Anna L. David

51 papers A 1Journal 31Unranked 19
YearRankTypeTitle / Venue / Authors
2025 — conf
Automated Biometry for Assessing Cephalopelvic Disproportion in 3D 0.55T Fetal MRI at Term.
PIPPI@MICCAI
Alena Uus, Simi Bansal, Yagmur Gerek, Hadi Waheed, Sara Neves Silva, Jordina Aviles Verdera, Vanessa Kyriakopoulou, Lia Betti, Shireen Jaufuraully, Joseph V. Hajnal, Dimitris Siasakos, Anna L. David, Manju Chandiramani, Jana Hutter, Lisa Story, Mary A. Rutherford
2025 J jnl
Deep Learning-Based Fetal Lung Segmentation from Diffusion-weighted MRI Images and Lung Maturity Evaluation for Fetal Growth Restriction.
CoRR
Zhennan Xiao, Katharine Brudkiewicz, Zhen Yuan, Rosalind Aughwane, Magdalena J. Sokolska, Joanna Chappell, Trevor Gaunt, Anna L. David, Andrew P. King, Andrew Melbourne
2025 — conf
The Effect of Deep Learning Segmentation on Placental T2* Estimation.
ISBI
Zhen Yuan, Matthias C. Schabel, Anna L. David, Victoria HJ Roberts, Andrew Melbourne
2025 J jnl
Using mixed-fidelity to create effective environments.
Cogn. Technol. Work.
Jeremy Opie, Shireen Jaufuraully, Carmen Salvadores Fernandez, Lakchana Mahendran, Adrien E. Desjardins, Dimitrios Siassakos, Anna L. David, Manish K. Tiwari, Ann Blandford
2024 J jnl
A Dempster-Shafer Approach to Trustworthy AI With Application to Fetal Brain MRI Segmentation.
IEEE Trans. Pattern Anal. Mach. Intell.
Lucas Fidon, Michael Aertsen, Florian Kofler, Andrea Bink, Anna L. David, Thomas Deprest, Doaa Emam, Frédéric Guffens, András Jakab, Gregor Kasprian, Patric Kienast, Andrew Melbourne, Bjoern H. Menze, Nada Mufti, Ivana Pogledic, Daniela Prayer, Marlene Stuempflen, Esther Van Elslander, Sébastien Ourselin, Jan Deprest, Tom Vercauteren
2024 J jnl
Correction to: Robust fetoscopic mosaicking from deep learned flow fields.
Int. J. Comput. Assist. Radiol. Surg.
Oluwatosin Alabi, Sophia Bano, Francisco Vasconcelos, Anna L. David, Jan Deprest, Danail Stoyanov
2024 J jnl
Learning-based keypoint registration for fetoscopic mosaicking.
Int. J. Comput. Assist. Radiol. Surg.
Alessandro Casella, Sophia Bano, Francisco Vasconcelos, Anna L. David, Dario Paladini, Jan Deprest, Elena De Momi, Leonardo S. Mattos, Sara Moccia, Danail Stoyanov
2024 J jnl
Measuring proximity to standard planes during fetal brain ultrasound scanning.
CoRR
Chiara Di Vece, Antonio Cirigliano, Maela Le Lous, Raffaele Napolitano, Anna L. David, Donald Peebles, Pierre Jannin, Francisco Vasconcelos, Danail Stoyanov
2024 J jnl
Placental vessel segmentation and registration in fetoscopy: Literature review and MICCAI FetReg2021 challenge findings.
Medical Image Anal.
Sophia Bano, Alessandro Casella, Francisco Vasconcelos, Abdul Qayyum, Abdesslam Benzinou, Moona Mazher, Fabrice Mériaudeau, Chiara Lena, Ilaria Anita Cintorrino, Gaia Romana De Paolis, Jessica Biagioli, Daria Grechishnikova, Jing Jiao, Bizhe Bai, Yanyan Qiao, Binod Bhattarai, Rebati Raman Gaire, Ronast Subedi, Eduard Vazquez, Szymon Plotka, Aneta Lisowska, Arkadiusz Sitek, George Attilakos, Ruwan Wimalasundera, Anna L. David, Dario Paladini, Jan Deprest, Elena De Momi, Leonardo S. Mattos, Sara Moccia, Danail Stoyanov
2023 J jnl
Enhancement of instrumented ultrasonic tracking images using deep learning.
Int. J. Comput. Assist. Radiol. Surg.
Efthymios Maneas, Andreas Hauptmann, Erwin J. Alles, Wenfeng Xia, Sacha Noimark, Anna L. David, Simon R. Arridge, Adrien E. Desjardins
2023 J jnl
Learning ultrasound plane pose regression: assessing generalized pose coordinates in the fetal brain.
CoRR
Chiara Di Vece, Maela Le Lous, Brian Dromey, Francisco Vasconcelos, Anna L. David, Donald Peebles, Danail Stoyanov
2023 J jnl
Placental vessel-guided hybrid framework for fetoscopic mosaicking.
Comput. methods Biomech. Biomed. Eng. Imaging Vis.
Sophia Bano, Francisco Vasconcelos, Anna L. David, Jan Deprest, Danail Stoyanov
2023 — conf
Visualization and Quantification of Placental Vasculature Using MRI.
PIPPI@MICCAI
Joanna Chappell, Magdalena J. Sokolska, Rosalind Aughwane, Alys R. Clark, Sébastien Ourselin, Anna L. David, Andrew Melbourne
2022 J jnl
A Dempster-Shafer approach to trustworthy AI with application to fetal brain MRI segmentation.
CoRR
Lucas Fidon, Michael Aertsen, Florian Kofler, Andrea Bink, Anna L. David, Thomas Deprest, Doaa Emam, Frédéric Guffens, András Jakab, Gregor Kasprian, Patric Kienast, Andrew Melbourne, Bjoern H. Menze, Nada Mufti, Ivana Pogledic, Daniela Prayer, Marlene Stuempflen, Esther Van Elslander, Sébastien Ourselin, Jan Deprest, Tom Vercauteren
2022 — conf
BiometryNet: Landmark-based Fetal Biometry Estimation from Standard Ultrasound Planes.
MICCAI (4)
Netanell Avisdris, Leo Joskowicz, Brian Dromey, Anna L. David, Donald M. Peebles, Danail Stoyanov, Dafna Ben-Bashat, Sophia Bano
2022 J jnl
BiometryNet: Landmark-based Fetal Biometry Estimation from Standard Ultrasound Planes.
CoRR
Netanell Avisdris, Leo Joskowicz, Brian Dromey, Anna L. David, Donald M. Peebles, Danail Stoyanov, Dafna Ben-Bashat, Sophia Bano
2022 J jnl
Deep learning-based plane pose regression in obstetric ultrasound.
Int. J. Comput. Assist. Radiol. Surg.
Chiara Di Vece, Brian Dromey, Francisco Vasconcelos, Anna L. David, Donald Peebles, Danail Stoyanov
2022 J jnl
FetReg2021: A Challenge on Placental Vessel Segmentation and Registration in Fetoscopy.
CoRR
Sophia Bano, Alessandro Casella, Francisco Vasconcelos, Abdul Qayyum, Abdesslam Benzinou, Moona Mazher, Fabrice Mériaudeau, Chiara Lena, Ilaria Anita Cintorrino, Gaia Romana De Paolis, Jessica Biagioli, Daria Grechishnikova, Jing Jiao, Bizhe Bai, Yanyan Qiao, Binod Bhattarai, Rebati Raman Gaire, Ronast Subedi, Eduard Vazquez, Szymon Plotka, Aneta Lisowska, Arkadiusz Sitek, George Attilakos, Ruwan Wimalasundera, Anna L. David, Dario Paladini, Jan Deprest, Elena De Momi, Leonardo S. Mattos, Sara Moccia, Danail Stoyanov
2022 J jnl
Intraoperative Needle Tip Tracking with an Integrated Fibre-Optic Ultrasound Sensor.
Sensors
Christian Baker, Miguel Xochicale, Fang-Yu Lin, Sunish Mathews, Francois Joubert, Dzhoshkun I. Shakir, Richard Miles, Charles A. Mosse, Tianrui Zhao, Weidong Liang, Yada Kunpalin, Brian Dromey, Talisa Mistry, Neil J. Sebire, Edward Zhang, Sébastien Ourselin, Paul C. Beard, Anna L. David, Adrien E. Desjardins, Tom Vercauteren, Wenfeng Xia
2022 J jnl
Learning-Based Keypoint Registration for Fetoscopic Mosaicking.
CoRR
Alessandro Casella, Sophia Bano, Francisco Vasconcelos, Anna L. David, Dario Paladini, Jan Deprest, Elena De Momi, Leonardo S. Mattos, Sara Moccia, Danail Stoyanov
2022 J jnl
PIPPI2021: An Approach to Automated Diagnosis and Texture Analysis of the Fetal Liver & Placenta in Fetal Growth Restriction.
CoRR
Aya Mutaz Zeidan, Paula Ramirez Gilliland, Ashay Patel, Zhanchong Ou, Dimitra Flouri, Nada Mufti, Kasia Maksym, Rosalind Aughwane, Sébastien Ourselin, Anna L. David, Andrew Melbourne
2022 J jnl
Robust fetoscopic mosaicking from deep learned flow fields.
Int. J. Comput. Assist. Radiol. Surg.
Oluwatosin Alabi, Sophia Bano, Francisco Vasconcelos, Anna L. David, Jan Deprest, Danail Stoyanov
2021 — conf
AutoFB: Automating Fetal Biometry Estimation from Standard Ultrasound Planes.
MICCAI (7)
Sophia Bano, Brian Dromey, Francisco Vasconcelos, Raffaele Napolitano, Anna L. David, Donald M. Peebles, Danail Stoyanov
2021 J jnl
AutoFB: Automating Fetal Biometry Estimation from Standard Ultrasound Planes.
CoRR
Sophia Bano, Brian Dromey, Francisco Vasconcelos, Raffaele Napolitano, Anna L. David, Donald M. Peebles, Danail Stoyanov
2021 — conf
Distributionally Robust Segmentation of Abnormal Fetal Brain 3D MRI.
UNSURE/PIPPI@MICCAI
Lucas Fidon, Michael Aertsen, Nada Mufti, Thomas Deprest, Doaa Emam, Frédéric Guffens, Ernst Schwartz, Michael Ebner, Daniela Prayer, Gregor Kasprian, Anna L. David, Andrew Melbourne, Sébastien Ourselin, Jan Deprest, Georg Langs, Tom Vercauteren
2021 J jnl
Distributionally Robust Segmentation of Abnormal Fetal Brain 3D MRI.
CoRR
Lucas Fidon, Michael Aertsen, Nada Mufti, Thomas Deprest, Doaa Emam, Frédéric Guffens, Ernst Schwartz, Michael Ebner, Daniela Prayer, Gregor Kasprian, Anna L. David, Andrew Melbourne, Sébastien Ourselin, Jan Deprest, Georg Langs, Tom Vercauteren
2021 J jnl
FetReg: Placental Vessel Segmentation and Registration in Fetoscopy Challenge Dataset.
CoRR
Sophia Bano, Alessandro Casella, Francisco Vasconcelos, Sara Moccia, George Attilakos, Ruwan Wimalasundera, Anna L. David, Dario Paladini, Jan Deprest, Elena De Momi, Leonardo S. Mattos, Danail Stoyanov
2021 J jnl
Globally Optimal Fetoscopic Mosaicking Based on Pose Graph Optimisation With Affine Constraints.
IEEE Robotics Autom. Lett.
Liang Li, Sophia Bano, Jan Deprest, Anna L. David, Danail Stoyanov, Francisco Vasconcelos
2021 — conf
Label-Set Loss Functions for Partial Supervision: Application to Fetal Brain 3D MRI Parcellation.
MICCAI (2)
Lucas Fidon, Michael Aertsen, Doaa Emam, Nada Mufti, Frédéric Guffens, Thomas Deprest, Philippe Demaerel, Anna L. David, Andrew Melbourne, Sébastien Ourselin, Jan Deprest, Tom Vercauteren
2021 J jnl
Label-set Loss Functions for Partial Supervision: Application to Fetal Brain 3D MRI Parcellation.
CoRR
Lucas Fidon, Michael Aertsen, Doaa Emam, Nada Mufti, Frédéric Guffens, Thomas Deprest, Philippe Demaerel, Anna L. David, Andrew Melbourne, Sébastien Ourselin, Jan Deprest, Tom Vercauteren
2021 — conf
Texture-Based Analysis of Fetal Organs in Fetal Growth Restriction.
UNSURE/PIPPI@MICCAI
Aya Mutaz Zeidan, Paula Ramirez Gilliland, Ashay Patel, Zhanchong Ou, Dimitra Flouri, Nada Mufti, Kasia Maksym, Rosalind Aughwane, Sébastien Ourselin, Anna L. David, Andrew Melbourne
2020 J jnl
An automated framework for localization, segmentation and super-resolution reconstruction of fetal brain MRI.
NeuroImage
Michael Ebner, Guotai Wang, Wenqi Li, Michael Aertsen, Premal A. Patel, Rosalind Aughwane, Andrew Melbourne, Tom Doel, Steven Dymarkowski, Paolo De Coppi, Anna L. David, Jan Deprest, Sébastien Ourselin, Tom Vercauteren
2020 — conf
Deep Placental Vessel Segmentation for Fetoscopic Mosaicking.
MICCAI (3)
Sophia Bano, Francisco Vasconcelos, Luke M. Shepherd, Emmanuel B. Vander Poorten, Tom Vercauteren, Sébastien Ourselin, Anna L. David, Jan Deprest, Danail Stoyanov
2020 J jnl
Deep Placental Vessel Segmentation for Fetoscopic Mosaicking.
CoRR
Sophia Bano, Francisco Vasconcelos, Luke M. Shepherd, Emmanuel B. Vander Poorten, Tom Vercauteren, Sébastien Ourselin, Anna L. David, Jan Deprest, Danail Stoyanov
2019 J jnl
DeepIGeoS: A Deep Interactive Geodesic Framework for Medical Image Segmentation.
IEEE Trans. Pattern Anal. Mach. Intell.
Guotai Wang, Maria A. Zuluaga, Wenqi Li, Rosalind Pratt, Premal A. Patel, Michael Aertsen, Tom Doel, Anna L. David, Jan Deprest, Sébastien Ourselin, Tom Vercauteren
2019 — conf
Improved Placental Parameter Estimation Using Data-Driven Bayesian Modelling.
MICCAI (3)
Dimitra Flouri, David Owen, Rosalind Aughwane, Nada Mufti, Magdalena J. Sokolska, David Atkinson, Giles S. Kendall, Alan Bainbridge, Tom Vercauteren, Anna L. David, Sébastien Ourselin, Andrew Melbourne
2018 — conf
An Automated Localization, Segmentation and Reconstruction Framework for Fetal Brain MRI.
MICCAI (1)
Michael Ebner, Guotai Wang, Wenqi Li, Michael Aertsen, Premal A. Patel, Rosalind Aughwane, Andrew Melbourne, Tom Doel, Anna L. David, Jan Deprest, Sébastien Ourselin, Tom Vercauteren
2018 J jnl
Interactive Medical Image Segmentation Using Deep Learning With Image-Specific Fine Tuning.
IEEE Trans. Medical Imaging
Guotai Wang, Wenqi Li, Maria A. Zuluaga, Rosalind Pratt, Premal A. Patel, Michael Aertsen, Tom Doel, Anna L. David, Jan Deprest, Sébastien Ourselin, Tom Vercauteren
2018 — conf
MRI Measurement of Placental Perfusion and Fetal Blood Oxygen Saturation in Normal Pregnancy and Placental Insufficiency.
MICCAI (2)
Rosalind Aughwane, Magdalena J. Sokolska, Alan Bainbridge, David Atkinson, Giles S. Kendall, Jan Deprest, Tom Vercauteren, Anna L. David, Sébastien Ourselin, Andrew Melbourne
2017 J jnl
DeepIGeoS: A Deep Interactive Geodesic Framework for Medical Image Segmentation.
CoRR
Guotai Wang, Maria A. Zuluaga, Wenqi Li, Rosalind Pratt, Premal A. Patel, Michael Aertsen, Tom Doel, Anna L. David, Jan Deprest, Sébastien Ourselin, Tom Vercauteren
2017 J jnl
GIFT-Cloud: A data sharing and collaboration platform for medical imaging research.
Comput. Methods Programs Biomed.
Tom Doel, Dzhoshkun I. Shakir, Rosalind Pratt, Michael Aertsen, James Moggridge, Erwin Bellon, Anna L. David, Jan Deprest, Tom Vercauteren, Sébastien Ourselin
2017 J jnl
Interactive Medical Image Segmentation using Deep Learning with Image-specific Fine-tuning.
CoRR
Guotai Wang, Wenqi Li, Maria A. Zuluaga, Rosalind Pratt, Premal A. Patel, Michael Aertsen, Tom Doel, Anna L. David, Jan Deprest, Sébastien Ourselin, Tom Vercauteren
2017 — conf
Ultrasonic Needle Tracking with a Fibre-Optic Ultrasound Transmitter for Guidance of Minimally Invasive Fetal Surgery.
MICCAI (2)
Wenfeng Xia, Sacha Noimark, Sébastien Ourselin, Simeon J. West, Malcolm C. Finlay, Anna L. David, Adrien E. Desjardins
2016 — conf
3D Ultrasonic Needle Tracking with a 1.5D Transducer Array for Guidance of Fetal Interventions.
MICCAI (1)
Wenfeng Xia, Simeon J. West, Jean-Martial Mari, Sébastien Ourselin, Anna L. David, Adrien E. Desjardins
2016 — conf
Dynamically Balanced Online Random Forests for Interactive Scribble-Based Segmentation.
MICCAI (2)
Guotai Wang, Maria A. Zuluaga, Rosalind Pratt, Michael Aertsen, Tom Doel, Maria Klusmann, Anna L. David, Jan Deprest, Tom Vercauteren, Sébastien Ourselin
2016 — conf
Real-time mosaicing of fetoscopic videos using SIFT.
Image-Guided Procedures
Pankaj Daga, François Chadebecq, Dzhoshkun I. Shakir, Luis Carlos García-Peraza-Herrera, Marcel Tella, George Dwyer, Anna L. David, Jan Deprest, Danail Stoyanov, Tom Vercauteren, Sébastien Ourselin
2016 J jnl
Slic-Seg: A minimally interactive segmentation of the placenta from sparse and motion-corrupted fetal MRI in multiple views.
Medical Image Anal.
Guotai Wang, Maria A. Zuluaga, Rosalind Pratt, Michael Aertsen, Tom Doel, Maria Klusmann, Anna L. David, Jan Deprest, Tom Vercauteren, Sébastien Ourselin
2015 — conf
A Registration Approach to Endoscopic Laser Speckle Contrast Imaging for Intrauterine Visualisation of Placental Vessels.
MICCAI (1)
Gustavo Sato dos Santos, Efthymios Maneas, Daniil I. Nikitichev, Anamaria Barburas, Anna L. David, Jan Deprest, Adrien E. Desjardins, Tom Vercauteren, Sébastien Ourselin
2015 A conf
Fluidic actuation for intra-operative in situ imaging.
IROS
Alain Devreker, Benoit Rosa, Adrien E. Desjardins, Erwin J. Alles, Luis C. García-Peraza, Efthymios Maneas, Danail Stoyanov, Anna L. David, Tom Vercauteren, Jan Deprest, Sébastien Ourselin, Dominiek Reynaerts, Emmanuel B. Vander Poorten
2015 — conf
Interventional Photoacoustic Imaging of the Human Placenta with Ultrasonic Tracking for Minimally Invasive Fetal Surgeries.
MICCAI (1)
Wenfeng Xia, Efthymios Maneas, Daniil I. Nikitichev, Charles A. Mosse, Gustavo Sato dos Santos, Tom Vercauteren, Anna L. David, Jan Deprest, Sébastien Ourselin, Paul C. Beard, Adrien E. Desjardins
2015 — conf
Slic-Seg: Slice-by-Slice Segmentation Propagation of the Placenta in Fetal MRI Using One-Plane Scribbles and Online Learning.
MICCAI (3)
Guotai Wang, Maria A. Zuluaga, Rosalind Pratt, Michael Aertsen, Anna L. David, Jan Deprest, Tom Vercauteren, Sébastien Ourselin