Publications by authors named "Ehwa Yang"

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Efficient data labeling strategies for automated muscle segmentation in lower leg MRIs of Charcot-Marie-Tooth disease patients.
Seung-Ah Lee, Hyun Su Kim, Ehwa Yang, Young Cheol Yoon, Ji Hyun Lee

PLoS One· September 2024

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nnU-Net-Based Pancreas Segmentation and Volume Measurement on CT Imaging in Patients with Pancreatic Cancer.
Ehwa Yang, Jae-Hun Kim, Ji Hye Min, Woo Kyoung Jeong, Jeong Ah Hwang

Acad Radiol· July 2024

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Deep Cascade of Convolutional Neural Networks for Quantification of Enlarged Perivascular Spaces in the Basal Ganglia in Magnetic Resonance Imaging.
Seunghye Chae, Ehwa Yang, Won-Jin Moon, Jae-Hun Kim

Diagnostics (Basel)· July 2024

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Predicting Non-Small-Cell Lung Cancer Survival after Curative Surgery via Deep Learning of Diffusion MRI.
Jung Won Moon, Ehwa Yang, Jae-Hun Kim, O Jung Kwon, Minsu Park

Diagnostics (Basel)· August 2023

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Brain signatures based on structural MRI: Classification for MCI, PMCI, and AD.
Venkateswarlu Gonuguntla, Ehwa Yang, Yi Guan, Bang-Bon Koo, Jae-Hun Kim

Hum Brain Mapp· June 2022

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3D multi-scale residual fully convolutional neural network for segmentation of extremely large-sized kidney tumor.
Ehwa Yang, Chan Kyo Kim, Yi Guan, Bang-Bon Koo, Jae-Hun Kim

Comput Methods Programs Biomed· March 2022

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Preoperative Helical Dynamic Enhanced Multidetector Row Computed Tomography: Can It Be a Prognostic Indicator in Early-Stage Non-small Cell Lung Cancer?
Jung Won Moon, Chin A Yi, Kyung Soo Lee, Sook Young Woo, O Jung Kwon, Ehwa Yang

J Comput Assist Tomogr· March 2022

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Lung Nodule Malignancy Prediction in Sequential CT Scans: Summary of ISBI 2018 Challenge.
Yoganand Balagurunathan, Andrew Beers, Michael Mcnitt-Gray, Lubomir Hadjiiski, Sandy Napel, Ehwa Yang

IEEE Trans Med Imaging· December 2021

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Neuroimaging Markers for Studying Gulf-War Illness: Single-Subject Level Analytical Method Based on Machine Learning.
Yi Guan, Chia-Hsin Cheng, Weifan Chen, Yingqi Zhang, Sophia Koo, Ehwa Yang

Brain Sci· November 2020

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Conditional Random Field (CRF)-Boosting: Constructing a Robust Online Hybrid Boosting Multiple Object Tracker Facilitated by CRF Learning.
Ehwa Yang, Jeonghwan Gwak, Moongu Jeon

Sensors (Basel)· March 2017

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