Mansu Kim

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 16

Top Topics

Canonical Correlation Analysis

Functional Brain

Top Venues

Medical Image Anal.

Publications

Seowoo Lee, Jiwon Youn, Mansu Kim, Soon Ho Yoon
CXR-LLaVA: Multimodal Large Language Model for Interpreting Chest X-ray Images. CoRR (2023)
Mansu Kim, Eun Jeong Min, Kefei Liu, Jingwen Yan, Andrew J. Saykin, Jason H. Moore, Qi Long, Li Shen
Multi-task learning based structured sparse canonical correlation analysis for brain imaging genetics. Medical Image Anal. 76 (2022)
Yixue Feng, Mansu Kim, Xiaohui Yao, Kefei Liu, Qi Long, Li Shen
Deep multiview learning to identify imaging-driven subtypes in mild cognitive impairment. BMC Bioinform. (3) (2022)
Diego Machado Reyes, Mansu Kim, Hanqing Chao, Li Shen, Pingkun Yan
Connectome transformer with anatomically inspired attention for Parkinson's diagnosis. BCB (2022)
Diego Machado Reyes, Mansu Kim, Hanqing Chao, Juergen Hahn, Li Shen, Pingkun Yan
Genomics transformer for diagnosing Parkinson's disease. BHI (2022)
Yize Zhao, Xiwen Zhao, Mansu Kim, Jingxuan Bao, Li Shen
A Novel Bayesian Semi-parametric Model for Learning Heritable Imaging Traits. MICCAI (5) (2021)
Mansu Kim, Jaesik Kim, Jeffrey Qu, Heng Huang, Qi Long, Kyung-Ah Sohn, Dokyoon Kim, Li Shen
Interpretable temporal graph neural network for prognostic prediction of Alzheimer's disease using longitudinal neuroimaging data. BIBM (2021)
Mansu Kim, Jingxuan Bao, Kefei Liu, Bo-yong Park, Hyunjin Park, Jae Young Baik, Li Shen
A structural enriched functional network: An application to predict brain cognitive performance. Medical Image Anal. 71 (2021)
Jingxuan Bao, Mansu Kim, Qing Sun, Anderson T. Hara, Gerardo Maupome, Li Shen
Estimating Hard-tissue Conditions from Dental Images via Machine Learning. BIBE (2020)
Yixue Feng, Mansu Kim, Xiaohui Yao, Kefei Liu, Qi Long, Li Shen
Deep Multiview Learning to Identify Population Structure with Multimodal Imaging. BIBE (2020)
Mansu Kim, Jingxaun Bao, Kefei Liu, Bo-yong Park, Hyunjin Park, Li Shen
Structural Connectivity Enriched Functional Brain Network Using Simplex Regression with GraphNet. MLMI@MICCAI (2020)
Mansu Kim, Ji Hye Won, Jisu Hong, Junmo Kwon, Hyunjin Park, Li Shen
Deep Network-Based Feature Selection for Imaging Genetics: Application to Identifying Biomarkers for Parkinson's Disease. ISBI (2020)
Mansu Kim, Ji Sun Kim, Jinyoung Youn, Hyunjin Park, Jin Whan Cho
GraphNet-based imaging biomarker model to explain levodopa-induced dyskinesia in Parkinson's disease. Comput. Methods Programs Biomed. 196 (2020)
Mansu Kim, Ji Hye Won, Jinyoung Youn, Hyunjin Park
Joint-Connectivity-Based Sparse Canonical Correlation Analysis of Imaging Genetics for Detecting Biomarkers of Parkinson's Disease. IEEE Trans. Medical Imaging 39 (1) (2020)
Ji Hye Won, Mansu Kim, Jinyoung Yoon, Hyunjin Park
Subtype Identification of Parkinson's Disease Using Sparse Canonical Correlation and Clustering Analysis of Multimodal Neuroimaging. MTSR (2019)
Mansu Kim, Seong-jin Son, Hyunjin Park
Imaging genetics approach to predict progression of Parkinson's diseases. EMBC (2017)