalle, A. David Edwards, Joseph V. Hajnal, Marc Modat, Maria Deprez
2020 J jnl
Deformable Slice-to-Volume Registration for Motion Correction of Fetal Body and Placenta MRI.
IEEE Trans. Medical Imaging
Alena Uus, Tong Zhang, Laurence H. Jackson, Thomas A. Roberts, Mary A. Rutherford, Joseph V. Hajnal, Maria Deprez
2020 — conf
Deformable Slice-to-Volume Registration for Reconstruction of Quantitative T2* Placental and Fetal MRI.
ASMUS/PIPPI@MICCAI
Alena Uus, Johannes K. Steinweg, Alison Ho, Laurence H. Jackson, Joseph V. Hajnal, Mary A. Rutherford, Maria Deprez, Jana Hutter
2020 — conf
Diffusion Tensor Driven Image Registration: A Deep Learning Approach.
WBIR
Irina Grigorescu, Alena Uus, Daan Christiaens, Lucilio Cordero-Grande, Jana Hutter, A. David Edwards, Joseph V. Hajnal, Marc Modat, Maria Deprez
2020 — conf
Harmonised Segmentation of Neonatal Brain MRI: A Domain Adaptation Approach.
ASMUS/PIPPI@MICCAI
Irina Grigorescu, Lucilio Cordero-Grande, Dafnis Batalle, A. David Edwards, Joseph V. Hajnal, Marc Modat, Maria Deprez
2020 J jnl
Higher Order Spherical Harmonics Reconstruction of Fetal Diffusion MRI With Intensity Correction.
IEEE Trans. Medical Imaging
Maria Deprez, Anthony Price, Daan Christiaens, Georgia Lockwood Estrin, Lucilio Cordero-Grande, Jana Hutter, Alessandro Daducci, Jacques-Donald Tournier, Mary A. Rutherford, Serena J. Counsell, Meritxell Bach Cuadra, Joseph V. Hajnal
2020 — conf
Multi-channel Registration for Diffusion MRI: Longitudinal Analysis for the Neonatal Brain.
WBIR
Alena Uus, Maximilian Pietsch, Irina Grigorescu, Daan Christiaens, Jacques-Donald Tournier, Lucilio Cordero-Grande, Jana Hutter, A. David Edwards, Joseph V. Hajnal, Maria Deprez
2019 — conf
Investigating Image Registration Impact on Preterm Birth Classification: An Interpretable Deep Learning Approach.
SUSI/PIPPI@MICCAI
Irina Grigorescu, Lucilio Cordero-Grande, A. David Edwards, Joseph V. Hajnal, Marc Modat, Maria Deprez
2019 J jnl
Learning Compact ${q}$ -Space Representations for Multi-Shell Diffusion-Weighted MRI.
IEEE Trans. Medical Imaging
Daan Christiaens, Lucilio Cordero-Grande, Jana Hutter, Anthony N. Price, Maria Deprez, Joseph V. Hajnal, Jacques-Donald Tournier
2019 — conf
Self-supervised Recurrent Neural Network for 4D Abdominal and In-utero MR Imaging.
MLMIR@MICCAI
Tong Zhang, Laurence H. Jackson, Alena Uus, James R. Clough, Lisa Story, Mary A. Rutherford, Joseph V. Hajnal, Maria Deprez
2019 J jnl
Self-supervised Recurrent Neural Network for 4D Abdominal and In-utero MR Imaging.
CoRR
Tong Zhang, Laurence H. Jackson, Alena Uus, James R. Clough, Lisa Story, Mary A. Rutherford, Joseph V. Hajnal, Maria Deprez
2018 J jnl
Slice-level diffusion encoding for motion and distortion correction.
Medical Image Anal.
Jana Hutter, Daan Christiaens, Torben Schneider, Lucilio Cordero-Grande, Paddy Slator, Maria Deprez, Anthony N. Price, Jacques-Donald Tournier, Mary A. Rutherford, Joseph V. Hajnal
2017 — conf
Dynamic Field Mapping and Motion Correction Using Interleaved Double Spin-Echo Diffusion MRI.
MICCAI (1)
Jana Hutter, Daan Christiaens, Maria Deprez, Lucilio Cordero-Grande, Paddy Slator, Anthony Price, Mary A. Rutherford, Joseph V. Hajnal