W
Won Chang
Researcher at Seoul National University Bundang Hospital
Publications - 34
Citations - 659
Won Chang is an academic researcher from Seoul National University Bundang Hospital. The author has contributed to research in topics: Medicine & Internal medicine. The author has an hindex of 10, co-authored 28 publications receiving 411 citations.
Papers
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Journal ArticleDOI
Deep Convolutional Framelet Denosing for Low-Dose CT via Wavelet Residual Network
TL;DR: Wang et al. as mentioned in this paper proposed a novel framelet-based denoising algorithm using wavelet residual network which synergistically combines the expressive power of deep learning and the performance guarantee from the framelet based denoizing algorithms.
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Delta-radiomics signature predicts treatment outcomes after preoperative chemoradiotherapy and surgery in rectal cancer.
Seung Hyuck Jeon,Changhoon Song,Eui Kyu Chie,Bohyoung Kim,Young Hoon Kim,Won Chang,Yoon Jin Lee,Joo Hyun Chung,Jin Beom Chung,Keun Wook Lee,Sung Bum Kang,Jae Sung Kim +11 more
TL;DR: This is the first study to develop delta-radiomics signatures for rectal cancer and they successfully predicted the outcomes and were independent prognostic factors.
Journal ArticleDOI
Low-Dose Abdominal CT Using a Deep Learning-Based Denoising Algorithm: A Comparison with CT Reconstructed with Filtered Back Projection or Iterative Reconstruction Algorithm.
Yoon Joo Shin,Won Chang,Jong Chul Ye,Eun Hee Kang,Dong Yul Oh,Yoon Jin Lee,Ji Hoon Park,Young Hoon Kim +7 more
TL;DR: The DLA trained with 50% simulated radiation dose showed the best overall image quality and DLAs achieved less noise than FBP and ADMIRE in LD CT images, but did not maintain spatial resolution.
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Prognostic Value of MRI in Assessing Extramural Venous Invasion in Rectal Cancer: Multi-Readers' Diagnostic Performance
Jae Seok Bae,Se Hyung Kim,Se Hyung Kim,Bo Yun Hur,Won Chang,Juil Park,Juil Park,Hye Eun Park,Jung Ho Kim,Hyo Jin Kang,Hyo Jin Kang,Mi Hye Yu,Joon Koo Han,Joon Koo Han,Joon Koo Han +14 more
TL;DR: When read by experienced radiologists, MR can provide reliable diagnostic performance in assessing EMVI for patients with rectal cancer, resulting in better prediction of OS than with pEMVI, with substantial interobserver agreement.
Journal ArticleDOI
Double Low-Dose Dual-Energy Liver CT in Patients at High-Risk of HCC: A Prospective, Randomized, Single-Center Study.
Jeong Hee Yoon,Jeong Hee Yoon,Won Chang,Eun Sun Lee,Sang Min Lee,Jeong Min Lee,Jeong Min Lee,Jeong Min Lee +7 more
TL;DR: Low monoenergetic spectral CT images (50 keV) can provide better focal liver lesion conspicuity than hybrid iterative reconstruction image of standard-dose CT in nonobese patients while using lower radiation and contrast media doses.