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| NO | Title, Author(s) (Publication Title, Volume Issue, Page, Issue Date) |
|---|---|
| Deep learning-based denoising algorithm in comparison to iterative reconstruction and filtered back projection: a 12-reader phantom study Kim, Youngjune; Oh, Dong Yul; Chang, Won; Kang, Eunhee; Ye, Jong Chul; Lee, Kyeorye; Kim, Hae Young; Kim, Young Hoon; Park, Ji Hoon; Lee, Yoon Jin; Lee, Kyoung Ho, EUROPEAN RADIOLOGY, v.31, no.11, pp.8755 - 8764, 2021-11 | |
| 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 | |
| Learning to Schedule Network Resources Throughput and Delay Optimally Using Q(+)-Learning Bae, Jeongmin; Lee, Joohyun; Chong, Song, IEEE-ACM TRANSACTIONS ON NETWORKING, v.29, no.2, pp.750 - 763, 2021-04 | |
| 심층 강화학습기반 연속상태공간 제어를 위한 보상 함수 분석 강민구; 김기응, 정보과학회논문지, v.47, no.1, pp.78 - 87, 2020-01 | |
| 사전확률 갱신을 수행하는 교차 엔트로피 계획법 황형주; 장영수; 박재영; 김기응, 정보과학회논문지, v.47, no.1, pp.88 - 94, 2020-01 | |
| Structured Low-Rank Algorithms: Theory, Magnetic Resonance Applications, and Links to Machine Learning Jacob, Mathews; Mani, Merry P.; Ye, Jong Chul, IEEE SIGNAL PROCESSING MAGAZINE, v.37, no.1, pp.54 - 68, 2020-01 | |
| Assessing the importance of magnetic resonance contrasts using collaborative generative adversarial networks Lee, Dongwook; Moon, Won-Jin; Ye, Jong Chul, Nature Machine Intelligence, v.2, no.1, pp.34 - 42, 2020-01 | |
| Unpaired Training of Deep Learning tMRA for Flexible Spatio-Temporal Resolution Cha, Eunju; Chung, Hyungjin; Kim, Eung Yeop; Ye, Jong Chul, IEEE TRANSACTIONS ON MEDICAL IMAGING, v.40, no.1, pp.166 - 179, 2021-01 | |
| Image Reconstruction: From Sparsity to Data-Adaptive Methods and Machine Learning Ravishankar, Saiprasad; Ye, Jong Chul; Fessler, Jeffrey A., PROCEEDINGS OF THE IEEE, v.108, no.1, pp.86 - 109, 2020-01 | |
| 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 |
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