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Korea AI Labs

헬스케어 AI

Healthcare AI · 연구실 73곳 · 논문 324편

다른 주제·대학과 함께 찾기
POSTECH5/15
KU12/23
Yonsei14/37
KAIST11/57
SNU31/84
칸 하나가 연구실 하나예요. 이 주제 논문이 많을수록 밝아요.

관련 연구실

등급은 학회·저널 분류이며 연구실 순위가 아닙니다.

  1. KAISTAI for Science

    최윤재

    관련 논문 30편비중 48%연구 분야에 명시
    • 2026ECG-Reasoning-Benchmark: A Benchmark for Evaluating Clinical Reasoning Capabilities in ECG Interpretation NeurIPS
    • 2026EHRNote-ChatQA: A Benchmark for Evidence-Grounded Multi-Turn Clinical Question Answering over Longitudinal Discharge Summaries NeurIPS
    • 2026From Conversation to Query Execution: Benchmarking User and Tool Interactions for EHR Database Agents ICLR
  2. KUAI for Science

    석흥일Machine Intelligence Lab

    관련 논문 23편비중 44%연구 분야에 명시
    • 2026Complex Wavelet-Based Transformer for Neurodevelopmental Disorder Diagnosis via Direct Modeling of Real and Imaginary Components Medical Image Analysis
    • 2026DAMEC: Disease-Aware Multi-Expert Consensus Framework for Study-Level Radiology Report Generation CIKM
    • 2026FIESTA: Fourier-Based Semantic Augmentation with Uncertainty Guidance for Enhanced Domain Generalizability in Medical Image Segmentation IEEE TNNLS
  3. YonseiAI for Science

    김호진LESSON Lab

    관련 논문 16편비중 52%연구 분야에 명시
    • 2026Real‐time energy measurement of clinical carbon ion beams using a cross‐correlation time‐of‐flight method with parallel‐plate chambers Medical Physics
    • 2026Comparative analysis of radiation therapy plans before and after biodegradable hydrogel (SpaceOAR) injection for reducing rectal toxicity in patients with prostate cancer undergoing carbon ion radiotherapy Frontiers in Oncology
    • 2026Parallel-plate chambers as radiation-hard detectors for time-based beam diagnostics in carbon-ion radiotherapy Nuclear Inst. and Methods in Physics Research, A
  4. KAIST머신러닝

    양은호MLI Lab

    관련 논문 16편비중 20%
    • 2026When Multiple Script Matters: Evaluating ASR in Clinical Settings INTERSPEECH
    • 2026EMR-AGENT: An LLM Agent Framework for Cohort and Feature Extraction from Heterogeneous EHR Databases EMNLP Findings
    • 2026Evaluating the Pre-Consultation Ability of LLMs using Diagnostic Guidelines EACL
  5. POSTECHAI for Science

    김원화, 류일우MIP Lab

    관련 논문 16편비중 21%연구 분야에 명시
    • 2026Learning Robust Medical Image Segmentation under Mixed-Quality Annotation MICCAI
    • 2026SurgMark: Structure-Aware Watermarking for 4D Gaussian Splatting in Surgical Scenes MICCAI
    • 2026Is Exchangeability better than I.I.D. to handle Data Distribution Shifts while Pooling Data for Data-scarce Medical image segmentation? MIDL
  6. KUAI for Science

    감태의Medical AI Lab

    관련 논문 12편비중 17%연구 분야에 명시
    • 2026Adaptive Static-Dynamic Functional Connectivity Feature Fusion for Diagnosis of Mild Cognitive Impairment ICASSP
    • 2026Retrieval-based Mixture-of-Experts for Patient-Specific Cancer Survival Prediction with Incomplete Multimodal Data MICCAI
    • 2026Brain Topology-Driven Graph Structure Learning for Functional Brain Network-Based Major Depressive Disorder Diagnosis ISBI
  7. SNUAI for Science

    김선BHI Lab

    관련 논문 14편비중 24%
    • 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
  8. SNUAI for Science

    이동헌BiLab

    관련 논문 9편비중 18%연구 분야에 명시
    • 2026Hypoxemia prediction in pediatric patients under general anesthesia using machine learning: a retrospective observational study and external validation PLOS ONE
    • 2026An Interactive LVM–LLM Agent for Dementia Screening: Towards Clinical Translation of Explainable AI ECR
    • 2026Auditing Clinical Concept Fragmentation in Sparse Medical Vision–Language Representations ICML
  9. SNUAI for Science

    이종호LIST

    관련 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 Disease Front Aging Neursosci
    • 2026In-vivo iron mapping in patients with Parkinson’s disease using deep learning-based susceptibility source separation MRI npj Parkinson's Disease
    • 2025Clinical dementia rating classification using integrated vision and language information IEEE Access
  10. KAISTAI for Science

    예종철BISPL

    관련 논문 10편비중 9%연구 분야에 명시
    • 2026Dementia-R1: Reinforced Pretraining and Reasoning from Unstructured Clinical Notes for Real-World Dementia Prognosis EMNLP
    • 2026Read like a radiologist: Efficient vision-language model for 3d medical imaging interpretation Medical Image Analysis
    • 2026PACE-RAG: Patient-Aware Contextual and Evidence-Constrained RAG for Clinical Drug Recommendation EMNLP Findings
  11. KU머신러닝

    성준경BREIN Lab

    관련 논문 10편비중 56%
    • 2026Development of head-to-head and longitudinal CycleGAN algorithm for MRI harmonization: validation in follow-up MRI evaluation in patients with brain metastasis Scientific Reports
    • 2025Gait impairment associated with neuroimaging biomarkers in Alzheimer's disease Scientific Reports
    • 2025High-order attention mechanism of MR imaging features predicts differential diagnosis for dementia Alzheimer's & Dementia
  12. SNUAI for Science

    김경수AIBL

    관련 논문 11편비중 31%연구 분야에 명시
    • 2025Commercial Artificial Intelligence (AI) Tool for Screening Digital Breast Tomosynthesis: Factors Associated With AI-Based Breast Cancer Detection American Journal of Roentgenology
    • 2025Strategies for mitigating data heterogeneities in AI-based neuro-disease detection Neuron
    • 2024Data-Efficient Unsupervised Interpolation Without Any Intermediate Frame for 4D Medical Images CVPR
  13. KU머신러닝

    이창희AIX

    관련 논문 7편비중 18%연구 분야에 명시
    • 2026Deep Language Model-based Early Recognition of Out-of-Hospital Cardiac Arrest from Real-Time Emergency Calls npj Digital Medicine
    • 2026Time-to-event Ensemble Machine Learning Approach for Predicting Long-term Survival of Abdominal Aortic Aneurysm Patients Undergoing Endovascular Aneurysm Repair PLOS ONE
    • 2026Development of a Long-term Survival Prediction Model for Patients Undergoing Invasive Coronary Angiography using Ensemble-based Machine Learning in Time-to-event Analysis Heart & Lung
  14. SNU인간-AI 상호작용

    서봉원Human Centered Computing Lab

    관련 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' Adaptation CHI
    • 2026CliniCAST: Benchmarking Acoustic Grounding and Text Dominance in Medical Triage ACL Findings
    • 2026Abstract 5053: Comparison of machine learning-based dimensionality reduction methods for dietary patterns and their predictability of cancer risk in a large cohort study Cancer Research
  15. Yonsei머신러닝

    조성배SCLAB

    관련 논문 9편비중 13%
    • 2026Diagnosing Spatial Consistency across Perspectives and Viewpoints in Large Vision-Language Models ACL
    • 2026A 4D transformer with spatiotemporal attentions for universal diagnosis of brain disorders Neurocomputing
    • 2026SGA-DT: An adaptive fusion framework for missing data imputation and interpretable healthcare classification PLOS ONE
  16. SNU머신러닝

    윤성로AI Lab

    관련 논문 7편비중 6%
    • 2026Diagnosing and Correcting Concept Omission in Multimodal Diffusion Transformers ICML
    • 2026Temporal Island Sparse Autoencoders for Interpreting Clinical Time-Series Models NeurIPS
    • 2026Time-Conditioned Foreseeing: An EHR-Specific Foundation Model for Irregular Dynamics and Calendrical Time ICML
  17. Yonsei컴퓨터 비전

    황성재MICV Lab

    관련 논문 5편비중 11%연구 분야에 명시
    • 2026Anatomically Consistent TMJ Disc Segmentation via Semantic Anchoring and Clinical Priors MICCAI
    • 2025Mono-Modalizing Extremely Heterogeneous Multi-Modal Medical Image Registration MICCAI
    • 2025Pathology-Aware Adaptive Watermarking for Text-Driven Medical Image Synthesis MICCAI
  18. Yonsei컴퓨터 비전

    오유진OMAEL

    관련 논문 4편비중 36%연구 분야에 명시
    • 2026CoMMa: Contribution-Aware Medical Multi-Agents for Decentralized Oncology Decision Support NeurIPS
    • 2025Distribution-aware Fairness Learning in Medical Image Segmentation From A Control-Theoretic Perspective ICML
    • 2025End-to-end Breast Cancer Radiotherapy Planning via LMMs with Consistency Embedding Medical Image Analysis
  19. Yonsei데이터 마이닝

    박상현DELAB

    관련 논문 6편비중 13%
    • 2026AMoE-BTS: An Adaptive Mixture of Experts for Clinical Decision Support in Multimodal Brain Tumor Segmentation ACM SAC
    • 2026Segment Anything Model Guided Dual-Mask Framework for Anatomically Faithful Medical Image Translation Scientific Reports
    • 2026SKIM: Semantic Knowledge Infused Modeling for Medical Report Generation ACM SAC
  20. Yonsei데이터 마이닝

    장백철ANDLab

    관련 논문 6편비중 16%
    • 2026ABED: Abductive Bidirectional Entailment Diagnosis for Open-World Logical Reasoning EMNLP
    • 2026When Retrieval Similarity Hurts: A Diagnostic Framework for Document Weighting in Black-Box RAG EMNLP Findings
    • 2026Multi-Axial Analysis of Clinical Reasoning in Large Language Models: Inter-Verifier Disagreement and Its Implications for Automated Evaluation JMS
  21. SNU컴퓨터 비전

    전세영ICL

    관련 논문 4편비중 6%연구 분야에 명시
    • 2026ecSegCls: Deep learning-based method for detecting extrachromosomal DNAs in both interphase and metaphase cancer cells AACR
    • 2026Tailorable porous collagen hydrogels as a physiologically relevant platform for extrachromosomal DNA-associated colorectal cancer research Theranostics
    • 2025Clinical dementia rating classification using integrated vision and language information IEEE Access
  22. POSTECH인간-AI 상호작용2026 업데이트 중

    조은경Health & HCI Lab

    관련 논문 4편비중 80%연구 분야에 명시
    • 2025Understanding Public Agencies' Expectations and Realities of AI-Driven Chatbots for Public Health Monitoring CHI
    • 2024Exploring Patient-Generated Annotations to Digital Clinical Symptom Measures for Patient-Centered Communication CSCW
    • 2024Understanding the Impact of Long-Term Memory on Self-Disclosure with Large Language Model-Driven Chatbots for Public Health Intervention CHI
  23. KU자연어처리·LLM

    정우환Autonomous AI Lab

    관련 논문 2편비중 11%연구 분야에 명시
    • 2026Trajectory-Aware Clinical Risk Prediction via Severity-Grounded Knowledge Graphs and Retrieval-Augmented Generation KDD
    • 2025Machine learning-based real-time prediction of duodenal stump leakage from gastrectomy in gastric cancer patients Frontiers in Surgery
  24. KUAI for Science

    서현석IMPEL Lab

    관련 논문 2편비중 9%연구 분야에 명시
    • 2026AI Augmented Confocal Laser Endomicroscopy for Rapid Intraoperative Diagnosis of Brain Tumors npj Digital Medicine
    • 2025Artificial Intelligence Model for Detection of Colorectal Cancer on Routine Abdominopelvic CT Examinations: A Training and External-Testing Study American Journal of Roentgenology
  25. SNU머신러닝2026 업데이트 중

    강명주NCIA Lab

    관련 논문 3편비중 8%연구 분야에 명시
    • 2025Efficient sparse-view medical image classification for low radiation and rapid COVID-19 diagnosis Biomedical Engineering Letters
    • 2024Towards long-tailed, multi-label disease classification from chest X-ray: Overview of the CXR-LT challenge Medical Image Analysis
    • 2024Optimal STI Controls for HIV Patients Based On an Efficient Deep Q Learning Method Journal of Theoretical Biology
  26. SNUAI for Science

    이승근

    관련 논문 5편비중 21%
    • 2026Integrative genomic analysis of 21 orofacial diseases identifies shared genetic architecture with systemic diseases Nature Communications
    • 2025De-identification of clinical notes with pseudo-labeling using regular expression rules and pre-trained BERT BMC Medical Informatics and Decision Making
    • 2024The clinical relevance of a polygenic risk score for type 2 diabetes mellitus in the Korean population Scientific Reports
  27. KU음성·오디오

    김찬우SLPL

    관련 논문 3편비중 12%
    • 2026LMMSE: A Clinically Inspired Framework for Cognitive Evaluation of Large Language Models Information Sciences
    • 2026Delta2Gamma: Band-Wise Adaptive Contrastive Learning of EEG Rhythms for Alzheimer's Disease Detection BioCAS
    • 2025A Novel Chain-of-Thought Reasoning Approach for Alzheimer’s Disease Detection Using Large Language and Vision-Language Models IEEE TNSRE
  28. KU컴퓨터 비전

    박경문VGI Lab

    관련 논문 1편비중 2%연구 분야에 명시
    • 2026Unsupervised Domain Adaptation for Medical Image Segmentation Using Adaptogen-Perturbation Medical Image Analysis
  29. SNU로보틱스2026 업데이트 중

    김진수Wearable Robotics Lab

    관련 논문 1편비중 50%연구 분야에 명시
    • 2024Soft robotic apparel to avert freezing of gait in Parkinson’s disease Nature Medicine
  30. Yonsei데이터 마이닝

    김하영MLCF Lab

    관련 논문 1편비중 4%연구 분야에 명시
    • 2024Nursing diagnoses as factors associated with delirium among intensive care unit patients with sepsis: A retrospective correlational study Journal of Advanced Nursing
  31. Yonsei머신러닝

    송경우MLAI Lab

    관련 논문 3편비중 4%
    • 2026Compact and Efficient Data Strategies for LLMs (Large Language Models)-Based Bearing Fault Diagnosis International Journal of Precision Engineering and Manufacturing-Green Technology
    • 2025Causal Effect Variational Transformer for Public Health Measures and COVID-19 Infection Cluster Analysis CIKM
    • 2025Enhancing Causal Discovery in Chronic Diseases: The MAGIC Framework Using Multiple LLMs ISPOR Real-World Evidence Summit
  32. Yonsei로보틱스

    최종은MLCS Lab

    관련 논문 1편비중 5%연구 분야에 명시
    • 2023Explainable deep learning-based clinical decision support engine for MRI-based automated diagnosis of temporomandibular joint anterior disk displacement Computer Methods and Programs in Biomedicine
  33. POSTECH자연어처리·LLM

    이근배, 김형훈NLP Lab

    관련 논문 3편비중 4%
    • 2026Do Vision-Language Models Understand Visual Persuasiveness? A Diagnosis via Visual Persuasive Factors EMNLP Findings
    • 2025K-COMP: Retrieval-Augmented Medical Domain Question Answering With Knowledge-Injected Compressor NAACL
    • 2024DiagESC: Dialogue Synthesis for Integrating Depression Diagnosis into Emotional Support Conversation SIGDIAL
  34. SNU자연어처리·LLM

    유영재PI Lab

    관련 논문 3편비중 3%
    • 2025Scalp Diagnostic System With Label-Free Segmentation and Training-Free Image Translation MICCAI
    • 2025Subtle Risks, Critical Failures: A Framework for Diagnosing Physical Safety of LLMs for Embodied Decision Making EMNLP
    • 2025Baymax in Reality: A Humanoid System for Non-Contact Health Monitoring and Empathetic Interaction Humanoids
  35. KU인간-AI 상호작용

    서승호HUI

    관련 논문 3편비중 5%
    • 2026Knowledge-guided strain-damage image correlation for diagnosing nonlinear mechanical behavior of freely stretched ultra-thin polymer films on water surface Polymer Testing
    • 2024Fault Diagnosis of Indium Tin Oxide Electrodes by Multi-channel S-parameter Patterns ICEIC
    • 2024Non-destructive Fault Diagnosis of Electronic Interconnects by Learning Signal Patterns of Reflection Coefficient in the Frequency Domain Microelectronics Reliability
  36. SNU인간-AI 상호작용

    서진욱Human-Computer Interaction Lab

    연구 분야에 명시
  37. Yonsei자연어처리·LLM

    여진영Language & AGI Lab

    관련 논문 3편비중 6%
    • 2026Success and Failure of Human–AI Collaboration in Clinical Reasoning: An Experimental Study on Challenging Real-World Cases International Journal of Medical Informatics
    • 2024Large Language Models are Clinical Reasoners: Reasoning-Aware Diagnosis Framework with Prompt-Generated Rationales AAAI
    • 2023Evidence-Empowered Transfer Learning for Alzheimer's Disease ISBI
  38. KAIST인간-AI 상호작용

    김주호KIXLAB

    관련 논문 3편비중 3%
    • 2026STEPwise: Diagnosing Students' Math Problem-Solving Skills via LLM-Generated Stepwise Sub-Questions AIED
    • 2024Using Large Language Models To Diagnose Math Problem-solving Skills At Scale L@S
    • 2023Surch: Enabling Structural Search and Comparison for Surgical Videos CHI
  39. KU머신러닝

    이성환PRML Lab

    관련 논문 3편비중 2%
    • 2026Semantic-Level Invariant Representation Learning for Cross-Hospital Clinical EEG Modeling NeurIPS
    • 2024DeepHealthNet: Adolescent Obesity Prediction System Based on a Deep Learning Framework IEEE JBHI
    • 2023Weakly Supervised Thoracic Disease Localization via Disease Masks Neurocomputing
  40. KU자연어처리·LLM

    임희석NLP&AI Lab

    관련 논문 2편비중 2%
    • 2026Can Small Open-source Language Models with Retrieval-Augmented Generation Match GPT-4 Performance in Breast Cancer Clinical Decision Support? Journal of Clinical Oncology - Clinical Cancer Informatics
    • 2025Benchmark Profiling: Mechanistic Diagnosis of LLM Benchmarks EMNLP
  41. YonseiAI for Science2026 업데이트 중

    남호정BIIL

    관련 논문 2편비중 17%
    • 2025A genotype-to-drug diffusion model for generation of tailored anti-cancer small molecules Nature Communications
    • 2025KG-SLomics: Cancer Type-Specific Synthetic Lethality Prediction Using Knowledge Graph and Multiomics Integrated Graph Neural Network IEEE TCBB
  42. KU인간-AI 상호작용

    Christian WallravenCognitive Systems Lab

    관련 논문 2편비중 7%
    • 2026Establishing the robustness metric as a scalable proxy for clinical relevance in medical AI explainability Medical Image Analysis
    • 2024Single-View, Video-Based Diagnosis of Parkinson’s Disease via Margin of Stability Gait Analysis International Conference on Pattern Recognition and Artificial Intelligence
  43. SNU자연어처리·LLM

    도재영AIDAS Lab

    관련 논문 2편비중 6%
    • 2026Medic-AD: Towards Medical Vision-Language Model's Clinical Intelligence CVPR
    • 2024AscleAI: A LLM-based clinical note management system for enhancing clinician productivity CHI
  44. SNU로보틱스

    조규진Biorobotics Lab

    관련 논문 2편비중 6%
    • 2026Exhalation-Synchronous Robotic Abdominal Compression for User-Centered Respiratory Assistance and Training in Neurological Patients Journal of NeuroEngineering and Rehabilitation
    • 2024Soft Robotics in Upper Limb Neurorehabilitation and Assistance: Current Clinical Evidence and Recommendations Soft Robotics
  45. SNU자연어처리·LLM

    조요한

    관련 논문 2편비중 4%
    • 2026Think Like a Doctor: Conversational Diagnosis through the Exploration of Diagnostic Knowledge Graphs TACL
    • 2024Publicly Shareable Clinical Large Language Model Built on Synthetic Clinical Notes ACL Findings
  46. Yonsei자연어처리·LLM

    이동하DLI Lab

    관련 논문 2편비중 3%
    • 2026BESPOKE: Benchmark for Search-Augmented Large Language Model Personalization via Diagnostic Feedback ICML
    • 2024Large Language Models are Clinical Reasoners: Reasoning-Aware Diagnosis Framework with Prompt-Generated Rationales AAAI
  47. KAIST머신러닝

    이주호SIML Lab

    관련 논문 2편비중 3%
    • 2026ASCG: adaptive spatial classifier guidance for surgical concept suppression in diffusion models CVPR
    • 2024Learning dynamic brain connectome with graph transformers for psychiatric diagnosis classification ISBI
  48. SNU컴퓨터 비전

    곽노준MIPAL Lab

    관련 논문 2편비중 2%
    • 2026Team MKC at CLPsych 2026: Capturing and Characterizing Mental Health Changes through Social Media Timeline Dynamics ACL
    • 2024Team MIPAL at MEDIQA-M3G 2024: Large VQA Models for Dermatological Diagnosis NAACL
  49. POSTECH음성·오디오

    서영주AIoT Lab

    관련 논문 2편비중 6%
    • 2025Domain Generalized Open-Set Fault Detection and Diagnosis for Belt Conveyor Systems with Prototype Learning IEEE Access
    • 2025Deep Learning-based Failure Detection for Safety Diagnostics of Hydrogen Storage Vessels SMART
  50. KAIST데이터 마이닝

    박찬영DSAIL

    관련 논문 2편비중 2%
    • 2026A Behavioral Trait Leaks into Preferences: Diagnosing Trait Interference in LLM User Simulators CIKM
    • 2023Heterogeneous Graph Learning for Multi-modal Medical Data Analysis AAAI
  51. SNUAI 시스템

    이창건RUBIS Lab

    관련 논문 2편비중 13%
    • 2025MHcanvas: Interactive Visualization of Passive Behavioral Data for Mental Health Awareness IAICT
    • 2024AI-based Mental Health Assessment for Adolescents Using Their Daily Digital Activities DSAA
  52. SNU인간-AI 상호작용2026 업데이트 중

    이준환HCI+D Lab

    관련 논문 2편비중 7%
    • 2025Adaptive-VP: A Framework for LLM-Based Virtual Patients that Adapts to Trainees’ Dialogue to Facilitate Nurse Communication Training ACL 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 Validation JMIR Medical Informatics
  53. SNUAI for Science

    차지욱Connectome Lab

    관련 논문 2편비중 6%
    • 2025Computed Tomography-Based Radiomics Diagnostic Model for Fat-Poor Small Renal Tumor Subtypes Diagnostics
    • 2023Resting‐state theta‐phase gamma amplitude coupling as a biomarker for the transdiagnostic dimensional approach in psychiatric disorders Psychiatry and Clinical Neurosciences
  54. KAIST컴퓨터 비전

    주재걸DAVIAN Lab

    관련 논문 2편비중 1%
    • 2025Machine Learning-based Classification of Adrenal Tumors Using Clinical, Hormonal, and Body Composition Data European Journal of Endocrinology
    • 2023Training Auxiliary Prototypical Classifiers for Explainable Anomaly Detection in Medical Image Segmentation WACV
  55. SNUAI 시스템

    김형신AIoT Lab

    관련 논문 1편비중 3%
    • 2026ColonOOD: A Complete Pipeline for Optical Diagnosis of Colorectal Polyps Integrating Out-of-Distribution Detection and Uncertainty Quantification Expert Systems with Applications
  56. SNU데이터 마이닝

    박현우DIAL Lab

    관련 논문 1편비중 3%
    • 2026Diagnosing Failure Modes in MCP Tool-Using Agents: A Stage-Aware Taxonomy and Evidence-Gap Interventions ICML
  57. SNU머신러닝

    이상학Causality Lab

    관련 논문 1편비중 3%
    • 2026Event-Time Regression Discontinuity for Biomedical Data: LATT Estimation and Covariate Distribution Tests American Journal of Epidemiology
  58. Yonsei머신러닝

    노승문AI-ISL

    관련 논문 1편비중 3%
    • 2026VLMs Trace Without Tracking: Diagnosing Failures in Visual Path Following NeurIPS
  59. SNU데이터 마이닝

    강유Data Mining Lab

    관련 논문 1편비중 2%
    • 2026Learning Diagnostic Clarifying Questions for Conversational Question Answering via Data-Efficient Dynamic Distillation EMNLP
  60. SNU머신러닝

    문태섭M.IN.D Lab

    관련 논문 1편비중 2%
    • 2026Uncovering group robustness issue in early diagnosis of MCI to AD conversion and a simple solution: Decoupled classifier with adaptive linear modulation Biomedical Signal Processing and Control
  61. SNUAI for Science

    정수종Climate Lab

    관련 논문 1편비중 2%
    • 2026Spatiotemporal optimization of NOx and VOC emissions using a hybrid inversion framework and implications for ozone sensitivity-regime diagnosis Atmospheric Chemistry and Physics
  62. KAIST컴퓨터 비전

    윤국진VI Lab

    관련 논문 1편비중 1%
    • 2026Reuse Before You Retrieve: Diagnosing Headroom and Complementarity for Test-Time Augmentation of Embodied Multimodal Policies ECCV
  63. KAIST머신러닝

    황성주MLAI Lab

    관련 논문 1편비중 1%
    • 2026AdaPath: Query-Adaptive Path-Finding via Path-Bank for Multi-Hop Implicit Biomedical KGQA EMNLP
  64. SNUAI for Science

    백민경Laboratory of Computational Structural and Systems Biology

    관련 논문 1편비중 7%
    • 2025Inhibition of FAM19A5 reverses synaptic loss and cognitive decline in mouse models of Alzheimer’s disease Alzheimer's Research & Therapy
  65. SNU로보틱스

    최준원ADR Lab

    관련 논문 1편비중 3%
    • 2025Diagnosis of Unilateral Vocal Fold Paralysis using Auto-diagnostic Deep Learning Model Scientific Reports
  66. SNU머신러닝

    이정우CML Lab

    관련 논문 1편비중 2%
    • 2025A Plug-In Curriculum Scheduler for Improved Deformable Medical Image Registration IEEE Access
  67. YonseiAI 시스템2026 업데이트 중

    이경우DCLab

    관련 논문 1편비중 10%
    • 2024Artificial Intelligence-Based Diagnostic Support System for Patent Ductus Arteriosus in Premature Infants Journal of Clinical Medicine
  68. SNUAI 시스템

    이재진THUNDER Research Group

    관련 논문 1편비중 5%
    • 2024Generalizing Clinical De-identification Models by Privacy-safe Data Augmentation using GPT-4 EMNLP
  69. SNU자연어처리·LLM

    정교민MI Lab

    관련 논문 1편비중 1%
    • 2024Leveraging VQ-VAE Tokenization for Autoregressive Modeling of Medical Time Series Artificial Intelligence in Medicine
  70. SNU자연어처리·LLM

    황승원LDI Lab

    관련 논문 1편비중 1%
    • 2024Intended Target Identification for Anomia Patients with Gradient-based Selective Augmentation EMNLP Findings
  71. KAIST머신러닝

    문일철AAI Lab

    관련 논문 1편비중 3%
    • 2023Development of a web-based care networking system to support visiting healthcare professionals in the community BMC Health Services Research
  72. KAIST컴퓨터 비전

    김현우MLV Lab

    관련 논문 1편비중 1%
    • 2023Concept Bottleneck with Visual Concept Filtering for Explainable Medical Image Classification MICCAI
  73. POSTECH머신러닝

    김동우, 옥정슬, 박상돈, 박은혁ML Lab

    관련 논문 1편비중 1%
    • 2023Machine learning algorithms using systemic inflammatory markers for predicting the oncological outcomes of colorectal cancer after surgery Annals of Surgical Oncology