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J. Alison Noble

Multimodal-GuideNet: Gaze-Probe Bidirectional Guidance in Obstetric Ultrasound Scanning

Jul 26, 2022
Qianhui Men, Clare Teng, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble

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* Early accepted by MICCAI 2022

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Image quality assessment for machine learning tasks using meta-reinforcement learning

Mar 27, 2022
Shaheer U. Saeed, Yunguan Fu, Vasilis Stavrinides, Zachary M. C. Baum, Qianye Yang, Mirabela Rusu, Richard E. Fan, Geoffrey A. Sonn, J. Alison Noble, Dean C. Barratt, Yipeng Hu

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* Medical Image Analysis, Volume 78, 2022, 102427, ISSN 1361-8415
* Accepted to Medical Image Analysis; Final published version available at: https://doi.org/10.1016/j.media.2022.102427

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Facial Anatomical Landmark Detection using Regularized Transfer Learning with Application to Fetal Alcohol Syndrome Recognition

Sep 12, 2021
Zeyu Fu, Jianbo Jiao, Michael Suttie, J. Alison Noble

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* To appear in IEEE journal of Biomedical and Health Informatics 2021

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Adaptable image quality assessment using meta-reinforcement learning of task amenability

Jul 31, 2021
Shaheer U. Saeed, Yunguan Fu, Vasilis Stavrinides, Zachary M. C. Baum, Qianye Yang, Mirabela Rusu, Richard E. Fan, Geoffrey A. Sonn, J. Alison Noble, Dean C. Barratt, Yipeng Hu

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* Accepted at ASMUS 2021 (The 2nd International Workshop of Advances in Simplifying Medical UltraSound)

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Principled Ultrasound Data Augmentation for Classification of Standard Planes

Mar 14, 2021
Lok Hin Lee, Yuan Gao, J. Alison Noble

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* Information Processing in Medical Imaging (IPMI) 2021

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Cross-Task Representation Learning for Anatomical Landmark Detection

Sep 28, 2020
Zeyu Fu, Jianbo Jiao, Michael Suttie, J. Alison Noble

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* MICCAI-MLMI 2020

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