+
PDF
Chat
|
FedPIA -- Permuting and Integrating Adapters leveraging Wasserstein
Barycenters for Finetuning Foundation Models in Multi-Modal Federated
Learning
|
2024
|
Pramit Saha
Divyanshu Mishra
F. Wagner
Konstantinos Kamnitsas
J. Alison Noble
|
+
PDF
Chat
|
SPA: Efficient User-Preference Alignment against Uncertainty in Medical
Image Segmentation
|
2024
|
Jiayuan Zhu
Junde Wu
Cheng Ouyang
Konstantinos Kamnitsas
J. Alison Noble
|
+
PDF
Chat
|
F$^3$OCUS -- Federated Finetuning of Vision-Language Foundation Models
with Optimal Client Layer Updating Strategy via Multi-objective
Meta-Heuristics
|
2024
|
Pramit Saha
F. Wagner
Divyanshu Mishra
Can Peng
Anshul Thakur
David A. Clifton
Konstantinos Kamnitsas
J. Alison Noble
|
+
PDF
Chat
|
Pose-GuideNet: Automatic Scanning Guidance for Fetal Head Ultrasound
from Pose Estimation
|
2024
|
Qianhui Men
Xiaoqing Guo
Aris T. Papageorghiou
J. Alison Noble
|
+
PDF
Chat
|
TextCAVs: Debugging vision models using text
|
2024
|
Angus Nicolson
Yarin Gal
J. Alison Noble
|
+
PDF
Chat
|
MMSummary: Multimodal Summary Generation for Fetal Ultrasound Video
|
2024
|
Xiaoqing Guo
Qianhui Men
J. Alison Noble
|
+
PDF
Chat
|
Feasibility of Federated Learning from Client Databases with Different
Brain Diseases and MRI Modalities
|
2024
|
F. Wagner
Wentian Xu
Pramit Saha
Ziyun Liang
Daniel Whitehouse
David Menon
Natalie L. Voets
J. Alison Noble
Konstantinos Kamnitsas
|
+
PDF
Chat
|
Towards Human-AI Collaboration in Healthcare: Guided Deferral Systems
with Large Language Models
|
2024
|
Joshua Strong
Qianhui Men
J. Alison Noble
|
+
PDF
Chat
|
IterMask2: Iterative Unsupervised Anomaly Segmentation via Spatial and
Frequency Masking for Brain Lesions in MRI
|
2024
|
Ziyun Liang
Xiaoqing Guo
J. Alison Noble
Konstantinos Kamnitsas
|
+
PDF
Chat
|
Explaining Explainability: Understanding Concept Activation Vectors
|
2024
|
Angus Nicolson
Lisa Schut
J. Alison Noble
Yarin Gal
|
+
PDF
Chat
|
Semi-weakly-supervised neural network training for medical image
registration
|
2024
|
Yiwen Li
Yunguan Fu
Iani J. M. B. Gayo
Qianye Yang
Zhe Min
Shaheer U. Saeed
Yan Wen
Yipei Wang
J. Alison Noble
Mark Emberton
|
+
PDF
Chat
|
Examining Modality Incongruity in Multimodal Federated Learning for
Medical Vision and Language-based Disease Detection
|
2024
|
Pramit Saha
Divyanshu Mishra
F. Wagner
Konstantinos Kamnitsas
J. Alison Noble
|
+
|
Prototypical few-shot segmentation for cross-institution male pelvic structures with spatial registration
|
2023
|
Yiwen Li
Yunguan Fu
Iani J. M. B. Gayo
Qianye Yang
Zhe Min
Shaheer U. Saeed
Yan Wen
Yipei Wang
J. Alison Noble
Mark Emberton
|
+
|
Why is the winner the best?
|
2023
|
Matthias Eisenmann
Annika Reinke
Vivienn Weru
Minu D. Tizabi
Fabian Isensee
Tim Adler
Sharib Ali
Vincent Andrearczyk
Marc Aubreville
Ujjwal Baid
|
+
|
Show from Tell: Audio-Visual Modelling in Clinical Settings
|
2023
|
Jianbo Jiao
Mohammad Alsharid
Lior Drukker
Aris T. Papageorghiou
Andrew Zisserman
J. Alison Noble
|
+
|
Rethinking Semi-Supervised Federated Learning: How to co-train fully-labeled and fully-unlabeled client imaging data
|
2023
|
Pramit Saha
Divyanshu Mishra
J. Alison Noble
|
+
|
Dual Conditioned Diffusion Models for Out-Of-Distribution Detection: Application to Fetal Ultrasound Videos
|
2023
|
Divyanshu Mishra
He Zhao
Pramit Saha
Aris T. Papageorghiou
J. Alison Noble
|
+
|
Image quality assessment for machine learning tasks using meta-reinforcement learning
|
2022
|
Shaheer U. Saeed
Yunguan Fu
Vasilis Stavrinides
Zachary M. C. Baum
Qianye Yang
Mirabela Rusu
Richard E. Fan
Geoffrey A. Sonn
J. Alison Noble
Dean C. Barratt
|
+
|
Multimodal-GuideNet: Gaze-Probe Bidirectional Guidance in Obstetric Ultrasound Scanning
|
2022
|
Qianhui Men
Clare Teng
Lior Drukker
Aris T. Papageorghiou
J. Alison Noble
|
+
|
Prototypical few-shot segmentation for cross-institution male pelvic structures with spatial registration
|
2022
|
Yiwen Li
Yunguan Fu
Iani J. M. B. Gayo
Qianye Yang
Zhe Min
Shaheer Ullah Saeed
Yan Wen
Yipei Wang
J. Alison Noble
Mark Emberton
|
+
|
Multimodal-GuideNet: Gaze-Probe Bidirectional Guidance in Obstetric Ultrasound Scanning
|
2022
|
Qianhui Men
Clare Teng
Lior Drukker
Aris T. Papageorghiou
J. Alison Noble
|
+
|
Biomedical image analysis competitions: The state of current participation practice
|
2022
|
Matthias Eisenmann
Annika Reinke
Vivienn Weru
Minu D. Tizabi
Fabian Isensee
Tim Adler
Patrick Godau
Veronika Cheplygina
Michal Kozubek
Sharib Ali
|
+
|
Anatomy-Aware Contrastive Representation Learning for Fetal Ultrasound
|
2022
|
Zeyu Fu
Jianbo Jiao
Robail Yasrab
Lior Drukker
Aris T. Papageorghiou
J. Alison Noble
|
+
PDF
Chat
|
A Dual Adversarial Calibration Framework for Automatic Fetal Brain Biometry
|
2021
|
Yuan Gao
Lokhin Lee
Richard Droste
Rachel Craik
Sridevi Beriwal
Aris T. Papageorghiou
J. Alison Noble
|
+
PDF
Chat
|
Facial Anatomical Landmark Detection Using Regularized Transfer Learning With Application to Fetal Alcohol Syndrome Recognition
|
2021
|
Zeyu Fu
Jianbo Jiao
Michael Suttie
J. Alison Noble
|
+
PDF
Chat
|
A Dual Adversarial Calibration Framework for Automatic Fetal Brain
Biometry
|
2021
|
Yuan Gao
Lok Hin Lee
Richard Droste
Rachel Craik
Sridevi Beriwal
Aris T. Papageorghiou
J. Alison Noble
|
+
|
Principled Ultrasound Data Augmentation for Classification of Standard Planes
|
2021
|
Lok Hin Lee
Yuan Gao
J. Alison Noble
|
+
PDF
Chat
|
Principled Ultrasound Data Augmentation for Classification of Standard Planes
|
2021
|
Lok Hin Lee
Yuan Gao
J. Alison Noble
|
+
|
Adaptable image quality assessment using meta-reinforcement learning of task amenability
|
2021
|
Shaheer U. Saeed
Yunguan Fu
Vasilis Stavrinides
Zachary M. C. Baum
Qianye Yang
Mirabela Rusu
Richard E. Fan
Geoffrey A. Sonn
J. Alison Noble
Dean C. Barratt
|
+
PDF
Chat
|
Adaptable Image Quality Assessment Using Meta-Reinforcement Learning of Task Amenability
|
2021
|
Shaheer U. Saeed
Yunguan Fu
Vasilis Stavrinides
Zachary M. C. Baum
Qianye Yang
Mirabela Rusu
Richard E. Fan
Geoffrey A. Sonn
J. Alison Noble
Dean C. Barratt
|
+
|
A Dual Adversarial Calibration Framework for Automatic Fetal Brain Biometry
|
2021
|
Yuan Gao
Lok Hin Lee
Richard Droste
Rachel Craik
Sridevi Beriwal
Aris T. Papageorghiou
J. Alison Noble
|
+
|
Principled Ultrasound Data Augmentation for Classification of Standard Planes
|
2021
|
Lok Hin Lee
Yuan Gao
J. Alison Noble
|
+
|
Facial Anatomical Landmark Detection using Regularized Transfer Learning with Application to Fetal Alcohol Syndrome Recognition
|
2021
|
Zeyu Fu
Jianbo Jiao
Michael Suttie
J. Alison Noble
|
+
PDF
Chat
|
Self-Supervised Ultrasound to MRI Fetal Brain Image Synthesis
|
2020
|
Jianbo Jiao
Ana I. L. Namburete
Aris T. Papageorghiou
J. Alison Noble
|
+
|
Automatic Probe Movement Guidance for Freehand Obstetric Ultrasound
|
2020
|
Richard Droste
Lior Drukker
Aris T. Papageorghiou
J. Alison Noble
|
+
|
Self-Supervised Representation Learning for Ultrasound Video
|
2020
|
Jianbo Jiao
Richard Droste
Lior Drukker
Aris T. Papageorghiou
J. Alison Noble
|
+
|
Discovering Salient Anatomical Landmarks by Predicting Human Gaze
|
2020
|
Richard Droste
Pierre Chatelain
Lior Drukker
Harshita Sharma
Aris T. Papageorghiou
J. Alison Noble
|
+
|
Discovering Salient Anatomical Landmarks by Predicting Human Gaze
|
2020
|
Richard Droste
Pierre Chatelain
Lior Drukker
Harshita Sharma
Aris T. Papageorghiou
J. Alison Noble
|
+
|
Self-supervised Representation Learning for Ultrasound Video
|
2020
|
Jianbo Jiao
Richard Droste
Lior Drukker
Aris T. Papageorghiou
J. Alison Noble
|
+
|
Self-supervised Contrastive Video-Speech Representation Learning for Ultrasound
|
2020
|
Jianbo Jiao
Yifan Cai
Mohammad Alsharid
Lior Drukker
Aris T. Papageorghiou
J. Alison Noble
|
+
|
Self-Supervised Ultrasound to MRI Fetal Brain Image Synthesis
|
2020
|
Jianbo Jiao
Ana I. L. Namburete
Aris T. Papageorghiou
J. Alison Noble
|
+
|
Cross-Task Representation Learning for Anatomical Landmark Detection
|
2020
|
Zeyu Fu
Jianbo Jiao
Michael Suttie
J. Alison Noble
|
+
PDF
Chat
|
Longitudinal Image Registration with Temporal-Order and Subject-Specificity Discrimination
|
2020
|
Qianye Yang
Yunguan Fu
Francesco Giganti
Nooshin Ghavami
Qing-Chao Chen
J. Alison Noble
Tom Vercauteren
Dean Barratt
Yipeng Hu
|
+
PDF
Chat
|
Self-Supervised Contrastive Video-Speech Representation Learning for Ultrasound
|
2020
|
Jianbo Jiao
Yifan Cai
Mohammad Alsharid
Lior Drukker
Aris T. Papageorghiou
J. Alison Noble
|
+
PDF
Chat
|
Unified Image and Video Saliency Modeling
|
2020
|
Richard Droste
Jianbo Jiao
J. Alison Noble
|
+
PDF
Chat
|
Cross-Task Representation Learning for Anatomical Landmark Detection
|
2020
|
Zeyu Fu
Jianbo Jiao
Michael Suttie
J. Alison Noble
|
+
|
Automatic Probe Movement Guidance for Freehand Obstetric Ultrasound
|
2020
|
Richard Droste
Lior Drukker
Aris T. Papageorghiou
J. Alison Noble
|
+
|
Discovering Salient Anatomical Landmarks by Predicting Human Gaze
|
2020
|
Richard Droste
Pierre Chatelain
Lior Drukker
Harshita Sharma
Aris T. Papageorghiou
J. Alison Noble
|
+
PDF
Chat
|
UPI-Net: Semantic Contour Detection in Placental Ultrasound
|
2019
|
Huan Qi
Sally Collins
J. Alison Noble
|
+
|
Contrastive Algorithmic Fairness: Part 1 (Theory)
|
2019
|
Tapabrata Chakraborti
Arijit Patra
J. Alison Noble
|
+
PDF
Chat
|
Ultrasound Image Representation Learning by Modeling Sonographer Visual Attention
|
2019
|
Richard Droste
Yifan Cai
Harshita Sharma
Pierre Chatelain
Lior Drukker
Aris T. Papageorghiou
J. Alison Noble
|
+
|
Anatomy-Aware Self-supervised Fetal MRI Synthesis from Unpaired Ultrasound Images
|
2019
|
Jianbo Jiao
Ana I. L. Namburete
Aris T. Papageorghiou
J. Alison Noble
|
+
|
UPI-Net: Semantic Contour Detection in Placental Ultrasound
|
2019
|
Huan Qi
Sally Collins
J. Alison Noble
|
+
PDF
Chat
|
Anatomy-Aware Self-supervised Fetal MRI Synthesis from Unpaired Ultrasound Images
|
2019
|
Jianbo Jiao
Ana I. L. Namburete
Aris T. Papageorghiou
J. Alison Noble
|
+
PDF
Chat
|
Conditional Segmentation in Lieu of Image Registration
|
2019
|
Yipeng Hu
Eli Gibson
Dean C. Barratt
Mark Emberton
J. Alison Noble
Tom Vercauteren
|
+
|
Contrastive Fairness in Machine Learning
|
2019
|
Tapabrata Chakraborti
Arijit Patra
J. Alison Noble
|
+
|
Weakly-supervised convolutional neural networks for multimodal image registration
|
2018
|
Yipeng Hu
Marc Modat
Eli Gibson
Wenqi Li
Nooshin Ghavami
Ester Bonmati
Guotai Wang
Steven Bandula
Caroline M. Moore
Mark Emberton
|
+
PDF
Chat
|
Label-driven weakly-supervised learning for multimodal deformarle image registration
|
2018
|
Yipeng Hu
Marc Modat
Eli Gibson
Nooshin Ghavami
Ester Bonmati
Caroline M. Moore
Mark Emberton
J. Alison Noble
Dean C. Barratt
Tom Vercauteren
|
+
|
Sequential anatomy localization in fetal echocardiography videos
|
2018
|
Arijit Patra
J. Alison Noble
|
+
PDF
Chat
|
Adversarial Deformation Regularization for Training Image Registration Neural Networks
|
2018
|
Yipeng Hu
Eli Gibson
Nooshin Ghavami
Ester Bonmati
Caroline M. Moore
Mark Emberton
Tom Vercauteren
J. Alison Noble
Dean C. Barratt
|
+
|
{\Omega}-Net (Omega-Net): Fully Automatic, Multi-View Cardiac MR Detection, Orientation, and Segmentation with Deep Neural Networks
|
2017
|
Davis M. Vigneault
Weidi Xie
Carolyn Y. Ho
David A. Bluemke
J. Alison Noble
|
+
|
Feature Tracking Cardiac Magnetic Resonance via Deep Learning and Spline Optimization
|
2017
|
Davis M. Vigneault
Weidi Xie
David A. Bluemke
J. Alison Noble
|
+
PDF
Chat
|
Feature Tracking Cardiac Magnetic Resonance via Deep Learning and Spline Optimization
|
2017
|
Davis M. Vigneault
Weidi Xie
David A. Bluemke
J. Alison Noble
|
+
|
Temporal HeartNet: Towards Human-Level Automatic Analysis of Fetal Cardiac Screening Video
|
2017
|
Weilin Huang
Christopher P. Bridge
J. Alison Noble
Andrew Zisserman
|
+
PDF
Chat
|
Freehand Ultrasound Image Simulation with Spatially-Conditioned Generative Adversarial Networks
|
2017
|
Yipeng Hu
Eli Gibson
Li-Lin Lee
Weidi Xie
Dean C. Barratt
Tom Vercauteren
J. Alison Noble
|
+
PDF
Chat
|
Temporal HeartNet: Towards Human-Level Automatic Analysis of Fetal Cardiac Screening Video
|
2017
|
Weilin Huang
Christopher P. Bridge
J. Alison Noble
Andrew Zisserman
|
+
PDF
Chat
|
Intraoperative Organ Motion Models with an Ensemble of Conditional Generative Adversarial Networks
|
2017
|
Yipeng Hu
Eli Gibson
Tom Vercauteren
Hashim U. Ahmed
Mark Emberton
Caroline M. Moore
J. Alison Noble
Dean C. Barratt
|
+
|
Feature Tracking Cardiac Magnetic Resonance via Deep Learning and Spline Optimization
|
2017
|
Davis M. Vigneault
Weidi Xie
David A. Bluemke
J. Alison Noble
|
+
|
Ί-Net (Omega-Net): Fully Automatic, Multi-View Cardiac MR Detection, Orientation, and Segmentation with Deep Neural Networks
|
2017
|
Davis M. Vigneault
Weidi Xie
Carolyn Y. Ho
David A. Bluemke
J. Alison Noble
|
+
PDF
Chat
|
Heterogeneous Tissue Characterization Using Ultrasound: A Comparison of Fractal Analysis Backscatter Models on Liver Tumors
|
2016
|
Omar S. Al-Kadi
Daniel Y. F. Chung
Constantin Coussios
J. Alison Noble
|
+
|
Quantification of ultrasonic texture intra-heterogeneity via volumetric stochastic modeling for tissue characterization
|
2014
|
Omar S. Al-Kadi
Daniel Y. F. Chung
Robert Carlisle
Constantin Coussios
J. Alison Noble
|
+
|
Utilizing Phase Retardation Features for Segmenting Cells in Phase Contrast Microscopy Images.
|
2014
|
Thomas A. Nketia
Jens Rittscher
J. Alison Noble
|
+
|
Accounting for changing overlap in variational image registration
|
2010
|
Nathan D. Cahill
J. Alison Noble
David J. Hawkes
|
+
|
Probabilistic Models for Shapes as Continuous Curves
|
2008
|
Jeong-Gyoo Kim
J. Alison Noble
J. Michael Brady
|
+
PDF
Chat
|
A Novel Explicit 2D+t Cyclic Shape Model Applied to Echocardiography
|
2008
|
RamĂłn Casero
J. Alison Noble
|
+
|
Toward template-based tolerancing from a Bayesian viewpoint
|
2002
|
J. Alison Noble
Joseph L. Mundy
|
+
|
A shape-space-based approach to tracking myocardial borders and quantifying regional left-ventricular function applied in echocardiography
|
2002
|
G. Jacob
J. Alison Noble
Christian Behrenbruch
Andrew Kelion
Adrian Banning
|
+
|
Impact of Image Processing Operations on MR Noise Distributions
|
2000
|
Paul Summers
Albert C. S. Chung
J. Alison Noble
|
+
|
Closed-Form Model for Three-Dimensional Vacuum Plumes from a Scarfed Nozzle
|
1984
|
G. L. Romine
J. Alison Noble
|