Publications

BibTeX

@misc{visualquerycurr-2027/,
  title={Visual-Query Curriculum Learning for Rare Fetal Biometry Plane Detection in Blind-Sweep Ultrasound Video},
  author={Kwon J, Jiao J, Self A, Papageorghiou A & Noble JA},
  year = "2027"
}

BibTeX

@misc{latentmotionspe-2027/,
  title={Latent Motion Spectral Regularity for Congenital Heart Defect Screening in Fetal Echocardiography},
  author={Yang Y, Yang Q, Peng C, Salovic B, D’Alberti E et al.},
  year = "2027"
}

BibTeX

@misc{interpretablepr-2027/,
  title={Interpretable Probabilistic Medical Image Segmentation via Gaussian Process with Explicit Modelling of Annotation Bias and Variability},
  author={Li Q, Huang Y, Saeed SU, Yang Q, Stavrinides V et al.},
  year = "2027"
}

BibTeX

@misc{anomalydetectio-2027/,
  title={Anomaly Detection in Fetal Echocardiography via Cross-Modal Translation and Region-Discriminated Error Calibration},
  author={Yang Q, Yang Y, Wang Y, Hu Y, Peng C et al.},
  year = "2027"
}

BibTeX

@misc{focustowardsfet-2027/,
  title={FOCUS: Towards Fetal Obstetric Corrective UltraSound Guidance},
  author={Lamdouar H, Wang AF, Guo X, Men Q, Lander J et al.},
  year = "2027"
}

BibTeX

@article{orientationrobu-2026/11,
  title={Orientation-robust latent motion trajectory learning for annotation-free cardiac phase detection in fetal echocardiography},
  author={Yang Y, Yang Q, Peng C, D'Alberti E, Patey O et al.},
  journal={Medical Image Analysis},
  volume={114},
  pages={104288},
  publisher={Elsevier},
  year = "2026"
}

BibTeX

@article{clinicalevaluat-2026/9,
  title={Clinical evaluation of AI-assisted quantitative marrow fibrosis assessment using Continuous Indexing of Fibrosis (CIF)},
  author={Ruane S, Cooper RA, Pescia C, Bhardwaj N, Green A et al.},
  journal={Leukemia},
  pages={1-9},
  publisher={Springer Nature},
  year = "2026"
}

BibTeX

@article{integratingsoci-2026/9,
  title={Integrating Social and Clinical Determinants of Pre‐Eclampsia: A Hierarchical Systematic Review and Conceptual Framework for Prevention},
  author={Kinshella MW, Bone JN, Elawad T, Mistry HD, Poye L et al.},
  journal={BJOG An International Journal of Obstetrics & Gynaecology},
  volume={133},
  pages={s43-s53},
  publisher={Wiley},
  year = "2026"
}

BibTeX

@article{epdivergentgest-2026/9,
  title={EP08.78: Divergent gestational trends of fetal echocardiographic biomarkers in congenital heart defects: data from the international multicenter CAIFE study},
  author={Patey O, Yang Y, Salovic B, D'Alberti E, Yang Q et al.},
  journal={Ultrasound in Obstetrics and Gynecology},
  volume={68},
  pages={240-241},
  year = "2026"
}

BibTeX

@article{epfetalechocard-2026/9,
  title={EP08.32: Fetal echocardiographic biomarkers for prenatal prediction of major congenital heart defects: data from the international multicenter CAIFE study},
  author={Patey O, Yang Y, Salovic B, D'Alberti E, Yang Q et al.},
  journal={Ultrasound in Obstetrics and Gynecology},
  volume={68},
  pages={229-230},
  year = "2026"
}

BibTeX

@article{epaidrivenfetal-2026/9,
  title={EP08.31: AI‐driven fetal echocardiography with color Doppler for detection congenital heart defects: data from the international multicenter CAIFE study},
  author={Yang Q, Patey O, Yang Y, Salovic B, D'Alberti E et al.},
  journal={Ultrasound in Obstetrics and Gynecology},
  volume={68},
  pages={229-229},
  year = "2026"
}

BibTeX

@article{epclinicianvsai-2026/9,
  title={EP08.07: Clinician vs AI prenatal prediction of the need for balloon atrial septostomy in transposition of the great arteries: multicenter CAIFE study data},
  author={Patey O, Yang Q, Yang Y, Salovic B, D'Alberti E et al.},
  journal={Ultrasound in Obstetrics and Gynecology},
  volume={68},
  pages={224-224},
  year = "2026"
}

BibTeX

@article{ocaianalysisofc-2026/9,
  title={OC05.06: AI analysis of cardiac motion patterns to detect fetal congenital heart defects: data from the international multicenter CAIFE study},
  author={Yang Y, Patey O, Yang Q, Salovic B, D'Alberti E et al.},
  journal={Ultrasound in Obstetrics and Gynecology},
  volume={68},
  pages={16-16},
  year = "2026"
}

BibTeX

@article{determinantsofp-2026/9,
  title={Determinants of Pre-Eclampsia: Advancing a Conceptual Framework.},
  author={Kinshella M-LW, Volvert M-L, Wilson M, Bone JN, Elawad T et al.},
  journal={BJOG},
  volume={133 Suppl 4},
  pages={S5-S7},
  year = "2026"
}

@misc{racerrolealigne-2026/9,
  title={RACER: Role-Aligned Competence Estimation for Human-AI Routing},
  author={Strong J, Sun E, Capstick A, Saha P, Ouyang C et al.},
  year = "2026"
}

BibTeX

@article{alowcostmicroco-2026/8,
  title={A Low‐Cost, Microcontroller‐Based Gas Delivery System for Respiratory Stimuli in MRI Studies},
  author={Blockley NP, Alzaidi AA, Milbourn CC, Bulte DP, Rudgewick‐Brown A et al.},
  journal={Magnetic Resonance in Medicine},
  publisher={Wiley},
  year = "2026"
}

BibTeX

@article{epigeneticmodul-2026/8,
  title={Epigenetic modulation of stromal cell states underpins pathological tissue niches in Crohn’s disease},
  author={Koplev S, Sharma O, Woelfel S, Huang N, Pohin M et al.},
  journal={Nature Immunology},
  pages={1-15},
  publisher={Springer Science and Business Media LLC},
  year = "2026"
}

BibTeX

@article{imagebasedconse-2026/8,
  title={Image-based consensus molecular subtypes and colon cancer recurrence: Understanding the impact of lifestyle factors across subtypes of colon cancer},
  author={Wesselink E, Kok DE, Lafarge MW, van Lanen A-S, Nagtegaal ID et al.},
  journal={Cancer Epidemiology},
  volume={103},
  pages={103120},
  publisher={Elsevier},
  year = "2026"
}

BibTeX

@misc{qualityactionas-2026/7,
  title={Quality Action Assurance: Multimodal Verification of Examiner Claims in VR OSCEs},
  author={Rogers H, Shiels S, Tomlinson A, Thomas J, Aylward J et al.},
  year = "2026"
}

@misc{decafdeclusteri-2026/7,
  title={DECAF: De-Clustering for Adaptive Representational Unlearning},
  author={Le A, Peng C, Guo H & Noble JA},
  year = "2026"
}

BibTeX

@article{decodingfibrosi-2026/6,
  title={Decoding fibrosis: transcriptomic and clinical insights via AI-derived collagen deposition phenotypes in MASLD},
  author={Wojciechowska M, Thing M, Hu Y, Mazzoni G, Harder LM et al.},
  journal={Hepatology},
  publisher={Lippincott, Williams & Wilkins},
  year = "2026"
}

BibTeX

@article{fedexitmissingc-2026/6,
  title={FedExIT - Missing Class-agnostic Semi-Supervised Federated Learning with Extreme Imbalance Tackling Scheme},
  author={Saha P, Mishra D, Wagner F, Kamnitsas K & Noble JA},
  journal={Information Fusion},
  volume={130},
  pages={104080-104080},
  publisher={Elsevier},
  year = "2026"
}

BibTeX

@misc{interpretablepr-2026/6,
  title={Interpretable Probabilistic Medical Image Segmentation via Gaussian Process with Explicit Modelling of Annotation Bias and Variability},
  author={Li Q, Huang Y, Saeed SU, Yang Q, Stavrinides V et al.},
  year = "2026"
}

BibTeX

@article{incidenceandris-2026/6,
  title={Incidence and risk factors for stillbirth in Kenya, Mozambique and the Gambia: the PRECISE cohort study},
  author={Mwashigadi G, Akuze J, Koech A, Jah H, Roca A et al.},
  journal={},
  pages={100089},
  year = "2026"
}

BibTeX

@article{thinkingdoingsc-2026/6,
  title={Thinking & Doing Science in the Age of AI},
  author={Noble A},
  journal={Daedalus},
  volume={155},
  pages={306-315},
  publisher={MIT Press},
  year = "2026"
}

BibTeX

@misc{schistotracknet-2026/6,
  title={SchistoTrackNet: machine learning for diagnosis of schistosomiasis-associated periportal fibrosis from ultrasound images},
  author={Ockenden E, Anguajibi V, Mpooya S, Ntegeka B, Mugume T et al.},
  year = "2026"
}

BibTeX

@misc{schistotrackvid-2026/6,
  title={SchistoTrackVideoNet: multilabel deep learning-based classification of schistosomal periportal fibrosis from ultrasound video},
  author={Ockenden E, Anguajibi V, Mpooya S, Ntegeka B, Mugume T et al.},
  year = "2026"
}

BibTeX

@article{humanaicollabor-2026/6,
  title={Human-AI Collaboration in Healthcare: A Scoping Review},
  author={Strong J, Rogers H, Sun E, Todsen AL, Ede J et al.},
  journal={npj Digital Medicine},
  publisher={Springer Nature},
  year = "2026"
}

BibTeX

@article{accuracyofdiagn-2026/5,
  title={Accuracy of Diagnosis in Myeloproliferative Neoplasms With Splanchnic Vein Thrombosis (MPN‐SVT)},
  author={Sreedhar BR, Ryou H, O'Riordan A, Hargreaves R, Chauhan N et al.},
  journal={American Journal of Hematology},
  year = "2026"
}

BibTeX

@article{sarscovseroprev-2026/5,
  title={SARS-CoV-2 seroprevalence among pregnant women during the first three waves of the COVID-19 pandemic in southern Mozambique},
  author={Sevene E, Maculuve S, Tchavana C, Valá A, Quimice L et al.},
  journal={BMC Pregnancy and Childbirth},
  publisher={Springer Nature},
  year = "2026"
}

BibTeX

@misc{segmentationdet-2026/5,
  title={Segmentation, Detection and Explanation: A Unified Framework for CT Appearance Reasoning},
  author={Liu Y, Peng C, Yang Y, Yang Q, Ouyang C et al.},
  year = "2026"
}

BibTeX

@misc{coherenthierarc-2026/5,
  title={Coherent Hierarchical Multi-Label Learning to Defer for Medical Imaging},
  author={Strong J, Saha P, Sun E, Higham H & Noble A},
  year = "2026"
}

BibTeX

@inproceedings{patchsurglevera-2026/4,
  title={Patchsurg: Leveraging Synthetic Datasets for High-Fidelity Depth Estimation in Surgery},
  author={Xu Z, Zhang C, Rittscher J & Ali S},
  booktitle={2026 IEEE 23rd International Symposium on Biomedical Imaging (ISBI)},
  pages={1-5},
  year = "2026"
}

BibTeX

@inproceedings{distillingknowl-2026/4,
  title={Distilling Knowledge from Multiple Foundation Models for Accurate and Efficient Spatial Gene Expression Prediction},
  author={Li Z, Li B, Hu Y, Rittscher J & Verrill C},
  booktitle={2026 IEEE 23rd International Symposium on Biomedical Imaging (ISBI)},
  pages={1-4},
  year = "2026"
}

BibTeX

@inproceedings{viewguidedmulti-2026/4,
  title={View-Guided Multi-Task Learning for Fetal Cardiac Segmentation and CHD Classification},
  author={Yang Y, Yang Q, Peng C, Liu Y & Noble JA},
  booktitle={2026 IEEE 23rd International Symposium on Biomedical Imaging (ISBI)},
  pages={01-05},
  year = "2026"
}

BibTeX

@inproceedings{combiningmriand-2026/3,
  title={Combining MRI and biological risk in premenopausal women},
  author={Cox A, Bulte D & Brady M},
  booktitle={15th European Breast Cancer Conference (EBCC-15)},
  pages={56-57},
  year = "2026"
}

BibTeX

@article{selfsupervisedm-2026/3,
  title={Self-supervised monocular depth and pose estimation for endoscopy with latent priors},
  author={Xu Z, Li B, Hu Y, Zhang CY, East J et al.},
  journal={IEEE Transactions on Medical Imaging},
  publisher={IEEE},
  year = "2026"
}

BibTeX

@misc{neuralcollapsei-2026/3,
  title={Neural Collapse-Inspired Multi-Label Federated Learning under Label-Distribution Skew},
  author={Peng C, Liu Y, Yang Y, Saha P, Yang Q et al.},
  year = "2026"
}

BibTeX

@article{towardintegrati-2026/2,
  title={Toward Integration of Molecular Measures and Artificial Intelligence-Based Assessments With Clinical End Points in Inflammatory Bowel Disease},
  author={Reinisch W, Rittscher J, Iacucci M, Travis S & Friedrich M},
  journal={Gastroenterology},
  pages={S0016-5085(25)06588},
  publisher={Elsevier},
  year = "2026"
}

BibTeX

@article{nowthatthebabyi-2026/2,
  title={“Now that the baby is out, I can be vaccinated”: a qualitative study on COVID-19 vaccine hesitancy in pregnant women in Kilifi, Kenya},
  author={Koech A, Wanje O, Mwashigadi G, Katana G, Mdindi R et al.},
  journal={Frontiers in Public Health},
  volume={14},
  pages={1730282-1730282},
  publisher={Frontiers Media},
  year = "2026"
}

@misc{orientationrobu-2026/2,
  title={Orientation-Robust Latent Motion Trajectory Learning for Annotation-free Cardiac Phase Detection in Fetal Echocardiography},
  author={Yang Y, Yang Q, Peng C, D'Alberti E, Patey O et al.},
  year = "2026"
}

BibTeX

@misc{pickingtheright-2026/2,
  title={Picking the Right Specialist: Attentive Neural Process-based Selection of Task-Specialized Models as Tools for Agentic Healthcare Systems},
  author={Saha P, Strong J, Alsharid M, Mishra D & Noble JA},
  year = "2026"
}

BibTeX

@misc{experienceguide-2026/2,
  title={Experience-Guided Self-Adaptive Cascaded Agents for Breast Cancer Screening and Diagnosis with Reduced Biopsy Referrals},
  author={Saha P, Alsharid M, Strong J & Noble JA},
  year = "2026"
}

BibTeX

@misc{ubenchbenchmark-2026/2,
  title={U2-BENCH: Benchmarking Large Vision-Language Models on Ultrasound Understanding},
  author={Le A, Liu H, Wang Y, Liu Z, Zhu R et al.},
  year = "2026"
}

BibTeX

@article{chemopraidictbr-2026/2,
  title={Chemo-prAIdict Breast: A deep learning solution for predicting residual disease on biopsies of breast cancer patients treated with neoadjuvant chemotherapy},
  author={Valderrama NF, Morel L-O, Mweze DT, Derangère V, Desmoulins I et al.},
  journal={European Journal of Cancer},
  volume={234},
  pages={116222},
  publisher={Elsevier},
  year = "2026"
}

BibTeX

@article{therelationship-2026/1,
  title={The Relationship between Hippocampal Cerebrovascular Reactivity and Brain Structure in Older Age},
  author={Wang C, Jobbins L, Reid G, Hobden G, Patel R et al.},
  journal={Human Brain Mapping},
  volume={47},
  number={e70445},
  publisher={Wiley},
  year = "2026"
}

BibTeX

@article{avisuallyground-2026/1,
  title={A visually grounded language model for fetal ultrasound understanding},
  author={Guo X, Alsharid M, Zhao H, Wang Y, Lander J et al.},
  journal={Nature Biomedical Engineering},
  pages={1-17},
  publisher={Springer Science and Business Media LLC},
  year = "2026"
}

BibTeX

@inproceedings{selfsupervisedn-2026/1,
  title={Self-supervised Normality Learning and Divergence Vector-Guided Model Merging for Zero-Shot Congenital Heart Disease Detection in Fetal Ultrasound Videos},
  author={Saha P, Mishra D, Hernandez-Cruz N, Patey O, Papageorghiou AT et al.},
  pages={560-571},
  year = "2026"
}

BibTeX

@misc{ctrlendodiffdif-2026/,
  title={CtrlEndoDiff: Diffusion-Based Synthetic Image Generation for Enhanced ACF Segmentation},
  author={Albokhari R, Debnath B, Henry D, Johnson M, Bailey A et al.},
  year = "2026"
}

BibTeX

@inproceedings{latentmotionpro-2026/,
  title={Latent Motion Profiling for Annotation-Free Cardiac Phase Detection in Adult and Fetal Echocardiography Videos},
  author={Yang Y, Yang Q, Cui K, Peng C, D’Alberti E et al.},
  pages={316-325},
  year = "2026"
}