Our main research theme is to investigate brain functions (a) measured by various neuroimaging (NI) modalities such as magnetic resonance imaging (MRI) and electroencephalography (EEG) and (b) analyzed by various machine learning and deep learning (MLDL) techniques. We believe that the corresponding findings can be gainfully applied to potential applications such as health care systems and enhancement of human performance.
Now, the Question is
Brain engineering in healthcare applications and enhancement of human performance via NI modalities and MLDL techniques are possible?
BSPL 연구실에서는 뇌영상 방법들 (MRI, EEG)을 사용하여 인간 뇌의 기능 및 구조를 연구하고 있습니다. 뇌 기능 및 구조의 연구를 기반으로 인간 뇌의 다양한 기능들을 정확히 이해하고자 합니다. 더 나아가서는, 인간 뇌기능의 분류, 뇌기능 향상을 비롯한 공학적 응용, 뇌질환의 조기 진단 및 예후 예측 등에 응용 가능성을 연구하고 있습니다.
BSPL 연구실에서는, 뇌 기능-구조의 이해, 뇌기능의 분류, 뇌기능 향상, 뇌질환의 조기진단 및 예후 예측 등이 뇌영상 방법을 기반으로 가능한지에 대한 궁극적인 질문을 바탕으로 연구하고 있습니다.
Lab News
- Our paper, "fMRI volume classification using a 3D convolutional neural network robust to shifted and scaled neuronal activations" (Vu, Kim, Jung, Lee) has been accepted in NeuroImage! Many Congrats!!
- Minyoung Jung's poster, "Investigation of image and sound processing of the human brain using multisensory stimuli" (Jung MY, Lee WW, Niv Lustig, Choi MS, Lee JH) has received public attention in closing ceremony of OHBM 2020! Many Congrats!
- Our paper, "fMRI multivoxel pattern analysis reveals neuronal substrates for collaboration and competition with myopic and predictive strategic reasoning" (Kim DY, Jung E, Zhang J, Lee SY, Lee JH) has been accepted in Human Brain Mapping. Many Congrats!
- Our collaborative paper, "Can we predict real-time fMRI neurofeedback learning success from pre-training brain activity?" has been accepted in Human Brain Mapping. Many Congrats!
- Our paper on eye-tracking based naturalistic viewing method (HC Kim, S Jin, S Jo, JH Lee) has been accepted in NeuroImage. Many Congrats!
- We have successfully hosted the 3-day AFNI Bootcamp in Korea University (Nov. 22-24, 2019)!
- Our collaborative work on rt-fMRI-NF has been accepted in F1000 Research. Many Congrats!
- Our collaborative work on rt-fMRI-NF has been accepted in J. Affective Disorder. Many Congrats!
- Hyun-Chul and Hojin's paper on deep belief networks for rfMRI data has been accepted in J. Neurosci. Methods. Many Congrats!
- Dong-Youl received the Best Poster paper award at Future Healthy Aging and Restoring Biomechanics 2019, Many Congrats!
- Dr. Kim departs new journey as a post-doctoral fellow at Harvard Medical School. Many Congrats and wish him a good luck!
- Hyun-Chul's paper on real-time fMRI using mediation analysis has been accepted in NeuroImage. Many Congrats!
- Niv received the Best Poster paper award at the Brain Engineering Society of Korea (BESK) Winter symposium 2019, Many Congrats!
- We have started a joint project with HMC as the A& I NVH Lab!
|
