Ana I. L. Namburete

77 papers A* 1A 1Journal 35Unranked 35
YearRankTypeTitle / Venue / Authors
2026 J jnl
Beyond Benchmarks of IUGC: Rethinking Requirements of Deep Learning Methods for Intrapartum Ultrasound Biometry from Fetal Ultrasound Videos.
CoRR
Jieyun Bai, Zihao Zhou, Yitong Tang, Jie Gan, Zhuonan Liang, Jianan Fan, Lisa Mcguire, Jillian Clarke, Weidong Cai, Jacqueline Spurway, Yubo Tang, Shiye Wang, Wenda Shen, Wangwang Yu, Yihao Li, Philippe Zhang, Weili Jiang, Yongjie Li, Salem Muhsin Ali Binqahal Al Nasim, Arsen Abzhanov, Numan Saeed, Mohammad Yaqub, Zunhui Xian, Hongxing Lin, Libin Lan, Jayroop Ramesh, Valentin Bacher, Mark Eid, Hoda Kalabizadeh, Christian Rupprecht, Ana I. L. Namburete, Pak-Hei Yeung, Madeleine K. Wyburd, Nicola K. Dinsdale, Assanali Serikbey, Jiankai Li, Sung-Liang Chen, Zicheng Hu, Nana Liu, Yian Deng, Wei Hu, Cong Tan, Wenfeng Zhang, Mai Tuyet Nhi, Gregor Koehler, Rapheal Stock, Klaus Maier-Hein, Marawan Elbatel, Xiaomeng Li, Saad Slimani, Victor M. Campello, Benard Ohene-Botwe, Isaac Khobo, Yuxin Huang, Zhenyan Han, Hongying Hou, Di Qiu, Zheng Zheng, Gongning Luo, Dong Ni, Yaosheng Lu, Karim Lekadir, Shuo Li
2026 J jnl
Beyond benchmarks of IUGC: Rethinking requirements of deep learning method for intrapartum ultrasound biometry from fetal ultrasound videos.
Medical Image Anal.
Jieyun Bai, Zihao Zhou, Yitong Tang, Jie Gan, Zhuonan Liang, Jianan Fan, Lisa Mcguire, Jillian Clarke, Tom Weidong Cai, Jacqueline Spurway, Yubo Tang, Shiye Wang, Wenda Shen, Wangwang Yu, Yihao Li, Philippe Zhang, Weili Jiang, Yongjie Li, Salem Muhsin Ali Binqahal Al Nasim, Arsen Abzhanov, Numan Saeed, Mohammad Yaqub, Zunhui Xia, Hongxing Li, Libin Lan, Jayroop Ramesh, Valentin Bacher, Mark Eid, Hoda Kalabizadeh, Christian Rupprecht, Ana I. L. Namburete, Pak-Hei Yeung, Madeleine K. Wyburd, Nicola K. Dinsdale, Assanali Serikbey, Jiankai Li, Sung-Liang Chen, Zicheng Hu, Nana Liu, Yian Deng, Wei Hu, Cong Tan, Wenfeng Zhang, Mai Tuyet Nhi, Gregor Koehler, Rapheal Stock, Klaus Maier-Hein, Marawan Elbatel, Xiaomeng Li, Saad Slimani, Victor M. Campello, Benard Ohene-Botwe, Isaac Khobo, Yuxin Huang, Zhenyan Han, Hongying Hou, Di Qiu, Zheng Zheng, Gongning Luo, Dong Ni, Yaosheng Lu, Karim Lekadir, Shuo Li
2025 J jnl
Automated Fetal Biometry Assessment with Deep Ensembles using Sparse-Sampling of 2D Intrapartum Ultrasound Images.
CoRR
Jayroop Ramesh, Valentin Bacher, Mark C. Eid, Hoda Kalabizadeh, Christian Rupprecht, Ana I. L. Namburete, Pak-Hei Yeung, Madeleine K. Wyburd, Nicola K. Dinsdale
2025 — ed.
Data Engineering in Medical Imaging - Second MICCAI Workshop, DEMI 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 10, 2024, Proceedings
DEMI@MICCAI
Binod Bhattarai, Sharib Ali, Anita Rau, Razvan Caramalau, Anh Nguyen, Prashnna K. Gyawali, Ana I. L. Namburete, Danail Stoyanov
2025 — conf
Exploring Test Time Adaptation for Subcortical Segmentation of the Fetal Brain in 3D Ultrasound.
ISBI
Joshua Omolegan, Pak-Hei Yeung, Madeleine K. Wyburd, Linde S. Hesse, Monique C. Haak, Ana I. L. Namburete, Nicola K. Dinsdale
2025 J jnl
Exploring Test Time Adaptation for Subcortical Segmentation of the Fetal Brain in 3D Ultrasound.
CoRR
Joshua Omolegan, Pak-Hei Yeung, Madeleine K. Wyburd, Linde S. Hesse, Monique C. Haak, INTERGROWTH-21 Consortium, Ana I. L. Namburete, Nicola K. Dinsdale
2025 — conf
Rapidvol: Rapid Reconstruction of 3D Ultrasound Volumes from Sensorless 2D Scans.
ISBI
Mark C. Eid, Pak-Hei Yeung, Madeleine K. Wyburd, João F. Henriques, Ana I. L. Namburete
2025 J jnl
Semi-Supervised 3D Medical Segmentation from 2D Natural Images Pretrained Model.
CoRR
Pak-Hei Yeung, Jayroop Ramesh, Pengfei Lyu, Ana I. L. Namburete, Jagath C. Rajapakse
2025 — conf
Semi-supervised 3D Medical Segmentation from 2D Natural Images Pretrained Model.
MLMI@MICCAI
Pak-Hei Yeung, Jayroop Ramesh, Pengfei Lyu, Ana I. L. Namburete, Jagath C. Rajapakse
2025 — ed.
Simplifying Medical Ultrasound - 5th International Workshop, ASMUS 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 6, 2024, Proceedings
ASMUS@MICCAI
Alberto Gómez, Bishesh Khanal, Andrew P. King, Ana I. L. Namburete
2025 J jnl
UltraGauss: Ultrafast Gaussian Reconstruction of 3D Ultrasound Volumes.
CoRR
Mark C. Eid, Ana I. L. Namburete, João F. Henriques
2025 — conf
Unsupervised Domain Adaptation via Content Alignment for Hippocampus Segmentation.
ICCVW
Hoda Kalabizadeh, Ludovica Griffanti, Pak-Hei Yeung, Ana I. L. Namburete, Nicola K. Dinsdale, Konstantinos Kamnitsas
2025 J jnl
Unsupervised Domain Adaptation via Content Alignment for Hippocampus Segmentation.
CoRR
Hoda Kalabizadeh, Ludovica Griffanti, Pak-Hei Yeung, Ana I. L. Namburete, Nicola K. Dinsdale, Konstantinos Kamnitsas
2024 J jnl
Anatomically plausible segmentations: Explicitly preserving topology through prior deformations.
Medical Image Anal.
Madeleine K. Wyburd, Nicola K. Dinsdale, Mark Jenkinson, Ana I. L. Namburete
2024 — conf
Automated Fetal Biometry Assessment with Deep Ensembles Using Sparse-Sampling of 2D Intrapartum Ultrasound Images.
IUGC@MICCAI
Jayroop Ramesh, Valentin Bacher, Mark C. Eid, Hoda Kalabizadeh, Christian Rupprecht, Ana I. L. Namburete, Pak-Hei Yeung, Madeleine K. Wyburd, Nicola K. Dinsdale
2024 — conf
Gated Self Attention Convolutional Neural Networks for Predicting Adverse Birth Outcomes.
IIAI-AAI
Daniel Asfaw, Ivan Jordanov, Lawrence Impey, Ana I. L. Namburete, Raymond Lee, Antoniya Georgieva
2024 — conf
Geometric Transformation Uncertainty for Improving 3D Fetal Brain Pose Prediction from Freehand 2D Ultrasound Videos.
MICCAI (1)
Jayroop Ramesh, Nicola K. Dinsdale, Pak-Hei Yeung, Ana I. L. Namburete
2024 J jnl
Geometric Transformation Uncertainty for Improving 3D Fetal Brain Pose Prediction from Freehand 2D Ultrasound Videos.
CoRR
Jayroop Ramesh, Nicola K. Dinsdale, INTERGROWTH-21 Consortium, Pak-Hei Yeung, Ana I. L. Namburete
2024 — conf
Is Your Style Transfer Doing Anything Useful? An Investigation into Hippocampus Segmentation and the Role of Preprocessing.
MLCN@MICCAI
Hoda Kalabizadeh, Ludovica Griffanti, Pak-Hei Yeung, Natalie Voets, Grace Gillis, Clare Mackay, Ana I. L. Namburete, Nicola K. Dinsdale, Konstantinos Kamnitsas
2024 A conf
Prototype Learning for Explainable Brain Age Prediction.
WACV
Linde S. Hesse, Nicola K. Dinsdale, Ana I. L. Namburete
2024 J jnl
RapidVol: Rapid Reconstruction of 3D Ultrasound Volumes from Sensorless 2D Scans.
CoRR
Mark C. Eid, Pak-Hei Yeung, Madeleine K. Wyburd, João F. Henriques, Ana I. L. Namburete
2024 J jnl
Sensorless volumetric reconstruction of fetal brain freehand ultrasound scans with deep implicit representation.
Medical Image Anal.
Pak-Hei Yeung, Linde S. Hesse, Moska Aliasi, Monique C. Haak, Weidi Xie, Ana I. L. Namburete
2023 J jnl
Bayesian networks and imaging-derived phenotypes highlight the role of fat deposition in COVID-19 hospitalisation risk.
Frontiers Bioinform.
T. Waddell, Ana I. L. Namburete, Paul Duckworth, N. Eichert, H. Thomaides-Brears, D. J. Cuthbertson, J. P. Despres, Michael Brady
2023 — conf
Brain Ages Derived from Different MRI Modalities are Associated with Distinct Biological Phenotypes.
SDS
Andrei Claudiu Roibu, Stanislaw Adaszewski, Torsten Schindler, Stephen M. Smith, Ana I. L. Namburete, Frederik J. Lange
2023 — ed.
Data Engineering in Medical Imaging - First MICCAI Workshop, DEMI 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8, 2023, Proceedings
DEMI@MICCAI
Binod Bhattarai, Sharib Ali, Anita Rau, Anh Nguyen, Ana I. L. Namburete, Razvan Caramalau, Danail Stoyanov
2023 J jnl
Prototype Learning for Explainable Regression.
CoRR
Linde S. Hesse, Nicola K. Dinsdale, Ana I. L. Namburete
2023 A* conf
SFHarmony: Source Free Domain Adaptation for Distributed Neuroimaging Analysis.
ICCV
Nicola K. Dinsdale, Mark Jenkinson, Ana I. L. Namburete
2023 J jnl
SFHarmony: Source Free Domain Adaptation for Distributed Neuroimaging Analysis.
CoRR
Nicola K. Dinsdale, Mark Jenkinson, Ana I. L. Namburete
2023 — conf
The impact of projected increases in obesity prevalence on incident liver disease in the UK: Insights from Bayesian-network modelling.
ICMHI
Tom Henry Waddell, Ana I. L. Namburete, Paul Duckworth, Dan Cuthbertson, Celeste Mccracken, Michael Brady
2022 — conf
Adaptive 3D Localization of 2D Freehand Ultrasound Brain Images.
MICCAI (4)
Pak-Hei Yeung, Moska Aliasi, Monique C. Haak, Weidi Xie, Ana I. L. Namburete
2022 J jnl
Adaptive 3D Localization of 2D Freehand Ultrasound Brain Images.
CoRR
Pak-Hei Yeung, Moska Aliasi, Monique C. Haak, Weidi Xie, Ana I. L. Namburete
2022 J jnl
BEAN: Brain Extraction and Alignment Network for 3D Fetal Neurosonography.
NeuroImage
Felipe Moser, Ruobing Huang, INTERGROWTH-21 Consortium, Bartlomiej W. Papiez, Ana I. L. Namburete
2022 — conf
FedHarmony: Unlearning Scanner Bias with Distributed Data.
MICCAI (8)
Nicola K. Dinsdale, Mark Jenkinson, Ana I. L. Namburete
2022 J jnl
FedHarmony: Unlearning Scanner Bias with Distributed Data.
CoRR
Nicola K. Dinsdale, Mark Jenkinson, Ana I. L. Namburete
2022 — conf
Fetal Heart Rate Classification with Convolutional Neural Networks and the Effect of Gap Imputation on Their Performance.
LOD (1)
Daniel Asfaw, Ivan Jordanov, Lawrence Impey, Ana I. L. Namburete, Raymond Lee, Antoniya Georgieva
2022 — conf
INSightR-Net: Interpretable Neural Network for Regression Using Similarity-Based Comparisons to Prototypical Examples.
MICCAI (3)
Linde S. Hesse, Ana I. L. Namburete
2022 J jnl
INSightR-Net: Interpretable Neural Network for Regression using Similarity-based Comparisons to Prototypical Examples.
CoRR
Linde S. Hesse, Ana I. L. Namburete
2022 J jnl
STAMP: Simultaneous Training and Model Pruning for low data regimes in medical image segmentation.
Medical Image Anal.
Nicola K. Dinsdale, Mark Jenkinson, Ana I. L. Namburete
2022 J jnl
Subcortical segmentation of the fetal brain in 3D ultrasound using deep learning.
NeuroImage
Linde S. Hesse, Moska Aliasi, Felipe Moser, Monique C. Haak, Weidi Xie, Mark Jenkinson, Ana I. L. Namburete
2021 — conf
Assessment of Regional Cortical Development Through Fissure Based Gestational Age Estimation in 3D Fetal Ultrasound.
UNSURE/PIPPI@MICCAI
Madeleine K. Wyburd, Linde S. Hesse, Moska Aliasi, Mark Jenkinson, Aris T. Papageorghiou, Monique C. Haak, Ana I. L. Namburete
2021 J jnl
Challenges for machine learning in clinical translation of big data imaging studies.
CoRR
Nicola K. Dinsdale, Emma Bluemke, Vaanathi Sundaresan, Mark Jenkinson, Stephen M. Smith, Ana I. L. Namburete
2021 J jnl
Deep learning-based unlearning of dataset bias for MRI harmonisation and confound removal.
NeuroImage
Nicola K. Dinsdale, Mark Jenkinson, Ana I. L. Namburete
2021 J jnl
ImplicitVol: Sensorless 3D Ultrasound Reconstruction with Deep Implicit Representation.
CoRR
Pak-Hei Yeung, Linde S. Hesse, Moska Aliasi, Monique C. Haak, Weidi Xie, Ana I. L. Namburete
2021 J jnl
Learning patterns of the ageing brain in MRI using deep convolutional networks.
NeuroImage
Nicola K. Dinsdale, Emma Bluemke, Stephen M. Smith, Zobair Arya, Diego Vidaurre, Mark Jenkinson, Ana I. L. Namburete
2021 J jnl
Learning to map 2D ultrasound images into 3D space with minimal human annotation.
Medical Image Anal.
Pak-Hei Yeung, Moska Aliasi, Aris T. Papageorghiou, Monique C. Haak, Weidi Xie, Ana I. L. Namburete
2021 — ed.
Medical Image Understanding and Analysis - 25th Annual Conference, MIUA 2021, Oxford, United Kingdom, July 12-14, 2021, Proceedings
MIUA
Bartlomiej W. Papiez, Mohammad Yaqub, Jianbo Jiao, Ana I. L. Namburete, J. Alison Noble
2021 J jnl
Sli2Vol: Annotate a 3D Volume from a Single Slice with Self-Supervised Learning.
CoRR
Pak-Hei Yeung, Ana I. L. Namburete, Weidi Xie
2021 — conf
Sli2Vol: Annotate a 3D Volume from a Single Slice with Self-supervised Learning.
MICCAI (2)
Pak-Hei Yeung, Ana I. L. Namburete, Weidi Xie
2021 — conf
TEDS-Net: Enforcing Diffeomorphisms in Spatial Transformers to Guarantee Topology Preservation in Segmentations.
MICCAI (1)
Madeleine K. Wyburd, Nicola K. Dinsdale, Ana I. L. Namburete, Mark Jenkinson
2021 J jnl
TEDS-Net: Enforcing Diffeomorphisms in Spatial Transformers to Guarantee Topology Preservation in Segmentations.
CoRR
Madeleine K. Wyburd, Nicola K. Dinsdale, Ana I. L. Namburete, Mark Jenkinson
2020 — conf
Cortical Plate Segmentation Using CNNs in 3D Fetal Ultrasound.
MIUA
Madeleine K. Wyburd, Mark Jenkinson, Ana I. L. Namburete
2020 — conf
Improving U-Net Segmentation with Active Contour Based Label Correction.
MIUA
Linde S. Hesse, Ana I. L. Namburete
2020 J jnl
Low-Memory CNNs Enabling Real-Time Ultrasound Segmentation Towards Mobile Deployment.
IEEE J. Biomed. Health Informatics
Sagar Vaze, Weidi Xie, Ana I. L. Namburete
2020 — ed.
Medical Image Understanding and Analysis - 24th Annual Conference, MIUA 2020, Oxford, UK, July 15-17, 2020, Proceedings
MIUA
Bartlomiej W. Papiez, Ana I. L. Namburete, Mohammad Yaqub, J. Alison Noble
2020 — conf
Segmenting Hepatocellular Carcinoma in Multi-phase CT.
MIUA
Nora Vogt, Michael Brady, Ged Ridgway, John Connell, Ana I. L. Namburete
2020 J jnl
Self-Supervised Ultrasound to MRI Fetal Brain Image Synthesis.
CoRR
Jianbo Jiao, Ana I. L. Namburete, Aris T. Papageorghiou, J. Alison Noble
2020 J jnl
Self-Supervised Ultrasound to MRI Fetal Brain Image Synthesis.
IEEE Trans. Medical Imaging
Jianbo Jiao, Ana I. L. Namburete, Aris T. Papageorghiou, J. Alison Noble
2020 — conf
Uncertainty Estimates as Data Selection Criteria to Boost Omni-Supervised Learning.
MICCAI (1)
Lorenzo Venturini, Aris T. Papageorghiou, J. Alison Noble, Ana I. L. Namburete
2020 — conf
Unlearning Scanner Bias for MRI Harmonisation in Medical Image Segmentation.
MIUA
Nicola K. Dinsdale, Mark Jenkinson, Ana I. L. Namburete
2020 — conf
Unlearning Scanner Bias for MRI Harmonisation.
MICCAI (2)
Nicola K. Dinsdale, Mark Jenkinson, Ana I. L. Namburete
2019 — conf
Anatomy-Aware Self-supervised Fetal MRI Synthesis from Unpaired Ultrasound Images.
MLMI@MICCAI
Jianbo Jiao, Ana I. L. Namburete, Aris T. Papageorghiou, J. Alison Noble
2019 J jnl
Anatomy-Aware Self-supervised Fetal MRI Synthesis from Unpaired Ultrasound Images.
CoRR
Jianbo Jiao, Ana I. L. Namburete, Aris T. Papageorghiou, J. Alison Noble
2019 — conf
Automated Fetal Brain Extraction from Clinical Ultrasound Volumes Using 3D Convolutional Neural Networks.
MIUA
Felipe Moser, Ruobing Huang, Aris T. Papageorghiou, Bartlomiej W. Papiez, Ana I. L. Namburete
2019 J jnl
Automated fetal brain extraction from clinical Ultrasound volumes using 3D Convolutional Neural Networks.
CoRR
Felipe Moser, Ruobing Huang, Aris T. Papageorghiou, Bartlomiej W. Papiez, Ana I. L. Namburete
2019 — conf
Multi-task CNN for Structural Semantic Segmentation in 3D Fetal Brain Ultrasound.
MIUA
Lorenzo Venturini, Aris T. Papageorghiou, J. Alison Noble, Ana I. L. Namburete
2019 — conf
Spatial Warping Network for 3D Segmentation of the Hippocampus in MR Images.
MICCAI (3)
Nicola K. Dinsdale, Mark Jenkinson, Ana I. L. Namburete
2018 J jnl
Fully-automated alignment of 3D fetal brain ultrasound to a canonical reference space using multi-task learning.
Medical Image Anal.
Ana I. L. Namburete, Weidi Xie, Mohammad Yaqub, Andrew Zisserman, J. Alison Noble
2018 — conf
Multi-channel Groupwise Registration to Construct an Ultrasound-Specific Fetal Brain Atlas.
DATRA/PIPPI@MICCAI
Ana I. L. Namburete, Raquel van Kampen, Aris T. Papageorghiou, Bartlomiej W. Papiez
2018 — conf
Omni-Supervised Learning: Scaling Up to Large Unlabelled Medical Datasets.
MICCAI (1)
Ruobing Huang, J. Alison Noble, Ana I. L. Namburete
2018 — conf
Segmentation of Fetal Adipose Tissue Using Efficient CNNs for Portable Ultrasound.
DATRA/PIPPI@MICCAI
Sagar Vaze, Ana I. L. Namburete
2017 — conf
Robust Regression of Brain Maturation from 3D Fetal Neurosonography Using CRNs.
FIFI/OMIA@MICCAI
Ana I. L. Namburete, Weidi Xie, J. Alison Noble
2015 — conf
Automated Mid-sagittal Plane Selection for Corpus Callosum Visualization in 3D Ultrasound Images.
MIUA
Ruobing Huang, Ana I. L. Namburete, Mohammad Yaqub, J. Alison Noble
2015 J jnl
Data-driven shape parameterization for segmentation of the right ventricle from 3D+t echocardiography.
Medical Image Anal.
Richard V. Stebbing, Ana I. L. Namburete, Ross Upton, Paul Leeson, J. Alison Noble
2015 J jnl
Learning-based prediction of gestational age from ultrasound images of the fetal brain.
Medical Image Anal.
Ana I. L. Namburete, Richard V. Stebbing, Bryn Kemp, Mohammad Yaqub, Aris T. Papageorghiou, J. Alison Noble
2014 — conf
Diagnostic Plane Extraction from 3D Parametric Surface of the Fetal Cranium.
MIUA
Ana I. L. Namburete, Richard V. Stebbing, J. Alison Noble
2012 — conf
Projecting the rate of in-field pixel defects based on pixel size, sensor area, and ISO.
Sensors, Cameras, and Systems for Industrial and Scientific Applications
Glenn H. Chapman, Jenny Leung, Rohit Thomas, Ana I. L. Namburete, Zahava Koren, Israel Koren
2011 — conf
Predicting Pixel Defect Rates Based on Image Sensor Parameters.
DFT
Glenn H. Chapman, Jenny Leung, Ana I. L. Namburete, Israel Koren, Zahava Koren