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Browse "AI-Journal Papers(저널논문)" by Subject Unsupervised learning

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Showing results 1 to 7 of 7

1
CycleGAN denoising of extreme low-dose cardiac CT using wavelet-assisted noise disentanglement

Gu, Jawook; Yang, Tae Seong; Ye, Jong Chul; Yang, Dong Hyun, MEDICAL IMAGE ANALYSIS, v.74, 2021-12

2
CycleMorph: Cycle consistent unsupervised deformable image registration

Kim, Boah; Kim, Dong Hwan; Park, Seong Ho; Kim, Jieun; Lee, June-Goo; Ye, Jong Chul, MEDICAL IMAGE ANALYSIS, v.71, 2021-07

3
MumfordShah Loss Functional for Image Segmentation With Deep Learning

Kim, Boah; Ye, Jong Chul, IEEE TRANSACTIONS ON IMAGE PROCESSING, v.29, pp.1856 - 1866, 2020-01

4
Semisupervised Training of Deep Generative Models for High-Dimensional Anomaly Detection

Xie, Qin; Zhang, Peng; Yu, Boseon; Choi, Jaesik, IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, v.33, no.6, pp.2444 - 2453, 2022-06

5
Two-stage deep learning for accelerated 3D time-of-flight MRA without matched training data

Chung, Hyungjin; Cha, Eunju; Sunwoo, Leonard; Ye, Jong Chul, MEDICAL IMAGE ANALYSIS, v.71, 2021-07

6
Unsupervised Deformable Image Registration Using Polyphase UNet for 3D Brain MRI Volumes

Antoinette D. Martin; 김보아; 예종철, Investigative Magnetic Resonance Imaging, v.24, no.4, pp.223 - 231, 2020

7
Variational Formulation of Unsupervised Deep Learning for Ultrasound Image Artifact Removal

Khan, Shujaat; Huh, Jaeyoung; Ye, Jong Chul, IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL, v.68, no.6, pp.2086 - 2100, 2021-06

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