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12/29/2022
SESNet: sequence-structure feature-integrated deep learning method for data-efficient protein engineering
Deep learning has been widely used for protein engineering. However, it ...
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07/23/2022
A Ligand-and-structure Dual-driven Deep Learning Method for the Discovery of Highly Potent GnRH1R Antagonist to treat Uterine Diseases
Gonadotrophin-releasing hormone receptor (GnRH1R) is a promising therape...
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07/01/2022
Weakly-supervised High-fidelity Ultrasound Video Synthesis with Feature Decoupling
Ultrasound (US) is widely used for its advantages of real-time imaging, ...
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07/01/2022
Fine-grained Correlation Loss for Regression
Regression learning is classic and fundamental for medical image analysi...
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08/11/2021
Statistical Dependency Guided Contrastive Learning for Multiple Labeling in Prenatal Ultrasound
Standard plane recognition plays an important role in prenatal ultrasoun...
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07/31/2021
Debiasing Samples from Online Learning Using Bootstrap
It has been recently shown in the literature that the sample averages fr...
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07/08/2021
Sublinear Regret for Learning POMDPs
We study the model-based undiscounted reinforcement learning for partial...
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03/26/2021
Agent with Warm Start and Adaptive Dynamic Termination for Plane Localization in 3D Ultrasound
Accurate standard plane (SP) localization is the fundamental step for pr...
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01/11/2021
Generalize Ultrasound Image Segmentation via Instant and Plug Play Style Transfer
Deep segmentation models that generalize to images with unknown appearan...
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07/30/2020
Searching Collaborative Agents for Multi-plane Localization in 3D Ultrasound
3D ultrasound (US) is widely used due to its rich diagnostic information...
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04/01/2020
Region Proposal Network with Graph Prior and IoU-Balance Loss for Landmark Detection in 3D Ultrasound
3D ultrasound (US) can facilitate detailed prenatal examinations for fet...
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02/14/2020
Remove Appearance Shift for Ultrasound Image Segmentation via Fast and Universal Style Transfer
Deep Neural Networks (DNNs) suffer from the performance degradation when...
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01/26/2020
Regime Switching Bandits
We study a multi-armed bandit problem where the rewards exhibit regime-s...
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10/10/2019