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J. Alison Noble

Self-supervised Learning of Echocardiographic Video Representations via Online Cluster Distillation

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Jun 13, 2025
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DIsoN: Decentralized Isolation Networks for Out-of-Distribution Detection in Medical Imaging

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Jun 10, 2025
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MCAT: Visual Query-Based Localization of Standard Anatomical Clips in Fetal Ultrasound Videos Using Multi-Tier Class-Aware Token Transformer

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Apr 08, 2025
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IterMask3D: Unsupervised Anomaly Detection and Segmentation with Test-Time Iterative Mask Refinement in 3D Brain MR

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Apr 07, 2025
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Federated Continual 3D Segmentation With Single-round Communication

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Mar 19, 2025
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Self-supervised Normality Learning and Divergence Vector-guided Model Merging for Zero-shot Congenital Heart Disease Detection in Fetal Ultrasound Videos

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Mar 10, 2025
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FedPIA -- Permuting and Integrating Adapters leveraging Wasserstein Barycenters for Finetuning Foundation Models in Multi-Modal Federated Learning

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Dec 19, 2024
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F$^3$OCUS -- Federated Finetuning of Vision-Language Foundation Models with Optimal Client Layer Updating Strategy via Multi-objective Meta-Heuristics

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Nov 17, 2024
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Pose-GuideNet: Automatic Scanning Guidance for Fetal Head Ultrasound from Pose Estimation

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Aug 19, 2024
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TextCAVs: Debugging vision models using text

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Aug 16, 2024
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