관련 연구실
등급은 학회·저널 분류이며 연구실 순위가 아닙니다.
- SNUAI for Science
김선BHI Lab
관련 논문 20편비중 34%연구 분야에 명시- 2026Deep learning for predicting patient drug response by transferring gene-level and cell-level knowledge to tumors npj Precision Oncology
- 2026Deep learning frameworks for translating cancer drug response from cell-level to patient-level by modeling transcriptome Cancer Research
- 2026Patient-level drug response prediction through dual adversarial alignment of pre- and post-drug treatment transcriptomic states iscbAI26
- YonseiAI for Science2026 업데이트 중
남호정BIIL
관련 논문 4편비중 33%연구 분야에 명시- 2025DeepRNA-DTI: A Deep Learning Approach for RNA-Compound Interaction Prediction with Binding Site Interpretability Journal of Cheminformatics
- 2025KG-SLomics: Cancer Type-Specific Synthetic Lethality Prediction Using Knowledge Graph and Multiomics Integrated Graph Neural Network IEEE TCBB
- 2024A Deep Learning Approach for RNA-Compound Interaction Prediction with Binding Site Interpretability NeurIPS
- SNUAI for Science
이승근
관련 논문 6편비중 25%- 2026Integrative genomic analysis of 21 orofacial diseases identifies shared genetic architecture with systemic diseases Nature Communications
- 2025SPAGRM: effectively controlling for sample relatedness in large-scale genome-wide association studies of longitudinal traits Nature Communications
- 2025A large-scale genome-wide study of gene-sleep duration interactions for blood pressure in 811,405 individuals from diverse populations Molecular Psychiatry
- SNUAI for Science
백대현Laboratory of Computational Biology
관련 논문 3편비중 30%연구 분야에 명시- 2025Comprehensive discovery of m6A sites in the human transcriptome at single-molecule resolution Nature Communications
- 2025N6-methyladenosine modification of HCMV IE1 transcript promotes the repressive state of viral genome to achieve latent infection PNAS
- 2024Big data and deep learning for RNA biology Experimental & Molecular Medicine
- SNUAI for Science
차지욱Connectome Lab
관련 논문 3편비중 9%연구 분야에 명시- 2025Computed Tomography-Based Radiomics Diagnostic Model for Fat-Poor Small Renal Tumor Subtypes Diagnostics
- 2024Gene–environment pathways to cognitive intelligence and psychotic-like experiences in children eLife
- 2023Development and Validation of a Prediction Model for Differentiation of Benign and Malignant Fat-Poor Renal Tumors Using CT Radiomics Applied Sciences
- KAIST데이터 마이닝
박찬영DSAIL
관련 논문 5편비중 5%- 2026scTrilemma: Balancing Identity, Invariance, and Reconstruction in Single-Cell Representation Learning NeurIPS
- 2025Global Context-aware Representation Learning for Spatially Resolved Transcriptomics ICML
- 2024Single-cell RNA Sequencing Data Imputation Using Bi-level Feature Propagation Briefings in Bioinformatics
- SNU머신러닝
윤성로AI Lab
관련 논문 1편비중 1%연구 분야에 명시- 2024Cross-modal embedding integrator for disease-gene/protein association prediction using a multi-head attention mechanism Pharmacology Research & Perspectives
- Yonsei머신러닝
노승문AI-ISL
관련 논문 5편비중 14%- 2024Adaptable DNA Storage Coding: An Efficient Framework for Homopolymer Constraint Transitions IEEE Access
- 2024Efficient and Low-Complexity Variable-to-VariableLength Coding for DNA Storage BMC Bioinformatics
- 2024Needleman-Wunsch Attention: A Framework for Enhancing DNA Sequence Embedding IEEE Access
- Yonsei컴퓨터 비전
황성재MICV Lab
관련 논문 2편비중 4%- 2026Contrastive and Adaptive Multi-modal Masked Autoencoder for Spatial Transcriptomics MICCAI
- 2026FEAST: Fully Connected Expressive Attention for Spatial Transcriptomics CVPR
- KAIST머신러닝
안성수SPML Lab
관련 논문 2편비중 4%- 2026DNACHUNKER: Learnable Tokenization for DNA Language Models ICML
- 2026scTrilemma: Balancing Identity, Invariance, and Reconstruction in Single-Cell Representation Learning NeurIPS
- SNUAI for Science
김경수AIBL
관련 논문 2편비중 6%- 2026GeneRAG: A Retrieval-Augmented Framework for Spatially Resolved Gene Expression Prediction MICCAI
- 2024Preoperative Prediction of Ductal Carcinoma In Situ Upgrade Risk Using Mammographic Imaging, Deep Learning, and Radiomics RSNA
- SNUAI for Science
백민경Laboratory of Computational Structural and Systems Biology
관련 논문 1편비중 7%- 2026CRP-dependent DNA anchoring and membrane sequestration define a dual mechanism for MtlR-mediated regulation Nucleic Acids Research
- SNU컴퓨터 비전
전세영ICL
관련 논문 1편비중 1%- 2026Tailorable porous collagen hydrogels as a physiologically relevant platform for extrachromosomal DNA-associated colorectal cancer research Theranostics
- KAIST머신러닝
윤세영OSI Lab
관련 논문 1편비중 1%- 2026Stage-wise Attention-Guided Region Sequencing for Adversarial Attacks on Large Vision-Language Models NeurIPS
- SNU머신러닝
문태섭M.IN.D Lab
관련 논문 1편비중 2%- 2025Genomic Data Classification via Universal Compression ISMB/ECCB
- SNUAI 시스템
이진호AISys Lab
관련 논문 1편비중 3%- 2025G³SA: A GPU-Accelerated Gold Standard Genomics Library for End-to-End Sequence Alignment ICS
- KAIST데이터 마이닝
신기정Data Mining Lab
관련 논문 1편비중 1%- 2025Gene Expression Inference Based on Graph Neural Networks Using L1000 Data Briefings in Bioinformatics
- Yonsei머신러닝
송경우MLAI Lab
관련 논문 1편비중 1%- 2025Single-cell Foundation Models: Bringing Artificial Intelligence into Cell Biology Experimental & Molecular Medicine
- KAISTAI 시스템
김주영CAST Lab
관련 논문 1편비중 1%- 2024BLESS: Bandwidth and Locality Enhanced SMEM Seeding Acceleration for DNA Sequencing ISCA
- POSTECH그래픽스
이승용, 조성현, 백승환CG Lab
관련 논문 1편비중 1%- 2024RNA: Video Editing with ROI-based Neural Atlas ACCV
- KAIST컴퓨터 비전
주재걸DAVIAN Lab
관련 논문 1편비중 1%- 2024Prediction of Treatment Response after Stereotactic Radiosurgery of Brain Metastasis using Deep Learning and Radiomics on Longitudinal MRI Data Scientific Reports
- Yonsei로보틱스
최종은MLCS Lab
관련 논문 1편비중 5%- 2023Multiplexed DNA-functionalized graphene sensor with artificial intelligence discrimination performance of chemical vapor composition Microsystems and Nanoengineering
- YonseiAI for Science
김호진LESSON Lab
관련 논문 1편비중 3%- 2023Development and evaluation of an integrated model based on a deep segmentation network and demography-added radiomics algorithm for segmentation and diagnosis of early lung adenocarcinoma Computerized Medical Imaging and Graphics