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2020 – today
- 2023
[i1]Seowoo Lee, Jiwon Youn, Mansu Kim, Soon Ho Yoon:
CXR-LLaVA: Multimodal Large Language Model for Interpreting Chest X-ray Images. CoRR abs/2310.18341 (2023)- 2022
- [j5]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. 23-S(3): 402 (2022) - [j4]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: 102297 (2022) - [c10]Diego Machado Reyes, Mansu Kim, Hanqing Chao, Li Shen, Pingkun Yan:
Connectome transformer with anatomically inspired attention for Parkinson's diagnosis. BCB 2022: 35:1-35:4 - [c9]Diego Machado Reyes, Mansu Kim, Hanqing Chao, Juergen Hahn, Li Shen, Pingkun Yan:
Genomics transformer for diagnosing Parkinson's disease. BHI 2022: 1-4 - 2021
- [j3]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: 102026 (2021) - [c8]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: 1381-1384 - [c7]Yize Zhao, Xiwen Zhao, Mansu Kim, Jingxuan Bao, Li Shen:
A Novel Bayesian Semi-parametric Model for Learning Heritable Imaging Traits. MICCAI (5) 2021: 678-687 - 2020
- [j2]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: 105713 (2020) - [j1]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): 23-34 (2020) - [c6]Yixue Feng, Mansu Kim, Xiaohui Yao, Kefei Liu, Qi Long, Li Shen:
Deep Multiview Learning to Identify Population Structure with Multimodal Imaging. BIBE 2020: 308-314 - [c5]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: 315-322 - [c4]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: 1920-1923 - [c3]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: 292-302
2010 – 2019
- 2019
- [c2]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: 126-136 - 2017
- [c1]Mansu Kim, Seong-jin Son, Hyunjin Park:
Imaging genetics approach to predict progression of Parkinson's diseases. EMBC 2017: 3922-3925
Coauthor Index
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