AI-Med 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. 

NEWs

• (2023.01) AIMed Lab. @ GIST is open!  
  Mansu Kim will join Gwangju Institute of Science and Technology (GIST) as an Assistant Professor (tenure track) in the Graduate Schole of Artificial Intelligence.   

• (2022.10) 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) 

• (2022.05) 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) 

• (2022.02) 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%) 

• (2021.09) AIMed Lab. @ Catholic University of Korea is open!