Alison Noble

Alison Noble

University of Oxford

H-index: 70

Europe-United Kingdom

About Alison Noble

Alison Noble, With an exceptional h-index of 70 and a recent h-index of 45 (since 2020), a distinguished researcher at University of Oxford, specializes in the field of Medical image analysis, machine learning in medical imaging, ultrasound, fetal imaging, cardiovascular imaging.

His recent articles reflect a diverse array of research interests and contributions to the field:

Method of training a machine learning model, method of assessing ultrasound measurement data, method of determining information about an anatomical feature, ultrasound system

The role of point-of-care ultrasound in the assessment of schistosomiasis-induced liver fibrosis: A systematic scoping review

Automating the Human Action of First-Trimester Biometry Measurement from Real-World Freehand Ultrasound

Artificial intelligence for ultrasound scanning in regional anaesthesia: a scoping review of the evidence from multiple disciplines

Statistical Characterisation of Fetal Anatomy in Simple Obstetric Ultrasound Video Sweeps

Semi-weakly-supervised neural network training for medical image registration

Variability between human experts and artificial intelligence in identification of anatomical structures by ultrasound in regional anaesthesia: a framework for evaluation of …

Examining Modality Incongruity in Multimodal Federated Learning for Medical Vision and Language-based Disease Detection

Alison Noble Information

University

Position

Technikos Professor of Biomedical Engineering UK

Citations(all)

23673

Citations(since 2020)

11583

Cited By

16472

hIndex(all)

70

hIndex(since 2020)

45

i10Index(all)

305

i10Index(since 2020)

187

Email

University Profile Page

University of Oxford

Google Scholar

View Google Scholar Profile

Alison Noble Skills & Research Interests

Medical image analysis

machine learning in medical imaging

ultrasound

fetal imaging

cardiovascular imaging

Top articles of Alison Noble

Title

Journal

Author(s)

Publication Date

Method of training a machine learning model, method of assessing ultrasound measurement data, method of determining information about an anatomical feature, ultrasound system

2022/4/7

The role of point-of-care ultrasound in the assessment of schistosomiasis-induced liver fibrosis: A systematic scoping review

International Journal of Emergency Medicine

Asra Moradkhani

Mona Zangi

Mobin Azami

Mohammad Ghasemi-Rad

Abdolghader Pakniyat

2023/12/18

Automating the Human Action of First-Trimester Biometry Measurement from Real-World Freehand Ultrasound

Ultrasound in Medicine & Biology

Robail Yasrab

He Zhao

Zeyu Fu

Lior Drukker

Aris T Papageorghiou

...

2024/3/11

Artificial intelligence for ultrasound scanning in regional anaesthesia: a scoping review of the evidence from multiple disciplines

James S Bowness

David Metcalfe

Kariem El-Boghdadly

Neal Thurley

Megan Morecroft

...

2024/3/5

Statistical Characterisation of Fetal Anatomy in Simple Obstetric Ultrasound Video Sweeps

Ultrasound in Medicine & Biology

Alexander D Gleed

Divyanshu Mishra

Alice Self

Ramachandran Thiruvengadam

Bapu Koundinya Desiraju

...

2024/5/1

Semi-weakly-supervised neural network training for medical image registration

arXiv preprint arXiv:2402.10728

Yiwen Li

Yunguan Fu

Iani JMB Gayo

Qianye Yang

Zhe Min

...

2024/2/16

Variability between human experts and artificial intelligence in identification of anatomical structures by ultrasound in regional anaesthesia: a framework for evaluation of …

British Journal of Anaesthesia

James S Bowness

Robert Morse

Owen Lewis

James Lloyd

David Burckett-St Laurent

...

2023/10/27

Examining Modality Incongruity in Multimodal Federated Learning for Medical Vision and Language-based Disease Detection

arXiv preprint arXiv:2402.05294

Pramit Saha

Divyanshu Mishra

Felix Wagner

Konstantinos Kamnitsas

J Alison Noble

2024/2/7

Explaining Explainability: Understanding Concept Activation Vectors

arXiv preprint arXiv:2404.03713

Angus Nicolson

Lisa Schut

J Alison Noble

Yarin Gal

2024/4/4

Prototypical few-shot segmentation for cross-institution male pelvic structures with spatial registration

Medical Image Analysis

Yiwen Li

Yunguan Fu

Iani JMB Gayo

Qianye Yang

Zhe Min

...

2023/12/1

Artificial intelligence for anatomical structure identification on ultrasound in regional anaesthesia: a scoping review protocol

James S Bowness

David Metcalfe

Kariem El-Boghdadly

Neal Thurley

Megan Morecroft

...

2023

Skill, or Style? Classification of Fetal Sonography Eye-Tracking Data

Clare Teng

Lior Drukker

Aris T Papageorghiou

J Alison Noble

2023/4/3

CNSeg-GAN: A Lightweight Generative Adversarial Network For Segmentation of CRL and NT From First-Trimester Fetal Ultrasound

Md Mostafa Kamal Sarker

Robail Yasrab

Mohammad Alsharid

Aris T Papageorghiou

J Alison Noble

2023/4/18

COMFormer: classification of maternal-fetal and brain anatomy using a residual cross-covariance attention guided transformer in ultrasound

IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control

Md Mostafa Kamal Sarker

Vivek Kumar Singh

Mohammad Alsharid

Netzahualcoyotl Hernandez-Cruz

Aris T Papageorghiou

...

2023/9/4

Dual Conditioned Diffusion Models for Out-of-Distribution Detection: Application to Fetal Ultrasound Videos

Divyanshu Mishra

He Zhao

Pramit Saha

Aris T Papageorghiou

J Alison Noble

2023/10/1

Normative spatiotemporal fetal brain maturation with satisfactory development at 2 years

Nature

Ana IL Namburete

Bartłomiej W Papież

Michelle Fernandes

Madeleine K Wyburd

Linde S Hesse

...

2023/11/2

SARS-CoV-2 seroprevalence in pregnant women in Kilifi, Kenya from March 2020 to March 2022

Frontiers in Public Health

Angela Koech

Geoffrey Omuse

Alex G Mugo

Isaac G Mwaniki

Joseph M Mutunga

...

2023/12/19

Machine learning for accurate estimation of fetal gestational age based on ultrasound images

NPJ Digital Medicine

Lok Hin Lee

Elizabeth Bradburn

Rachel Craik

Mohammad Yaqub

Shane A Norris

...

2023/3/9

Automatic image guidance for assessment of placenta location in ultrasound video sweeps

Ultrasound in Medicine & Biology

Alexander D Gleed

Qingchao Chen

James Jackman

Divyanshu Mishra

Varun Chandramohan

...

2023/1/1

D2ANET: Densely attentional-aware network for first trimester ultrasound CRL and NT segmentation

Mourad Gridach

Robail Yasrab

Lior Drukker

Aris T Papageorghiou

J Alison Noble

2023/4/18

See List of Professors in Alison Noble University(University of Oxford)

Co-Authors

H-index: 281
Douglas G Altman

Douglas G Altman

University of Oxford

H-index: 194
Andrew Zisserman

Andrew Zisserman

University of Oxford

H-index: 151
David A Bluemke, MD, PhD

David A Bluemke, MD, PhD

University of Wisconsin-Madison

H-index: 94
Stephen Kennedy

Stephen Kennedy

University of Oxford

H-index: 85
D J Hawkes

D J Hawkes

University College London

H-index: 83
Chris Taylor

Chris Taylor

Manchester University

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