주제로 연구실 찾기

1. SNU·AI for Science

   김선BHI Lab

   관련도관련 논문 20편비중 34%연구 분야에 명시
   • 2026Deep learning for predicting patient drug response by transferring gene-level and cell-level knowledge to tumorsnpj Precision Oncology
   • 2026Deep learning frameworks for translating cancer drug response from cell-level to patient-level by modeling transcriptomeCancer Research
   • 2026Patient-level drug response prediction through dual adversarial alignment of pre- and post-drug treatment transcriptomic statesiscbAI26
2. Yonsei·AI for Science2026 업데이트 중

   남호정BIIL

   관련도관련 논문 4편비중 33%연구 분야에 명시
   • 2025DeepRNA-DTI: A Deep Learning Approach for RNA-Compound Interaction Prediction with Binding Site InterpretabilityJournal of Cheminformatics
   • 2025KG-SLomics: Cancer Type-Specific Synthetic Lethality Prediction Using Knowledge Graph and Multiomics Integrated Graph Neural NetworkIEEE TCBB
   • 2024A Deep Learning Approach for RNA-Compound Interaction Prediction with Binding Site InterpretabilityNeurIPS
3. SNU·AI for Science

   이승근

   관련도관련 논문 6편비중 25%
   • 2026Integrative genomic analysis of 21 orofacial diseases identifies shared genetic architecture with systemic diseasesNature Communications
   • 2025SPAGRM: effectively controlling for sample relatedness in large-scale genome-wide association studies of longitudinal traitsNature Communications
   • 2025A large-scale genome-wide study of gene-sleep duration interactions for blood pressure in 811,405 individuals from diverse populationsMolecular Psychiatry
4. SNU·AI for Science

   백대현Laboratory of Computational Biology

   관련도관련 논문 3편비중 30%연구 분야에 명시
   • 2025Comprehensive discovery of m6A sites in the human transcriptome at single-molecule resolutionNature Communications
   • 2025N6-methyladenosine modification of HCMV IE1 transcript promotes the repressive state of viral genome to achieve latent infectionPNAS
   • 2024Big data and deep learning for RNA biologyExperimental & Molecular Medicine
5. SNU·AI for Science

   차지욱Connectome Lab

   관련도관련 논문 3편비중 9%연구 분야에 명시
   • 2025Computed Tomography-Based Radiomics Diagnostic Model for Fat-Poor Small Renal Tumor SubtypesDiagnostics
   • 2024Gene–environment pathways to cognitive intelligence and psychotic-like experiences in childreneLife
   • 2023Development and Validation of a Prediction Model for Differentiation of Benign and Malignant Fat-Poor Renal Tumors Using CT RadiomicsApplied Sciences
6. KAIST·데이터 마이닝

   박찬영DSAIL

   관련도관련 논문 5편비중 5%
   • 2026scTrilemma: Balancing Identity, Invariance, and Reconstruction in Single-Cell Representation LearningNeurIPS
   • 2025Global Context-aware Representation Learning for Spatially Resolved TranscriptomicsICML
   • 2024Single-cell RNA Sequencing Data Imputation Using Bi-level Feature PropagationBriefings in Bioinformatics
7. Yonsei·머신러닝

   노승문AI-ISL

   관련도관련 논문 5편비중 14%
   • 2024Adaptable DNA Storage Coding: An Efficient Framework for Homopolymer Constraint TransitionsIEEE Access
   • 2024Efficient and Low-Complexity Variable-to-VariableLength Coding for DNA StorageBMC Bioinformatics
   • 2024Needleman-Wunsch Attention: A Framework for Enhancing DNA Sequence EmbeddingIEEE Access
8. SNU·머신러닝

   윤성로AI Lab

   관련도관련 논문 1편비중 1%연구 분야에 명시
   • 2024Cross-modal embedding integrator for disease-gene/protein association prediction using a multi-head attention mechanismPharmacology Research & Perspectives
9. Yonsei·컴퓨터 비전

   황성재MICV Lab

   관련도관련 논문 2편비중 4%
   • 2026Contrastive and Adaptive Multi-modal Masked Autoencoder for Spatial TranscriptomicsMICCAI
   • 2026FEAST: Fully Connected Expressive Attention for Spatial TranscriptomicsCVPR
10. KAIST·머신러닝

    안성수SPML Lab

    관련도관련 논문 2편비중 4%
    • 2026DNACHUNKER: Learnable Tokenization for DNA Language ModelsICML
    • 2026scTrilemma: Balancing Identity, Invariance, and Reconstruction in Single-Cell Representation LearningNeurIPS
11. SNU·AI for Science

    김경수AIBL

    관련도관련 논문 2편비중 6%
    • 2026GeneRAG: A Retrieval-Augmented Framework for Spatially Resolved Gene Expression PredictionMICCAI
    • 2024Preoperative Prediction of Ductal Carcinoma In Situ Upgrade Risk Using Mammographic Imaging, Deep Learning, and RadiomicsRSNA
12. SNU·AI for Science

    백민경Laboratory of Computational Structural and Systems Biology

    관련도관련 논문 1편비중 7%
    • 2026CRP-dependent DNA anchoring and membrane sequestration define a dual mechanism for MtlR-mediated regulationNucleic Acids Research
13. SNU·컴퓨터 비전

    전세영ICL

    관련도관련 논문 1편비중 1%
    • 2026Tailorable porous collagen hydrogels as a physiologically relevant platform for extrachromosomal DNA-associated colorectal cancer researchTheranostics
14. KAIST·머신러닝

    윤세영OSI Lab

    관련도관련 논문 1편비중 1%
    • 2026Stage-wise Attention-Guided Region Sequencing for Adversarial Attacks on Large Vision-Language ModelsNeurIPS
15. SNU·머신러닝

    문태섭M.IN.D Lab

    관련도관련 논문 1편비중 2%
    • 2025Genomic Data Classification via Universal CompressionISMB/ECCB
16. SNU·AI 시스템

    이진호AISys Lab

    관련도관련 논문 1편비중 3%
    • 2025G³SA: A GPU-Accelerated Gold Standard Genomics Library for End-to-End Sequence AlignmentICS
17. KAIST·데이터 마이닝

    신기정Data Mining Lab

    관련도관련 논문 1편비중 1%
    • 2025Gene Expression Inference Based on Graph Neural Networks Using L1000 DataBriefings in Bioinformatics
18. Yonsei·머신러닝

    송경우MLAI Lab

    관련도관련 논문 1편비중 1%
    • 2025Single-cell Foundation Models: Bringing Artificial Intelligence into Cell BiologyExperimental & Molecular Medicine
19. KAIST·AI 시스템

    김주영CAST Lab

    관련도관련 논문 1편비중 1%
    • 2024BLESS: Bandwidth and Locality Enhanced SMEM Seeding Acceleration for DNA SequencingISCA
20. POSTECH·그래픽스

    이승용, 조성현, 백승환CG Lab

    관련도관련 논문 1편비중 1%
    • 2024RNA: Video Editing with ROI-based Neural AtlasACCV
21. KAIST·컴퓨터 비전

    주재걸DAVIAN Lab

    관련도관련 논문 1편비중 1%
    • 2024Prediction of Treatment Response after Stereotactic Radiosurgery of Brain Metastasis using Deep Learning and Radiomics on Longitudinal MRI DataScientific Reports
22. Yonsei·로보틱스

    최종은MLCS Lab

    관련도관련 논문 1편비중 5%
    • 2023Multiplexed DNA-functionalized graphene sensor with artificial intelligence discrimination performance of chemical vapor compositionMicrosystems and Nanoengineering
23. Yonsei·AI for Science

    김호진LESSON Lab

    관련도관련 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 adenocarcinomaComputerized Medical Imaging and Graphics

2026 논문이 아직 반영되지 않은 연구실은 결과에서 불리할 수 있어요.