Kanghyun Ryu - Publications, H-index & Citations

Kanghyun Ryu

korea institute of science and technology

11H指数

59论文数

408被引数

收录论文 24

发表时间

Anatomy-guided deep learning for visceral fat segmentation in positron emission tomography–computed tomography 解剖引导的深度学习在正电子发射断层扫描-计算机断层扫描中用于内脏脂肪分割

Engineering Applications of Artificial Intelligence

IF8

2026-06-03

OAAI

Sejin Ha; Yongjun Kim; Chanmin Joung; Kisoo Pahk; Kanghyun Ryu

Joint torque estimation from daily living motion for passive sarcopenia monitoring in older adults 从日常生活运动中估计关节扭矩，用于老年人被动性肌肉减少症监测

Journal of NeuroEngineering and Rehabilitation

IF5.2

2026-04-05

OAAI

Jaebeom Jo; Kihyun Kim; Min-gu Kang; Kanghyun Ryu; Junhyoung Ha; Jiyeon Kang

Regional-aware and sequence-informed multi-decoder network for robust brain glioma segmentation in multi-parametric MRI 区域感知且序列相关的多解码器网络，用于多参数MRI下的鲁棒性脑胶质瘤分割

Computers in Biology and Medicine

IF6.3

2025-12-17

PREAI

Abbas Mohamed Rezk; Abdulkhalek Al-Fakih; Abdullah Shazly; Vivek Kumar Singh; Yun Hwa Roh; Kanghyun Ryu; Mohammed A. Al-masni

AI Advancements in Healthcare: Medical Imaging and Sensing Technologies AI在医疗保健领域的进展：医学成像与传感技术

Bioengineering 2025, Vol. 12, Page 1026

IF3.7

2025-09-27

OAAI

Mohammed A. Al-masni; Kanghyun Ryu

Learning robust brain tumor segmentation under label corruption and data scarcity 在标签污染和数据稀缺条件下学习鲁棒性脑肿瘤分割

Engineering Applications of Artificial Intelligence

IF8

2025-09-23

PREAI

Abdulkhalek Al-Fakih; Abbas Mohamed Rezk; Abdullah Shazly; Kanghyun Ryu; Mohammed A. Al-masni

Meta-learning guidance for robust medical image synthesis: Addressing the real-world misalignment and corruptions

COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

IF4.9

2025-04-01

OAAI

Lee, Jaehun; Kim, Daniel; Kim, Taehun; Al-masni, Mohammed A.; Han, Yoseob; Kim, Dong-Hyun; Ryu, Kanghyun

CoMed-SAM: Collaborative Medical SAM for Multi-Modality Image Segmentation CoMed-SAM：用于多模态图像分割的协同医学SAM

IEEE Access

IF3.6

2025-01-01

OAAI

Minkyu Kim; Kanghyun Ryu; Yoseob Han

Comprehensive Review of Data-Driven Degradation Diagnosis of Lithium-Ion Batteries through Electrochemical and Multi-scale Imaging Analyses 通过电化学和多尺度成像分析对锂离子电池进行数据驱动的退化诊断的综合评述

international journal of chemical reactor engineering

IF3.2

2024-09-27

PREAI

Park, Cheolhwi; Kim, Taehun; Sung, Yung-Eun; Ryu, Kanghyun; Park, Jungjin

FLAIR MRI sequence synthesis using squeeze attention generative model for reliable brain tumor segmentation

ALEXANDRIA ENGINEERING JOURNAL

IF6.8

2024-07-01

OAAI

Al-Fakih, Abdulkhalek; Shazly, Abdullah; Mohammed, Abbas; Elbushnaq, Mohammed; Ryu, Kanghyun; Gu, Yeong Hyeon; Al-masni, Mohammed A.; Makary, Meena M.

JUST-Net: Jointly unrolled cross-domain optimization based spatio-temporal reconstruction network for accelerated 3D myelin water imaging

MAGNETIC RESONANCE IN MEDICINE

IF3

2024-02-11

OAAI

Lee, Jae-Hun; Kim, Jae-Yoon; Ryu, Kanghyun; Al-masni, Mohammed A.; Kim, Tae Hyung; Han, Dongyeob; Kim, Hyun Gi; Kim, Dong-Hyun

Accelerating High b-Value Diffusion-Weighted MRI Using a Convolutional Recurrent Neural Network (CRNN-DWI)

BIOENGINEERING-BASEL

IF3.7

2023-07-21

OAAI

Zhong, Zheng; Ryu, Kanghyun; Mao, Jonathan; Sun, Kaibao; Dan, Guangyu; Vasanawala, Shreyas S.; Zhou, Xiaohong Joe

Accelerated 3D myelin water imaging using joint spatio-temporal reconstruction

MEDICAL PHYSICS

IF3.2

2022-06-22

PREAI

Lee, Jae-Hun; Yi, Jaeuk; Kim, Jun-Hyeong; Ryu, Kanghyun; Han, Dongyeob; Kim, Sewook; Lee, Seul; Kim, Deog Young; Kim, Dong-Hyun

Reconfigurable heterogeneous integration using stackable chips with embedded artificial intelligence 使用具有嵌入式人工智能的可堆叠芯片的可重构异构集成

NATURE ELECTRONICS

IF40.9

2022-06-13

PREAI

Choi, Chanyeol; Kim, Hyunseok; Kang, Ji-Hoon; Song, Min-Kyu; Yeon, Hanwool; Chang, Celesta S.; Suh, Jun Min; Shin, Jiho; Lu, Kuangye; Park, Bo-In; Kim, Yeongin; Lee, Han Eol; Lee, Doyoon; Lee, Jaeyong; Jang, Ikbeom; Pang, Subeen; Ryu, Kanghyun; Bae, Sang-Hoon; Nie, Yifan; Kum, Hyun S.; Park, Min-Chul; Lee, Suyoun; Kim, Hyung-Jun; Wu, Huaqiang; Lin, Peng; Kim, Jeehwan

Improving high frequency image features of deep learning reconstructions via k-space refinement with null-space kernel 通过使用零空间核的k空间细化来改善深度学习重建的高频图像特征

MAGNETIC RESONANCE IN MEDICINE

IF3

2022-04-15

OAAI

Ryu, Kanghyun; Alkan, Cagan; Vasanawala, Shreyas S.

Improving phase-based conductivity reconstruction by means of deep learning based denoising of B1+ phase data for 3T MRI

MAGNETIC RESONANCE IN MEDICINE

IF3

2021-10-01

PREAI

Jung, Kyu-Jin; Mandija, Stefano; Kim, Jun-Hyeong; Ryu, Kanghyun; Jung, Soozy; Cui, Chuanjiang; Kim, Soo-Yeon; Park, Mina; van den Berg, Cornelis A. T.; Kim, Dong-Hyun

Improving phase-based conductivity reconstruction by means of deep learning-based denoising of B1+phase data for 3T MRI

MAGNETIC RESONANCE IN MEDICINE

IF3

2021-05-05

PREAI

Jung, Kyu-Jin; Mandija, Stefano; Kim, Jun-Hyeong; Ryu, Kanghyun; Jung, Soozy; Cui, Chuanjiang; Kim, Soo-Yeon; Park, Mina; van den Berg, Cornelis A. T.; Kim, Dong-Hyun

Accelerated multicontrast reconstruction for synthetic MRI using joint parallel imaging and variable splitting networks 使用联合并行成像和变量分裂网络加速合成MRI的多对比重建

MEDICAL PHYSICS

IF3.2

2021-04-12

PREAI

Ryu, Kanghyun; Lee, Jae-Hun; Nam, Yoonho; Gho, Sung-Min; Kim, Ho-Sung; Kim, Dong-Hyun

Artificial neural network for multi-echo gradient echo-based myelin water fraction estimation

MAGNETIC RESONANCE IN MEDICINE

IF3

2020-07-19

PREAI

Jung, Soozy; Lee, Hongpyo; Ryu, Kanghyun; Song, Jae Eun; Park, Mina; Moon, Won-Jun; Kim, Dong-Hyun

Estimating age-related changes in in vivo cerebral magnetic resonance angiography using convolutional neural network

NEUROBIOLOGY OF AGING

IF3.5

2020-03-01

PREAI

Nam, Yoonho; Jang, Jinhee; Lee, Hea Yon; Choi, Yangsean; Shin, Na Young; Ryu, Kang-Hyun; Kim, Dong Hyun; Jung, So-Lyung; Ahn, Kook-jin; Kim, Bum-soo

Validation of Deep Learning-Based Artifact Correction on Synthetic FLAIR Images in a Different Scanning Environment 基于深度学习的FLAIR合成图像伪影校正在不同扫描环境下的验证

JOURNAL OF CLINICAL MEDICINE

IF2.9

2020-01-29

OAAI

Ryu, Kyeong Hwa; Baek, Hye Jin; Gho, Sung-Min; Ryu, Kanghyun; Kim, Dong-Hyun; Park, Sung Eun; Ha, Ji Young; Cho, Soo Buem; Lee, Joon Sung

研究方向