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Welcome to the Medical Intelligence in Neuroinformatics Discovery Lab. (MIND Lab)
Welcome to the Medical Intelligence in Neuroinformatics Discovery Lab. (MIND Lab)
The Medical Intelligence in Neuroinformatics Discovery Laboratory focuses on developing machine learning and deep learning methods to uncover and analyze patterns in various data types. Our research is applied to fields such as medical/computer vision, brain (human)-computer interfaces, healthcare, and neuroinformatics.
In addition, we are developing vision language modeling (VLM) for diverse environments and various modeling approaches to accelerate drug discovery.
Join Us
Join Us
건양대학교 MIND Lab에서 도전적이며 열정적인 학부생, 학석사 연계과정 및 석사과정 대학원 신입생을 모집합니다.
관심있는 지원자는 wsjung at konyang dot ac dot kr 로 자기소개서를 제출바랍니다.
For prospective students:
We are looking for highly motivated MS/PhD students who are passionate about solving real-world challenges in medical and healthcare applications.
Undergraduate students interested in gaining hands-on experience are also welcome to join.
To apply, please fill out this application form. :)
Recommended background:
Linear Algebra / Probability and Statistics / Programming skills (e.g., python, TensorFlow, PyTorch)
Latest News
Latest News
2026 May. Congratulations! Jiwon and Mingyu's work on "Bidirectional Cross-Attention-based Multimodal Learning Model for Alzheimer’s Disease Stage Classification Using Genetic and Neuroimaging Data" has been accepted for presentation at the Korea Computer Congress (KCC) 2026.
2026 May. Congratulations! AYoung and Jaeseok's work on "Post-hoc Logit Refinement via Contrastive Top-K Guidance for Zero-shot Open Vocabulary Segmentation" has been accepted for presentation at the Korea Computer Congress (KCC) 2026.
2026 Apr. Our research team has received support from the Research on program and will carry out our project with this funding.
2026 Apr. Our research team has received support from the Lab-Corps program and will carry out our project with this funding.
2026 Apr. "A Study on Frequency Integration Strategies with Swin Transformer for AI-generated Image Detection" has been accepted in The Journal of KIECS.
2026 Mar. MIND LAB receives a research grant funded by NRF under the Outstanding Young Researcher Grant (우수신진연구) program.
2026 Feb. Congratulations! Mingyu and Jiwon's work on "Zero-Shot Generalization Enables Cross-Release EEG Response-Time Decoding" is accepted for presentation at OHBM 2026.
2026 Feb. Prof. Jung was awarded the "Excellent Teaching Award."
2026 Jan. "Tokenization and Pretraining Strategies in Genomic Language Models: A Representation Learning Perspective" has been accepted in The Journal of KIECS.
2026 Jan. Congratulations! AYoung was selected as an undergraduate research intern at ETRI.
2025 Nov. "A Novel Self-Supervised Deep Learning Framework for Pattern Recognition of Neurodegenerative Disease via Graph-based Phenotype--Genotype Relation Modeling" has been accepted in the 41st ACM/SIGAPP Symposium on Applied Computing (SAC) 2026.
2025 Nov. Mingyu and Jiwon received the Best Paper Award for their work presented at the 2025 KAICTS Fall Conference (최우수논문상).
2025 Nov. Jun-Hyeok received the Excellent Paper Award for his work presented at the 2025 KAICTS Fall Conference (우수논문상).
2025 Nov. Our lab has been selected for the Early-Bird Career and Entrepreneurship High School-Linked Start-up Club program and will be working as a team with Daejeon Daeshin High School.
2025 Oct. Jaeseok and Keunhyeock received the Award at the Creative Innovation DNA project from Sungkyunkwan University (SKKU).
2025 Sep., Prof. Jung received the "Award for Contribution to advancing the Konyang University’s initiatives and enhancing institutional performance" from the President of the Konyang University.
2025 Sep., Our research team has received support from DYQ program and will carry out our project with this funding.
2025 Sep., Our research team has received support from ALL-RISE (2025 Daejeon RISE Project) and will carry out our project with this funding.
2025 Jul., Our research team has received support from the Research on program and will carry out our project with this funding.
2025 May, Our research team has received support from the Lab-Corps program and will carry out our project with this funding.
2025 Apr., Our team has been selected for the "2025 Capstone Design(project) and Creative Innovation DNA project (SKKU)". (2025 캡스톤디자인 지원사업 & [성균관대 주관] 창의혁신 DNA 산학협력 팀 프로젝트 연구팀 선정)
2025 Apr., Our lab has been selected for the NIPA high-performance computing support program and will receive NVIDIA H100 GPUs until December 2025. (NIPA 고성능 컴퓨팅 지원 사업 H100 2대 서버 지원 선정)
2025 Mar., "IdenBAT: Disentangled Representation Learning for Identity-Preserved Brain Age Transformation" has been accepted in Artificial Intelligence in Medicine (JCR 10%).
2025 Mar., Prof. Jung will join Konyang University as an assistant professor in the Department of Artificial Intelligence.
2025 Feb., "A Quantitatively Interpretable Model for Alzheimer’s Disease Prediction Using Deep Counterfactuals" has been accepted in NeuroImage (JCR 10%).
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