주제로 연구실 찾기

1. SNU·AI for Science

   김선BHI Lab

   관련도관련 논문 14편비중 24%
   • 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. SNU·AI for Science

   이동헌BiLab

   관련도관련 논문 9편비중 18%연구 분야에 명시
   • 2026Hypoxemia prediction in pediatric patients under general anesthesia using machine learning: a retrospective observational study and external validationPLOS ONE
   • 2026An Interactive LVM–LLM Agent for Dementia Screening: Towards Clinical Translation of Explainable AIECR
   • 2026Auditing Clinical Concept Fragmentation in Sparse Medical Vision–Language RepresentationsICML
3. SNU·AI for Science

   이종호LIST

   관련도관련 논문 9편비중 29%연구 분야에 명시
   • 2026Diagnostic Value of Susceptibility-Based Imaging and Apparent Diffusion Coefficient for Differentiating Multiple System Atrophy–Parkinsonian Type from Parkinson's DiseaseFront Aging Neursosci
   • 2026In-vivo iron mapping in patients with Parkinson’s disease using deep learning-based susceptibility source separation MRInpj Parkinson's Disease
   • 2025Clinical dementia rating classification using integrated vision and language informationIEEE Access
4. SNU·AI for Science

   김경수AIBL

   관련도관련 논문 11편비중 31%연구 분야에 명시
   • 2025Commercial Artificial Intelligence (AI) Tool for Screening Digital Breast Tomosynthesis: Factors Associated With AI-Based Breast Cancer DetectionAmerican Journal of Roentgenology
   • 2025Strategies for mitigating data heterogeneities in AI-based neuro-disease detectionNeuron
   • 2024Data-Efficient Unsupervised Interpolation Without Any Intermediate Frame for 4D Medical ImagesCVPR
5. SNU·인간-AI 상호작용

   서봉원Human Centered Computing Lab

   관련도관련 논문 7편비중 14%
   • 2026"I Should Know, But I Dare Not Ask": From Understanding Challenges in Healthcare Journeys to Deriving Design Implications for North Korean Defectors' AdaptationCHI
   • 2026CliniCAST: Benchmarking Acoustic Grounding and Text Dominance in Medical TriageACL Findings
   • 2026Abstract 5053: Comparison of machine learning-based dimensionality reduction methods for dietary patterns and their predictability of cancer risk in a large cohort studyCancer Research
6. SNU·머신러닝

   윤성로AI Lab

   관련도관련 논문 7편비중 6%
   • 2026Diagnosing and Correcting Concept Omission in Multimodal Diffusion TransformersICML
   • 2026Temporal Island Sparse Autoencoders for Interpreting Clinical Time-Series ModelsNeurIPS
   • 2026Time-Conditioned Foreseeing: An EHR-Specific Foundation Model for Irregular Dynamics and Calendrical TimeICML
7. SNU·컴퓨터 비전

   전세영ICL

   관련도관련 논문 4편비중 6%연구 분야에 명시
   • 2026ecSegCls: Deep learning-based method for detecting extrachromosomal DNAs in both interphase and metaphase cancer cellsAACR
   • 2026Tailorable porous collagen hydrogels as a physiologically relevant platform for extrachromosomal DNA-associated colorectal cancer researchTheranostics
   • 2025Clinical dementia rating classification using integrated vision and language informationIEEE Access
8. SNU·머신러닝2026 업데이트 중

   강명주NCIA Lab

   관련도관련 논문 3편비중 8%연구 분야에 명시
   • 2025Efficient sparse-view medical image classification for low radiation and rapid COVID-19 diagnosisBiomedical Engineering Letters
   • 2024Towards long-tailed, multi-label disease classification from chest X-ray: Overview of the CXR-LT challengeMedical Image Analysis
   • 2024Optimal STI Controls for HIV Patients Based On an Efficient Deep Q Learning MethodJournal of Theoretical Biology
9. SNU·AI for Science

   이승근

   관련도관련 논문 5편비중 21%
   • 2026Integrative genomic analysis of 21 orofacial diseases identifies shared genetic architecture with systemic diseasesNature Communications
   • 2025De-identification of clinical notes with pseudo-labeling using regular expression rules and pre-trained BERTBMC Medical Informatics and Decision Making
   • 2024The clinical relevance of a polygenic risk score for type 2 diabetes mellitus in the Korean populationScientific Reports
10. SNU·로보틱스2026 업데이트 중

    김진수Wearable Robotics Lab

    관련도관련 논문 1편비중 50%연구 분야에 명시
    • 2024Soft robotic apparel to avert freezing of gait in Parkinson’s diseaseNature Medicine
11. SNU·자연어처리·LLM

    유영재PI Lab

    관련도관련 논문 3편비중 3%
    • 2025Scalp Diagnostic System With Label-Free Segmentation and Training-Free Image TranslationMICCAI
    • 2025Subtle Risks, Critical Failures: A Framework for Diagnosing Physical Safety of LLMs for Embodied Decision MakingEMNLP
    • 2025Baymax in Reality: A Humanoid System for Non-Contact Health Monitoring and Empathetic InteractionHumanoids
12. SNU·인간-AI 상호작용

    서진욱Human-Computer Interaction Lab

    관련도연구 분야에 명시
13. SNU·자연어처리·LLM

    도재영AIDAS Lab

    관련도관련 논문 2편비중 6%
    • 2026Medic-AD: Towards Medical Vision-Language Model's Clinical IntelligenceCVPR
    • 2024AscleAI: A LLM-based clinical note management system for enhancing clinician productivityCHI
14. SNU·로보틱스

    조규진Biorobotics Lab

    관련도관련 논문 2편비중 6%
    • 2026Exhalation-Synchronous Robotic Abdominal Compression for User-Centered Respiratory Assistance and Training in Neurological PatientsJournal of NeuroEngineering and Rehabilitation
    • 2024Soft Robotics in Upper Limb Neurorehabilitation and Assistance: Current Clinical Evidence and RecommendationsSoft Robotics
15. SNU·자연어처리·LLM

    조요한

    관련도관련 논문 2편비중 4%
    • 2026Think Like a Doctor: Conversational Diagnosis through the Exploration of Diagnostic Knowledge GraphsTACL
    • 2024Publicly Shareable Clinical Large Language Model Built on Synthetic Clinical NotesACL Findings
16. SNU·컴퓨터 비전

    곽노준MIPAL Lab

    관련도관련 논문 2편비중 2%
    • 2026Team MKC at CLPsych 2026: Capturing and Characterizing Mental Health Changes through Social Media Timeline DynamicsACL
    • 2024Team MIPAL at MEDIQA-M3G 2024: Large VQA Models for Dermatological DiagnosisNAACL
17. SNU·AI 시스템

    이창건RUBIS Lab

    관련도관련 논문 2편비중 13%
    • 2025MHcanvas: Interactive Visualization of Passive Behavioral Data for Mental Health AwarenessIAICT
    • 2024AI-based Mental Health Assessment for Adolescents Using Their Daily Digital ActivitiesDSAA
18. SNU·인간-AI 상호작용2026 업데이트 중

    이준환HCI+D Lab

    관련도관련 논문 2편비중 7%
    • 2025Adaptive-VP: A Framework for LLM-Based Virtual Patients that Adapts to Trainees’ Dialogue to Facilitate Nurse Communication TrainingACL Findings
    • 2024Multifaceted Natural Language Processing Task–Based Evaluation of Bidirectional Encoder Representations From Transformers Models for Bilingual (Korean and English) Clinical Notes: Algorithm Development and ValidationJMIR Medical Informatics
19. SNU·AI for Science

    차지욱Connectome Lab

    관련도관련 논문 2편비중 6%
    • 2025Computed Tomography-Based Radiomics Diagnostic Model for Fat-Poor Small Renal Tumor SubtypesDiagnostics
    • 2023Resting‐state theta‐phase gamma amplitude coupling as a biomarker for the transdiagnostic dimensional approach in psychiatric disordersPsychiatry and Clinical Neurosciences
20. SNU·AI 시스템

    김형신AIoT Lab

    관련도관련 논문 1편비중 3%
    • 2026ColonOOD: A Complete Pipeline for Optical Diagnosis of Colorectal Polyps Integrating Out-of-Distribution Detection and Uncertainty QuantificationExpert Systems with Applications
21. SNU·데이터 마이닝

    박현우DIAL Lab

    관련도관련 논문 1편비중 3%
    • 2026Diagnosing Failure Modes in MCP Tool-Using Agents: A Stage-Aware Taxonomy and Evidence-Gap InterventionsICML
22. SNU·머신러닝

    이상학Causality Lab

    관련도관련 논문 1편비중 3%
    • 2026Event-Time Regression Discontinuity for Biomedical Data: LATT Estimation and Covariate Distribution TestsAmerican Journal of Epidemiology
23. SNU·데이터 마이닝

    강유Data Mining Lab

    관련도관련 논문 1편비중 2%
    • 2026Learning Diagnostic Clarifying Questions for Conversational Question Answering via Data-Efficient Dynamic DistillationEMNLP
24. SNU·머신러닝

    문태섭M.IN.D Lab

    관련도관련 논문 1편비중 2%
    • 2026Uncovering group robustness issue in early diagnosis of MCI to AD conversion and a simple solution: Decoupled classifier with adaptive linear modulationBiomedical Signal Processing and Control
25. SNU·AI for Science

    정수종Climate Lab

    관련도관련 논문 1편비중 2%
    • 2026Spatiotemporal optimization of NOx and VOC emissions using a hybrid inversion framework and implications for ozone sensitivity-regime diagnosisAtmospheric Chemistry and Physics
26. SNU·AI for Science

    백민경Laboratory of Computational Structural and Systems Biology

    관련도관련 논문 1편비중 7%
    • 2025Inhibition of FAM19A5 reverses synaptic loss and cognitive decline in mouse models of Alzheimer’s diseaseAlzheimer's Research & Therapy
27. SNU·로보틱스

    최준원ADR Lab

    관련도관련 논문 1편비중 3%
    • 2025Diagnosis of Unilateral Vocal Fold Paralysis using Auto-diagnostic Deep Learning ModelScientific Reports
28. SNU·머신러닝

    이정우CML Lab

    관련도관련 논문 1편비중 2%
    • 2025A Plug-In Curriculum Scheduler for Improved Deformable Medical Image RegistrationIEEE Access
29. SNU·AI 시스템

    이재진THUNDER Research Group

    관련도관련 논문 1편비중 5%
    • 2024Generalizing Clinical De-identification Models by Privacy-safe Data Augmentation using GPT-4EMNLP
30. SNU·자연어처리·LLM

    정교민MI Lab

    관련도관련 논문 1편비중 1%
    • 2024Leveraging VQ-VAE Tokenization for Autoregressive Modeling of Medical Time SeriesArtificial Intelligence in Medicine
31. SNU·자연어처리·LLM

    황승원LDI Lab

    관련도관련 논문 1편비중 1%
    • 2024Intended Target Identification for Anomia Patients with Gradient-based Selective AugmentationEMNLP Findings

2026 논문이 아직 반영되지 않은 연구실은 결과에서 불리할 수 있어요.