Publications

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 AS, Nagtegaal ID et al.},
  journal={Cancer Epidemiology},
  volume={103},
  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{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{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

@misc{alowcostmicroco-2026/5,
  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.},
  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{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

@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 C, East J et al.},
  journal={IEEE Trans Med Imaging},
  volume={PP},
  year = "2026"
}

BibTeX

@inproceedings{pbpostercombini-2026/3,
  title={118 (PB-118) Poster Combining MRI and Biological Risk in Premenopausal Women},
  author={Cox A, Bulte D & Brady M},
  pages={116386},
  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{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{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

@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{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},
  year = "2026"
}

BibTeX

@inproceedings{latentmotionpro-2026/1,
  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"
}

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

@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},
  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

@misc{unsuperviseddis-2026/,
  title={Unsupervised Discovery of Spatiotypes and Context-Aware Graph Neural Networks for Modeling Clinical Endpoints},
  author={Dawood M, Thomas E, Cooper R, Pescia C, Sozanska A et al.},
  year = "2026"
}

@misc{learningtolearn-2025/12,
  title={Learning to learn skill assessment for fetal ultrasound scanning},
  author={Wang Y, Yang Q, Drukker L, Papageorghiou AT, Hu Y et al.},
  year = "2025"
}

BibTeX

@misc{redefiningtheto-2025/12,
  title={Redefining the topology of the human bone marrow using augmented spatial transcriptomic analysis},
  author={Cooper RA, Thomas E, Dawood M, Ryou H, Sozanska A et al.},
  year = "2025"
}

BibTeX

@article{thehumanfactori-2025/11,
  title={The human factor in explainable artificial intelligence: clinician variability in trust, reliance, and performance.},
  author={Nicolson A, Bradburn E, Gal Y, Papageorghiou AT & Noble JA},
  journal={NPJ Digit Med},
  volume={8},
  pages={658},
  year = "2025"
}

BibTeX

@article{onthepublicdiss-2025/11,
  title={On the public dissemination and open sourcing of ultrasound resources, datasets and deep learning models.},
  author={Alsharid M, Guo X, Men Q, Saha P, Mishra D et al.},
  journal={NPJ digital medicine},
  year = "2025"
}

BibTeX

@article{towardprecision-2025/11,
  title={Toward precision pathology: Deep learning supported fibrosis grading augments performance of international hematopathologists in a large real-world cohort},
  author={Ebsworth T, Ruane S, Bhardwaj N, Cooper R, Green A et al.},
  journal={Blood},
  volume={146},
  pages={4335-4335},
  publisher={American Society of Hematology},
  year = "2025"
}

@misc{histologyinform-2025/11,
  title={Histology-informed tiling of whole tissue sections improves the interpretability and predictability of cancer relapse and genetic alterations},
  author={Bonnaffé W, Hu Y, Chatrian A, Fan M, Malacrino S et al.},
  year = "2025"
}

BibTeX

@inproceedings{spaefficientuse-2025/10,
  title={SPA: Efficient User-Preference Alignment against Uncertainty in Medical Image Segmentation},
  author={Zhu J, Wu J, Ouyang C, Kamnitsas K & Noble JA},
  booktitle={2025 IEEE/CVF International Conference on Computer Vision (ICCV)},
  pages={23731-23740},
  year = "2025"
}

BibTeX

@article{exabsmpnrefinin-2025/9,
  title={EXABS-184-MPN: Refining Diagnosis, Prognosis, and Management of MPNs With AI/ML},
  author={Cooper R, Thomas E, Hu X, Muhammad D, Ryou H et al.},
  journal={Clinical Lymphoma Myeloma & Leukemia},
  volume={25},
  pages={s85-s86},
  year = "2025"
}

BibTeX

@inproceedings{decodingfibrosi-2025/9,
  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.},
  year = "2025"
}