Results of the 2020 fastMRI Challenge for Machine Learning MR Image Reconstruction
Muckley, Matthew J., Riemenschneider, Bruno, Radmanesh, Alireza, Kim, Sunwoo, Jeong, Geunu, Ko, Jingyu, Jun, Yohan, Shin, Hyungseob, Hwang, Dosik, Mostapha, Mahmoud, Arberet, Simon, Nickel, Dominik, Ramzi, Zaccharie, Ciuciu, Philippe, Starck, Jean-Luc, Teuwen, Jonas, Karkalousos, Dimitrios, Zhang, Chaoping, Sriram, Anuroop, Huang, Zhengnan, Yakubova, Nafissa, Lui, Yvonne W., Knoll, Florian
Published in IEEE transactions on medical imaging (01.09.2021)
Published in IEEE transactions on medical imaging (01.09.2021)
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Journal Article
Robust performance of deep learning for automatic detection and segmentation of brain metastases using three-dimensional black-blood and three-dimensional gradient echo imaging
Park, Yae Won, Jun, Yohan, Lee, Yangho, Han, Kyunghwa, An, Chansik, Ahn, Sung Soo, Hwang, Dosik, Lee, Seung-Koo
Published in European radiology (01.09.2021)
Published in European radiology (01.09.2021)
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Journal Article
Ultrathin crystalline-silicon-based strain gauges with deep learning algorithms for silent speech interfaces
Kim, Taemin, Shin, Yejee, Kang, Kyowon, Kim, Kiho, Kim, Gwanho, Byeon, Yunsu, Kim, Hwayeon, Gao, Yuyan, Lee, Jeong Ryong, Son, Geonhui, Kim, Taeseong, Jun, Yohan, Kim, Jihyun, Lee, Jinyoung, Um, Seyun, Kwon, Yoohwan, Son, Byung Gwan, Cho, Myeongki, Sang, Mingyu, Shin, Jongwoon, Kim, Kyubeen, Suh, Jungmin, Choi, Heekyeong, Hong, Seokjun, Cheng, Huanyu, Kang, Hong-Goo, Hwang, Dosik, Yu, Ki Jun
Published in Nature communications (03.10.2022)
Published in Nature communications (03.10.2022)
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Journal Article
Megahertz-wave-transmitting conducting polymer electrode for device-to-device integration
Kim, Taehoon, Kim, Gwangmook, Kim, Hyeohn, Yoon, Hong-Jib, Kim, Taeseong, Jun, Yohan, Shin, Tae-Hyun, Kang, Shinill, Cheon, Jinwoo, Hwang, Dosik, Min, Byung-wook, Shim, Wooyoung
Published in Nature communications (08.02.2019)
Published in Nature communications (08.02.2019)
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Journal Article
어텐션 기법 및 의료 영상에의 적용에 관한 최신 동향
신형섭, 이정룡, 어태준, 전요한, 김세원, 황도식, Hyungseob Shin, Jeongryong Lee, Taejoon Eo, Yohan Jun, Sewon Kim, Dosik Hwang
Published in Journal of the Korean Society of Radiology (01.11.2020)
Published in Journal of the Korean Society of Radiology (01.11.2020)
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Journal Article
Accelerating Cartesian MRI by domain-transform manifold learning in phase-encoding direction
Eo, Taejoon, Shin, Hyungseob, Jun, Yohan, Kim, Taeseong, Hwang, Dosik
Published in Medical image analysis (01.07.2020)
Published in Medical image analysis (01.07.2020)
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Journal Article
Intelligent noninvasive meningioma grading with a fully automatic segmentation using interpretable multiparametric deep learning
Jun, Yohan, Park, Yae Won, Shin, Hyungseob, Shin, Yejee, Lee, Jeong Ryong, Han, Kyunghwa, Ahn, Sung Soo, Lim, Soo Mee, Hwang, Dosik, Lee, Seung-Koo
Published in European radiology (01.09.2023)
Published in European radiology (01.09.2023)
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Journal Article
Zero‐DeepSub: Zero‐shot deep subspace reconstruction for rapid multiparametric quantitative MRI using 3D‐QALAS
Jun, Yohan, Arefeen, Yamin, Cho, Jaejin, Fujita, Shohei, Wang, Xiaoqing, Grant, P. Ellen, Gagoski, Borjan, Jaimes, Camilo, Gee, Michael S., Bilgic, Berkin
Published in Magnetic resonance in medicine (01.06.2024)
Published in Magnetic resonance in medicine (01.06.2024)
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Journal Article
Deep learning referral suggestion and tumour discrimination using explainable artificial intelligence applied to multiparametric MRI
Shin, Hyungseob, Park, Ji Eun, Jun, Yohan, Eo, Taejoon, Lee, Jeongryong, Kim, Ji Eun, Lee, Da Hyun, Moon, Hye Hyeon, Park, Sang Ik, Kim, Seonok, Hwang, Dosik, Kim, Ho Sung
Published in European radiology (01.08.2023)
Published in European radiology (01.08.2023)
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Journal Article
SDC-UDA: Volumetric Unsupervised Domain Adaptation Framework for Slice-Direction Continuous Cross-Modality Medical Image Segmentation
Shin, Hyungseob, Kim, Hyeongyu, Kim, Sewon, Jun, Yohan, Eo, Taejoon, Hwang, Dosik
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2023)
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2023)
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Conference Proceeding
Deep-learned 3D black-blood imaging using automatic labelling technique and 3D convolutional neural networks for detecting metastatic brain tumors
Jun, Yohan, Eo, Taejoon, Kim, Taeseong, Shin, Hyungseob, Hwang, Dosik, Bae, So Hi, Park, Yae Won, Lee, Ho-Joon, Choi, Byoung Wook, Ahn, Sung Soo
Published in Scientific reports (21.06.2018)
Published in Scientific reports (21.06.2018)
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Journal Article
Beyond the Conventional Structural MRI: Clinical Application of Deep Learning Image Reconstruction and Synthetic MRI of the Brain
Choi, Yangsean, Ko, Ji Su, Park, Ji Eun, Jeong, Geunu, Seo, Minkook, Jun, Yohan, Fujita, Shohei, Bilgic, Berkin
Published in Investigative radiology (20.08.2024)
Published in Investigative radiology (20.08.2024)
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Journal Article
High-SNR multiple T 2 ()-contrast magnetic resonance imaging using a robust denoising method based on tissue characteristics
Eo, Taejoon, Kim, Taeseong, Jun, Yohan, Lee, Hongpyo, Ahn, Sung Soo, Kim, Dong-Hyun, Hwang, Dosik
Published in Journal of magnetic resonance imaging (01.06.2017)
Published in Journal of magnetic resonance imaging (01.06.2017)
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Journal Article
High‐SNR multiple T2()‐contrast magnetic resonance imaging using a robust denoising method based on tissue characteristics
Eo, Taejoon, Kim, Taeseong, Jun, Yohan, Lee, Hongpyo, Ahn, Sung Soo, Kim, Dong‐Hyun, Hwang, Dosik
Published in Journal of magnetic resonance imaging (01.06.2017)
Published in Journal of magnetic resonance imaging (01.06.2017)
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Journal Article
The Latest Trends in Attention Mechanisms and Their Application in Medical Imaging
Hyungseob Shin, Jeongryong Lee, Taejoon Eo, Yohan Jun, Sewon Kim, Dosik Hwang
Published in Taehan Yŏngsang Ŭihakhoe chi (01.11.2020)
Published in Taehan Yŏngsang Ŭihakhoe chi (01.11.2020)
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Journal Article