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07/20/2023
Soft-tissue Driven Craniomaxillofacial Surgical Planning
In CMF surgery, the planning of bony movement to achieve a desired facia...
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10/25/2022
Causal Information Bottleneck Boosts Adversarial Robustness of Deep Neural Network
The information bottleneck (IB) method is a feasible defense solution ag...
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10/04/2022
Deep Learning-based Facial Appearance Simulation Driven by Surgically Planned Craniomaxillofacial Bony Movement
Simulating facial appearance change following bony movement is a critica...
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07/20/2020
Integrative Analysis for COVID-19 Patient Outcome Prediction
While image analysis of chest computed tomography (CT) for COVID-19 diag...
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01/01/2020
Multi-organ Segmentation over Partially Labeled Datasets with Multi-scale Feature Abstraction
This paper presents a unified training strategy that enables a novel mul...
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10/24/2019
Unified Multi-scale Feature Abstraction for Medical Image Segmentation
Automatic medical image segmentation, an essential component of medical ...
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03/06/2018
Multi-class Active Learning: A Hybrid Informative and Representative Criterion Inspired Approach
Labeling each instance in a large dataset is extremely labor- and time- ...
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12/03/2017
Towards Quality Advancement of Underwater Machine Vision with Generative Adversarial Networks
Underwater machine vision attracts more attention, but the terrible qual...
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12/03/2017