AIMed Lab @ GIST
Welcome to the Laboratory of artificial intelligence on medical applications (P.I. Prof. Mansu Kim) at the Gwangju Institute of Science and Technology (GIST).Our research interests include machine learning, imaging genetics, medical image computing, bioinformatics, and biomedical data science.
The goal is twofold: (1) advance computer science and bioinformatics by developing novel algorithms for analyzing large-scale heterogeneous data sets; and (2) provide important new insights into the phenotypic characteristics and genetic mechanisms of normal and/or disordered biological structures and functions to impact the development of new diagnostic, therapeutic and preventive approaches.
Applications: Imaging genetics association/integration analysis; Sparse modeling; Feature extraction; Bio-medical image processing; Application for machine learning approach; Bioinformatics; Interpretable deep neural network.
10 / 2022
Mansu Kim has received an "Cancer research program" as PI from MedRIC, entitled "Development of AI based algorithsm using life log signal acquired from wearable activity tracker to evaluate and prevent the unexpected events in cancer patients undergoing chemotherapy" (2022-2025, 250M Won)
05 / 2022
Mansu Kim has received an "Basic research program" as PI from NRF-Korea, entitled "Brain tissue-specific imaging genetic analysis of identifying quantitative phenotypes in Alzheimer's Disease" (2022-2025, 150M won)
02 / 2022
A manuscript has been accepted to Medical Image Anaysis as first author, entitled "Multi-task learning based structured sparse canonical correlation analysis for brain imaging genetics" (IF=13.828, Top 1%)
09 / 2021
Mansu Kim has joined the Catholic University of Korea as an Assistant Professor (tenure track) in the Department of Artifical Intelligence.
08 / 2021
Mansu Kim has finished postdoctoral training in Shen Lab at the Pniversity of Pennsylvania
04 / 2021
A manuscript has been accepted to Medical Image Anaysis as first author, entitled "A structural enriched functional network: An application to predict brain cognitive performance" (IF=8.454, Top 5%)
08 / 2019
Mansu Kim has successfully defended his Ph.D thesis, and joined the Shen Lab at the University of Pennsylvania as Posdoctoral researcher
01 / 2023
Mansu Kim will join Gwangju Institute of Science and Technology (GIST) as an Assistant Professor (tenure track) in the Graduate Schole of Artificial Intelligence.