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Zhiyun Xue

Uncovering the effects of model initialization on deep model generalization: A study with adult and pediatric Chest X-ray images

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Sep 20, 2023
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Semantically Redundant Training Data Removal and Deep Model Classification Performance: A Study with Chest X-rays

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Sep 18, 2023
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Does image resolution impact chest X-ray based fine-grained Tuberculosis-consistent lesion segmentation?

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Jan 10, 2023
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Generalizability of Deep Adult Lung Segmentation Models to the Pediatric Population: A Retrospective Study

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Nov 04, 2022
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Deep ensemble learning for segmenting tuberculosis-consistent manifestations in chest radiographs

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Jun 13, 2022
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Deep Cervix Model Development from Heterogeneous and Partially Labeled Image Datasets

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Jan 18, 2022
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Selective Synthetic Augmentation with HistoGAN for Improved Histopathology Image Classification

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Nov 10, 2021
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Synthetic Sample Selection via Reinforcement Learning

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Aug 26, 2020
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Feature based Sequential Classifier with Attention Mechanism

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Jul 22, 2020
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Selective Synthetic Augmentation with Quality Assurance

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Dec 09, 2019
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