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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
×9
Konstantinos Kamnitsas
×7
Divyanshu Mishra
×7
Aris T. Papageorghiou
×7
Felix Wagner
×5
Olga Patey
×5
Netzahualcoyotl Hernandez-Cruz
×3
Qianhui Men
×3
Xiaoqing Guo
×3
Can Peng
×2
Ziyun Liang
×2
He Zhao
×2

Papers

  1. DIsoN: Decentralized Isolation Networks for Out-of-Distribution Detection in Medical Imaging
    NeurIPS 2025 ·
    Felix Wagner
    ,
    Pramit Saha
    ,
    Harry Anthony
    , J. Alison Noble,
    Konstantinos Kamnitsas
  2. F3OCUS - Federated Finetuning of Vision-Language Foundation Models with Optimal Client Layer Updating Strategy via Multi-objective Meta-Heuristics
    CVPR 2025 ·
    Pramit Saha
    ,
    Felix Wagner
    ,
    Divyanshu Mishra
    ,
    Can Peng
    ,
    Anshul Thakur
    ,
    David A. Clifton
    ,
    Konstantinos Kamnitsas
    , J. Alison Noble
  3. Feasibility of Federated Learning from Client Databases with Different Brain Diseases and MRI Modalities
    WACV 2025 ·
    Felix Wagner
    ,
    Wentian Xu
    ,
    Pramit Saha
    ,
    Ziyun Liang
    ,
    Daniel Whitehouse
    ,
    David K. Menon
    ,
    Virginia F. J. Newcombe
    ,
    Natalie Voets
    , J. Alison Noble,
    Konstantinos Kamnitsas
  4. FedPIA - Permuting and Integrating Adapters Leveraging Wasserstein Barycenters for Finetuning Foundation Models in Multi-Modal Federated Learning
    AAAI 2025 ·
    Pramit Saha
    ,
    Divyanshu Mishra
    ,
    Felix Wagner
    ,
    Konstantinos Kamnitsas
    , J. Alison Noble
  5. Incongruent Multimodal Federated Learning for Medical Vision and Language-based Multi-label Disease Detection
    AAAI 2025 ·
    Pramit Saha
    ,
    Divyanshu Mishra
    ,
    Felix Wagner
    ,
    Konstantinos Kamnitsas
    , J. Alison Noble
  6. Latent Motion Profiling for Annotation-Free Cardiac Phase Detection in Adult and Fetal Echocardiography Videos
    MICCAI 2025 ·
    Yingyu Yang
    ,
    Qianye Yang
    ,
    Kangning Cui
    ,
    Can Peng
    ,
    Elena D'Alberti
    ,
    Netzahualcoyotl Hernandez-Cruz
    ,
    Olga Patey
    ,
    Aris T. Papageorghiou
    , J. Alison Noble
  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
    ,
    Pramit Saha
    ,
    He Zhao
    ,
    Netzahualcoyotl Hernandez-Cruz
    ,
    Olga Patey
    ,
    Aris T. Papageorghiou
    , J. Alison Noble
  8. SPA: Efficient User-Preference Alignment against Uncertainty in Medical Image Segmentation
    ICCV 2025 ·
    Jiayuan Zhu
    ,
    Junde Wu
    ,
    Cheng Ouyang
    ,
    Konstantinos Kamnitsas
    , J. Alison Noble
  9. Self-supervised Learning of Echocardiographic Video Representations via Online Cluster Distillation
    NeurIPS 2025 ·
    Divyanshu Mishra
    ,
    Mohammadreza Salehi
    ,
    Pramit Saha
    ,
    Olga Patey
    ,
    Aris T. Papageorghiou
    ,
    Yuki Asano
    , J. Alison Noble
  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
    ,
    Divyanshu Mishra
    ,
    Netzahualcoyotl Hernandez-Cruz
    ,
    Olga Patey
    ,
    Aris T. Papageorghiou
    ,
    Yuki M. Asano
    , J. Alison Noble
  11. Trustworthy and Practical AI for Healthcare: A Guided Deferral System with Large Language Models
    AAAI 2025 ·
    Joshua Strong
    ,
    Qianhui Men
    , J. Alison Noble
  12. $\mathrm {IterMask2}$: Iterative Unsupervised Anomaly Segmentation via Spatial and Frequency Masking for Brain Lesions in MRI
    MICCAI 2024 ·
    Ziyun Liang
    ,
    Xiaoqing Guo
    , J. Alison Noble,
    Konstantinos Kamnitsas
  13. Fetal Ultrasound Video Representation Learning Using Contrastive Rubik's Cube Recovery
    MICCAI 2024 ·
    Kangning Zhang
    ,
    Jianbo Jiao
    , J. Alison Noble
  14. MMSummary: Multimodal Summary Generation for Fetal Ultrasound Video
    MICCAI 2024 ·
    Xiaoqing Guo
    ,
    Qianhui Men
    , J. Alison Noble
  15. Pose-GuideNet: Automatic Scanning Guidance for Fetal Head Ultrasound from Pose Estimation
    MICCAI 2024 ·
    Qianhui Men
    ,
    Xiaoqing Guo
    ,
    Aris T. Papageorghiou
    , J. Alison Noble
  16. STAN-LOC: Visual Query-Based Video Clip Localization for Fetal Ultrasound Sweep Videos
    MICCAI 2024 ·
    Divyanshu Mishra
    ,
    Pramit Saha
    ,
    He Zhao
    ,
    Olga Patey
    ,
    Aris T. Papageorghiou
    , J. Alison Noble
  17. TextCAVs: Debugging Vision Models Using Text
    MICCAI 2024 ·
    Angus Nicolson
    ,
    Yarin Gal
    , J. Alison Noble
  18. Zoom Pattern Signatures for Fetal Ultrasound Structures
    MICCAI 2024 ·
    Mohammad Alsharid
    ,
    Robail Yasrab
    ,
    Lior Drukker
    ,
    Aris T. Papageorghiou
    , J. Alison Noble