Ehwa Yang
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Explore the profile of Ehwa Yang including associated specialties, affiliations and a list of published articles.
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Citations
20
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Recent Articles
1.
Lee S, Kim H, Yang E, Yoon Y, Lee J, Choi B, et al.
PLoS One
. 2024 Sep;
19(9):e0310203.
PMID: 39241036
We aimed to develop efficient data labeling strategies for ground truth segmentation in lower-leg magnetic resonance imaging (MRI) of patients with Charcot-Marie-Tooth disease (CMT) and to develop an automated muscle...
2.
Chae S, Yang E, Moon W, Kim J
Diagnostics (Basel)
. 2024 Jul;
14(14).
PMID: 39061641
In this paper, we present a cascaded deep convolution neural network (CNN) for assessing enlarged perivascular space (ePVS) within the basal ganglia region using T2-weighted MRI. Enlarged perivascular spaces (ePVSs)...
3.
Yang E, Kim J, Min J, Jeong W, Hwang J, Lee J, et al.
Acad Radiol
. 2024 Feb;
31(7):2784-2794.
PMID: 38350812
Rationale And Objectives: To develop and validate a deep learning (DL)-based method for pancreas segmentation on CT and automatic measurement of pancreatic volume in pancreatic cancer. Materials And Methods: This...
4.
Moon J, Yang E, Kim J, Kwon O, Park M, Yi C
Diagnostics (Basel)
. 2023 Aug;
13(15).
PMID: 37568918
Background: the objective of this study is to evaluate the predictive power of the survival model using deep learning of diffusion-weighted images (DWI) in patients with non-small-cell lung cancer (NSCLC)....
5.
Moon J, Yi C, Lee K, Woo S, Kwon O, Yang E, et al.
J Comput Assist Tomogr
. 2022 Mar;
46(2):308-314.
PMID: 35297586
Objective: This study aimed to investigate the prognostic significance of dynamic contrast-enhanced computed tomography in patients with stage IA non-small cell lung cancer (NSCLC). Methods: We retrospectively enrolled 139 patients...
6.
Gonuguntla V, Yang E, Guan Y, Koo B, Kim J
Hum Brain Mapp
. 2022 Mar;
43(9):2845-2860.
PMID: 35289025
Structural MRI (sMRI) provides valuable information for understanding neurodegenerative illnesses such as Alzheimer's Disease (AD) since it detects the brain's cerebral atrophy. The development of brain networks utilizing single imaging...
7.
Yang E, Kim C, Guan Y, Koo B, Kim J
Comput Methods Programs Biomed
. 2022 Jan;
215:106616.
PMID: 35026623
Background And Objective: We propose a novel deep neural network, the 3D Multi-Scale Residual Fully Convolutional Neural Network (3D-MS-RFCNN) to improve segmentation in extremely large-sized kidney tumors. Method: The multi-scale...
8.
Balagurunathan Y, Beers A, McNitt-Gray M, Hadjiiski L, Napel S, Goldgof D, et al.
IEEE Trans Med Imaging
. 2021 Jul;
40(12):3748-3761.
PMID: 34264825
Lung cancer is by far the leading cause of cancer death in the US. Recent studies have demonstrated the effectiveness of screening using low dose CT (LDCT) in reducing lung...
9.
Guan Y, Cheng C, Chen W, Zhang Y, Koo S, Krengel M, et al.
Brain Sci
. 2020 Nov;
10(11).
PMID: 33233672
Gulf War illness (GWI) refers to the multitude of chronic health symptoms, spanning from fatigue, musculoskeletal pain, and neurological complaints to respiratory, gastrointestinal, and dermatologic symptoms experienced by about 250,000...
10.
Yang E, Gwak J, Jeon M
Sensors (Basel)
. 2017 Mar;
17(3).
PMID: 28304366
Due to the reasonably acceptable performance of state-of-the-art object detectors, tracking-by-detection is a standard strategy for visual multi-object tracking (MOT). In particular, online MOT is more demanding due to its...