Mr. Jiwoong J. Jeong Profile

Jiwoong J. Jeong

at Arizona State Univ

SPIE Involvement:

Author

Publications (3)

SPIE Journal Paper | 12 October 2023

Challenges and solutions of echocardiography generalization for deep learning: a study in patients with constrictive pericarditis

Jiwoong Jeong, Chieh-Ju Chao, Reza Arsanjani, Kihong Kim, Melissa Pelkey, Yi-Chieh Chen, Raheel Ramzan, Mohammad Elbahnasawy, Mohamed Sleem, Chadi Ayoub, Juan Maria Farina, Martha Grogan, Garvan Kane, Bhavik Patel, Jae Oh, Imon Banerjee

JMI, Vol. 10, Issue 05, 054502, (October 2023) https://doi.org/10.1117/12.10.1117/1.JMI.10.5.054502

KEYWORDS: Data modeling, Education and training, RGB color model, Echocardiography, Performance modeling, Deep learning, Motion models, Ablation, 3D modeling, Image classification

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Proceedings Article | 10 April 2023 Presentation + Paper

A robust two-step adversarial debiasing with partial learning: medical image case-studies

Ramon Correa, Jiwoong Jason Jeong, Bhavik Patel, Hari Trivedi, Judy Gichoya, Imon Banerjee

Proceedings Volume 12469, 1246908 (2023) https://doi.org/10.1117/12.2647285

KEYWORDS: Artificial intelligence, Mammography, Breast density, Chest imaging

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SPIE Journal Paper | 23 June 2022

GAN augmentation for multiclass image classification using hemorrhage detection as a case-study

Jiwoong Jeong, Bhavik Patel, Imon Banerjee

JMI, Vol. 9, Issue 03, 035504, (June 2022) https://doi.org/10.1117/12.10.1117/1.JMI.9.3.035504

KEYWORDS: Gallium nitride, Data modeling, Image classification, Computed tomography, Brain, Tissues, Binary data, Performance modeling, Neuroimaging, Medical imaging

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