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Jungkyu Park

A training regime to learn unified representations from complementary breast imaging modalities

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Aug 16, 2024
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Leveraging Transformers to Improve Breast Cancer Classification and Risk Assessment with Multi-modal and Longitudinal Data

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Nov 15, 2023
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3D-GMIC: an efficient deep neural network to find small objects in large 3D images

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Oct 16, 2022
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Investigating and Simplifying Masking-based Saliency Methods for Model Interpretability

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Oct 19, 2020
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Reducing false-positive biopsies with deep neural networks that utilize local and global information in screening mammograms

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Sep 19, 2020
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An artificial intelligence system for predicting the deterioration of COVID-19 patients in the emergency department

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Aug 04, 2020
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An interpretable classifier for high-resolution breast cancer screening images utilizing weakly supervised localization

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Feb 13, 2020
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Screening Mammogram Classification with Prior Exams

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Jul 30, 2019
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Globally-Aware Multiple Instance Classifier for Breast Cancer Screening

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Jun 07, 2019
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Deep Neural Networks Improve Radiologists' Performance in Breast Cancer Screening

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Mar 20, 2019
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