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J. Alison Noble

University of Oxford, Institute of Biomedical Engineering (IBME)

18 papers at tracked venues · 8 at CORE A* · active 2024–2025

DBLP profile ↗ORCID 0000-0002-3060-3772 ↗Google Scholar ↗Homepage ↗

Venues

MICCAI ×9AAAI ×4NeurIPS ×2CVPR ×1ICCV ×1WACV ×1

Frequent coauthors

Pramit Saha
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Divyanshu Mishra
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Felix Wagner
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Yingyu Yang
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Jiayuan Zhu
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Joshua Strong
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Ziyun Liang
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Kangning Zhang
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Xiaoqing Guo
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Qianhui Men
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Angus Nicolson
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Mohammad Alsharid
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Papers

  1. DIsoN: Decentralized Isolation Networks for Out-of-Distribution Detection in Medical Imaging
    NeurIPS 2025 ·
    Felix Wagner
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  2. F3OCUS - Federated Finetuning of Vision-Language Foundation Models with Optimal Client Layer Updating Strategy via Multi-objective Meta-Heuristics
    CVPR 2025 ·
    Pramit Saha
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  3. Feasibility of Federated Learning from Client Databases with Different Brain Diseases and MRI Modalities
    WACV 2025 ·
    Felix Wagner
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  4. FedPIA - Permuting and Integrating Adapters Leveraging Wasserstein Barycenters for Finetuning Foundation Models in Multi-Modal Federated Learning
    AAAI 2025 ·
    Pramit Saha
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  5. Incongruent Multimodal Federated Learning for Medical Vision and Language-based Multi-label Disease Detection
    AAAI 2025 ·
    Pramit Saha
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  6. Latent Motion Profiling for Annotation-Free Cardiac Phase Detection in Adult and Fetal Echocardiography Videos
    MICCAI 2025 ·
    Yingyu Yang
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  7. MCAT: Visual Query-Based Localization of Standard Anatomical Clips in Fetal Ultrasound Videos Using Multi-Tier Class-Aware Token Transformer
    AAAI 2025 ·
    Divyanshu Mishra
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  8. SPA: Efficient User-Preference Alignment against Uncertainty in Medical Image Segmentation
    ICCV 2025 ·
    Jiayuan Zhu
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  9. Self-supervised Learning of Echocardiographic Video Representations via Online Cluster Distillation
    NeurIPS 2025 ·
    Divyanshu Mishra
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  10. Self-supervised Normality Learning and Divergence Vector-Guided Model Merging for Zero-Shot Congenital Heart Disease Detection in Fetal Ultrasound Videos
    MICCAI 2025 ·
    Pramit Saha
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  11. Trustworthy and Practical AI for Healthcare: A Guided Deferral System with Large Language Models
    AAAI 2025 ·
    Joshua Strong
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  12. $\mathrm {IterMask2}$: Iterative Unsupervised Anomaly Segmentation via Spatial and Frequency Masking for Brain Lesions in MRI
    MICCAI 2024 ·
    Ziyun Liang
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  13. Fetal Ultrasound Video Representation Learning Using Contrastive Rubik's Cube Recovery
    MICCAI 2024 ·
    Kangning Zhang
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  14. MMSummary: Multimodal Summary Generation for Fetal Ultrasound Video
    MICCAI 2024 ·
    Xiaoqing Guo
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  15. Pose-GuideNet: Automatic Scanning Guidance for Fetal Head Ultrasound from Pose Estimation
    MICCAI 2024 ·
    Qianhui Men
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  16. STAN-LOC: Visual Query-Based Video Clip Localization for Fetal Ultrasound Sweep Videos
    MICCAI 2024 ·
    Divyanshu Mishra
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  17. TextCAVs: Debugging Vision Models Using Text
    MICCAI 2024 ·
    Angus Nicolson
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  18. Zoom Pattern Signatures for Fetal Ultrasound Structures
    MICCAI 2024 ·
    Mohammad Alsharid
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