Ms. Yoon Jo Kim Profile

Yoon Jo Kim

at Seoul Women's Univ

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Publications (3)

Proceedings Article | 3 April 2024 Presentation + Paper

Enhancing robustness in prostate cancer aggressiveness prediction: a study of test-time augmentation-based ensemble methods

Julip Jung, Yoon Jo Kim, Helen Hong, Sung Il Hwang

Proceedings Volume 12927, 129270I (2024) https://doi.org/10.1117/12.3007059

KEYWORDS: Prostate cancer, Magnetic resonance imaging, Tumors

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Proceedings Article | 7 April 2023 Presentation + Paper

Deep regression model with ordinal and triplet loss for the prediction of prostate cancer aggressiveness in multi-parametric MR images

Yoon Jo Kim, Minjin Lee, Helen Hong, Sung Il Hwang

Proceedings Volume 12465, 124650P (2023) https://doi.org/10.1117/12.2652266

KEYWORDS: Tumors, Prostate cancer, Magnetic resonance imaging

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Proceedings Article | 4 April 2022 Poster + Paper

Deep ensemble models with multiscale lung-focused patches for pneumonia classification on chest x-ray

Yoon Jo Kim, Jinseo An, Helen Hong

Proceedings Volume 12033, 120332G (2022) https://doi.org/10.1117/12.2610968

KEYWORDS: Convolutional neural networks, Lung, Chest imaging, Image segmentation, Visualization, Image classification, Image contrast enhancement, Network architectures

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