Publications

BibTeX

@inproceedings{anautomatedpipe-2025/2,
  title={An automated pipeline for the identification of liver tissue in ultrasound video},
  author={Ockenden E, Mpooya S, Noble JA & Chami GF},
  booktitle={MICCAI Meets Africa Workshop @ MICCAI 2024},
  pages={91-100},
  year = "2025"
}

@misc{expertagnosticl-2025/2,
  title={Expert-Agnostic Learning to Defer},
  author={Strong J, Saha P, Ibrahim Y, Ouyang C & Noble A},
  year = "2025"
}

BibTeX

@article{acomprehensives-2025/1,
  title={A comprehensive scoping review on machine learning-based fetal echocardiography analysis.},
  author={Hernandez-Cruz N, Patey O, Teng C, Papageorghiou AT & Noble JA},
  journal={Computers in biology and medicine},
  volume={186},
  pages={109666-109666},
  year = "2025"
}

BibTeX

@misc{fetalultrasound-2025/,
  title={Fetal Ultrasound Video Representation Learning Using Contrastive Rubik’s Cube Recovery},
  author={Zhang K, Jiao J & Noble JA},
  year = "2025"
}

BibTeX

@misc{textcavsdebuggi-2025/,
  title={TextCAVs: Debugging Vision Models Using Text},
  author={Nicolson A, Gal Y & Noble JA},
  year = "2025"
}

BibTeX

@misc{fedpiapermuting-2024/12,
  title={FedPIA -- Permuting and Integrating Adapters leveraging Wasserstein Barycenters for Finetuning Foundation Models in Multi-Modal Federated Learning},
  author={Saha P, Mishra D, Wagner F, Kamnitsas K & Noble JA},
  year = "2024"
}

BibTeX

@article{detectionoffeta-2024/11,
  title={Detection of fetal congenital heart defects on three-vessel view ultrasound videos},
  author={Hernandez-Cruz N, Patey O, Salovic B, Mishra D, Sarker MK et al.},
  journal={WFUMB Ultrasound Open},
  pages={100075-100075},
  publisher={Elsevier},
  year = "2024"
}

BibTeX

@misc{spaefficientuse-2024/11,
  title={SPA: Efficient User-Preference Alignment against Uncertainty in Medical Image Segmentation},
  author={Zhu J, Wu J, Ouyang C, Kamnitsas K & Noble A},
  year = "2024"
}

BibTeX

@misc{focusfederatedf-2024/11,
  title={F$^3$OCUS -- Federated Finetuning of Vision-Language Foundation Models with Optimal Client Layer Updating Strategy via Multi-objective Meta-Heuristics},
  author={Saha P, Wagner F, Mishra D, Peng C, Thakur A et al.},
  year = "2024"
}

BibTeX

@misc{zoompatternsign-2024/10,
  title={Zoom Pattern Signatures for Fetal Ultrasound Structures.},
  author={Alsharid M, Yasrab R, Drukker L, Papageorghiou AT & Noble JA},
  year = "2024"
}

BibTeX

@article{diagnosticaccur-2024/10,
  title={Diagnostic accuracy of a non-invasive spot-check hemoglobin meter, Masimo Rad-67® pulse CO-Oximeter®, in detection of anemia in antenatal care settings in Kenya.},
  author={Koech A, Mwaniki I, Mutunga J, Mukhanya M, Mwadime E et al.},
  journal={Frontiers in global women's health},
  volume={5},
  pages={1427261},
  publisher={Frontiers},
  year = "2024"
}

BibTeX

@article{abstractsofthet-2024/9,
  title={Abstracts of the 34th World Congress on Ultrasound in Obstetrics and Gynecology, 15-18 September 2024, Budapest, Hungary.},
  author={Karim J, Lander J, Men Q, Ahuja R, Noble A et al.},
  journal={Ultrasound in obstetrics & gynecology : the official journal of the International Society of Ultrasound in Obstetrics and Gynecology},
  volume={64 Suppl 1},
  pages={116},
  year = "2024"
}

BibTeX

@article{abstractsofthet-2024/9,
  title={Abstracts of the 34th World Congress on Ultrasound in Obstetrics and Gynecology, 15-18 September 2024, Budapest, Hungary.},
  author={Hernandez-Cruz N, Patey O, Adu-Bredu T, D'Alberti E, Noble JA et al.},
  journal={Ultrasound in obstetrics & gynecology : the official journal of the International Society of Ultrasound in Obstetrics and Gynecology},
  volume={64 Suppl 1},
  pages={62-63},
  year = "2024"
}

BibTeX

@misc{poseguidenetaut-2024/8,
  title={Pose-GuideNet: Automatic Scanning Guidance for Fetal Head Ultrasound from Pose Estimation},
  author={Men Q, Guo X, Papageorghiou AT & Noble JA},
  year = "2024"
}

BibTeX

@article{reviewoffederat-2024/8,
  title={Review of Federated Learning and Machine Learning-Based Methods for Medical Image Analysis},
  author={Hernandez-Cruz N, Saha P, Sarker MMK & Noble JA},
  journal={Big Data and Cognitive Computing},
  volume={8},
  pages={99-99},
  publisher={MDPI},
  year = "2024"
}

BibTeX

@misc{textcavsdebuggi-2024/8,
  title={TextCAVs: Debugging vision models using text},
  author={Nicolson A, Gal Y & Noble JA},
  year = "2024"
}

BibTeX

@misc{mmsummarymultim-2024/8,
  title={MMSummary: Multimodal Summary Generation for Fetal Ultrasound Video},
  author={Guo X, Men Q & Noble JA},
  year = "2024"
}

BibTeX

@article{audiovisualmode-2024/7,
  title={Audio-visual modelling in a clinical setting},
  author={Jiao J, Alsharid M, Drukker L, Papageorghiou AT, Zisserman A et al.},
  journal={Scientific Reports},
  volume={14},
  number={15569},
  publisher={Nature Research},
  year = "2024"
}

BibTeX

@article{statisticalchar-2024/7,
  title={Statistical Characterisation of Fetal Anatomy in Simple Obstetric Ultrasound Video Sweeps.},
  author={Gleed AD, Mishra D, Self A, Thiruvengadam R, Desiraju BK et al.},
  journal={Ultrasound in medicine & biology},
  volume={50},
  pages={985-993},
  year = "2024"
}

BibTeX

@misc{itermaskiterati-2024/6,
  title={IterMask2: iterative unsupervised anomaly segmentation via spatial and frequency masking for brain lesions in MRI},
  author={Liang Z, Guo X, Noble JA & Kamnitsas K},
  year = "2024"
}

BibTeX

@misc{feasibilityoffe-2024/6,
  title={Feasibility of Federated Learning from Client Databases with Different Brain Diseases and MRI Modalities},
  author={Wagner F, Xu W, Saha P, Liang Z, Whitehouse D et al.},
  year = "2024"
}

@misc{trustworthyandp-2024/6,
  title={Trustworthy and Practical AI for Healthcare: A Guided Deferral System
  with Large Language Models},
  author={Strong J, Men Q & Noble A},
  year = "2024"
}

BibTeX

@article{assistiveartifi-2024/5,
  title={Assistive artificial intelligence for enhanced patient access to ultrasound-guided regional anaesthesia.},
  author={Bowness JS, James K, Yarlett L, Htyn M, Fisher E et al.},
  journal={British journal of anaesthesia},
  volume={132},
  pages={1173-1175},
  year = "2024"
}

BibTeX

@inproceedings{zoomismeaningfu-2024/5,
  title={Zoom is Meaningful: Discerning Ultrasound Images’ Zoom Levels},
  author={Alsharid M, Yasrab R, Sarker M, Drukker L, Papageorghiou AT et al.},
  booktitle={2024 IEEE International Symposium on Biomedical Imaging (ISBI)},
  pages={1-5},
  year = "2024"
}

BibTeX

@inproceedings{dualrepresentat-2024/5,
  title={Dual Representation Learning From Fetal Ultrasound Video and Sonographer Audio},
  author={Gridach M, Alsharid M, Jiao J, Drukker L, Papageorghiou AT et al.},
  booktitle={2024 IEEE International Symposium on Biomedical Imaging (ISBI)},
  pages={1-4},
  year = "2024"
}

BibTeX

@misc{explainingexpla-2024/4,
  title={Explaining Explainability: Recommendations for Effective Use of Concept Activation Vectors},
  author={Nicolson A, Schut L, Noble JA & Gal Y},
  year = "2024"
}

@article{theroleofpointo-2024/3,
  title={The role of point-of-care ultrasound in the assessment of schistosomiasis-induced liver fibrosis: a systematic scoping review},
  author={Ockenden ES, Frischer SR, Cheng H, Noble JA & Chami GF},
  journal={PLoS Neglected Tropical Diseases},
  volume={18},
  number={e0012033},
  publisher={Public Library of Science},
  year = "2024"
}

BibTeX

@article{artificialintel-2024/3,
  title={Artificial intelligence for ultrasound scanning in regional anaesthesia: a scoping review of the evidence from multiple disciplines},
  author={Bowness JS, Metcalfe D, El-Boghdadly K, Thurley N, Morecroft M et al.},
  journal={British Journal of Anaesthesia},
  volume={132},
  pages={1049-1062},
  publisher={Elsevier},
  year = "2024"
}

BibTeX

@article{automatingthehu-2024/3,
  title={Automating the human action of first-trimester biometry measurement from real-world freehand ultrasound},
  author={Yasrab R, Zhao H, Fu Z, Drukker L, Papageorghiou A et al.},
  journal={Ultrasound in Medicine and Biology},
  volume={50},
  pages={805-816},
  publisher={Elsevier},
  year = "2024"
}

BibTeX

@misc{examiningmodali-2024/2,
  title={Examining Modality Incongruity in Multimodal Federated Learning for Medical Vision and Language-based Disease Detection},
  author={Saha P, Mishra D, Wagner F, Kamnitsas K & Noble JA},
  year = "2024"
}

BibTeX

@misc{semiweaklysuper-2024/2,
  title={Semi-weakly-supervised neural network training for medical image registration},
  author={Li Y, Fu Y, Gayo IJMB, Yang Q, Min Z et al.},
  year = "2024"
}

BibTeX

@article{prospectiverand-2024/1,
  title={Prospective randomized evaluation of the sustained impact of assistive artificial intelligence on anesthetists' ultrasound scanning for regional anesthesia.},
  author={Kowa C-Y, Morecroft M, Macfarlane AJR, Burckett-St Laurent D, Pawa A et al.},
  journal={BMJ surgery, interventions, & health technologies},
  volume={6},
  pages={e000264},
  year = "2024"
}

BibTeX

@misc{anautomatedpipe-2024/,
  title={An Automated Pipeline for the Identification of Liver Tissue in Ultrasound Video},
  author={Ockenden E, Mpooya S, Noble A & Chami G},
  year = "2024"
}

BibTeX

@misc{mmsummarymultim-2024/,
  title={MMSummary: Multimodal Summary Generation for Fetal Ultrasound Video},
  author={Guo X, Men Q & Noble JA},
  year = "2024"
}

BibTeX

@misc{stanlocvisualqu-2024/,
  title={STAN-LOC: Visual Query-Based Video Clip Localization for Fetal Ultrasound Sweep Videos},
  author={Mishra D, Saha P, Zhao H, Patey O, Papageorghiou AT et al.},
  year = "2024"
}

BibTeX

@misc{poseguidenetaut-2024/,
  title={Pose-GuideNet: Automatic Scanning Guidance for Fetal Head Ultrasound from Pose Estimation},
  author={Men Q, Guo X, Papageorghiou AT & Noble JA},
  year = "2024"
}

BibTeX

@misc{itermaskiterati-2024/,
  title={IterMask2: Iterative Unsupervised Anomaly Segmentation via Spatial and Frequency Masking for Brain Lesions in MRI},
  author={Liang Z, Guo X, Noble JA & Kamnitsas K},
  year = "2024"
}

BibTeX

@misc{neuronsegmentat-2024/,
  title={Neuron Segmentation from Noisy Fluorescence Microscopy Images Using Deep Learning with Local and Global Scale Fusion},
  author={Cudic M, Diamond JS & Noble JA},
  year = "2024"
}

BibTeX

@misc{developmentande-2024/,
  title={Development and external validation of an ultrasound image-based deep learning model to estimate gestational age in the second and third trimesters of pregnancy using data from Garbh-Ini cohort: a prospective cohort study in North Indian population},
  author={Mishra D, Chandramohan V, Sharma N, Gosain M, Wadhwa N et al.},
  year = "2024"
}

BibTeX

@article{perspectivesand-2024/,
  title={Perspectives and guidance for developing artificial intelligence-based applications for healthcare using medical images},
  author={Desiraju BK, Thiruvengadam R, Wadhwa N, Khurana A, T Papageorghiou A et al.},
  journal={},
  year = "2024"
}

BibTeX

@misc{mathrmitermaski-2024/,
  title={$$\mathrm {IterMask^2}$$: Iterative Unsupervised Anomaly Segmentation via Spatial and Frequency Masking for Brain Lesions in MRI},
  author={Liang Z, Guo X, Noble JA & Kamnitsas K},
  year = "2024"
}

BibTeX

@article{prototypicalfew-2023/12,
  title={Prototypical few-shot segmentation for cross-institution male pelvic structures with spatial registration.},
  author={Li Y, Fu Y, Gayo IJMB, Yang Q, Min Z et al.},
  journal={Medical image analysis},
  volume={90},
  pages={102935},
  year = "2023"
}

BibTeX

@article{gazeprobejointg-2023/12,
  title={Gaze-probe joint guidance with multi-task learning in obstetric ultrasound scanning.},
  author={Men Q, Teng C, Drukker L, Papageorghiou AT & Noble JA},
  journal={Medical image analysis},
  volume={90},
  pages={102981},
  year = "2023"
}

BibTeX

@article{memorybasedunsu-2023/12,
  title={Memory-based unsupervised video clinical quality assessment with multi-modality data in fetal ultrasound.},
  author={Zhao H, Zheng Q, Teng C, Yasrab R, Drukker L et al.},
  journal={Medical image analysis},
  volume={90},
  pages={102977},
  year = "2023"
}

BibTeX

@article{comformerclassi-2023/11,
  title={COMFormer: Classification of Maternal-Fetal and Brain Anatomy Using a Residual Cross-Covariance Attention Guided Transformer in Ultrasound.},
  author={Sarker MMK, Singh VK, Alsharid M, Hernandez-Cruz N, Papageorghiou AT et al.},
  journal={IEEE transactions on ultrasonics, ferroelectrics, and frequency control},
  volume={70},
  pages={1417-1427},
  year = "2023"
}

BibTeX

@article{normativespatio-2023/11,
  title={Normative spatiotemporal fetal brain maturation with satisfactory development at 2 years.},
  author={Namburete AIL, Papież BW, Fernandes M, Wyburd MK, Hesse LS et al.},
  journal={Nature},
  volume={623},
  pages={106-114},
  year = "2023"
}

BibTeX

@misc{dualconditioned-2023/11,
  title={Dual Conditioned Diffusion Models for Out-Of-Distribution Detection: Application to Fetal Ultrasound Videos},
  author={Mishra D, Zhao H, Saha P, Papageorghiou AT & Noble JA},
  year = "2023"
}

BibTeX

@article{variabilitybetw-2023/10,
  title={Variability between human experts and artificial intelligence in identification of anatomical structures by ultrasound in regional anaesthesia: a framework for evaluation of assistive artificial intelligence},
  author={Bowness JS, Morse R, Lewis O, Lloyd J, Burckett-St Laurent D et al.},
  journal={British Journal of Anaesthesia},
  volume={132},
  pages={1063-1072},
  publisher={Elsevier},
  year = "2023"
}

BibTeX

@misc{showfromtellaud-2023/10,
  title={Show from Tell: Audio-Visual Modelling in Clinical Settings},
  author={Jiao J, Alsharid M, Drukker L, Papageorghiou AT, Zisserman A et al.},
  year = "2023"
}

BibTeX

@article{opmachinelearni-2023/10,
  title={OP06.07: Machine learning‐based detection of fetal anatomical orientation in second trimester ultrasound images},
  author={Hernandez‐Cruz N, Mishra D, Patey O, Sarker M, Craik R et al.},
  journal={Ultrasound in Obstetrics and Gynecology},
  volume={62},
  pages={62-62},
  publisher={Wiley},
  year = "2023"
}