본문으로 건너뛰기
Korea AI Labs

의료 영상

Medical Imaging · 연구실 39곳 · 논문 139편

다른 주제·대학과 함께 찾기
POSTECH1/15
KU7/23
Yonsei8/37
KAIST7/57
SNU16/84
칸 하나가 연구실 하나예요. 이 주제 논문이 많을수록 밝아요.

관련 연구실

등급은 학회·저널 분류이며 연구실 순위가 아닙니다.

  1. SNUAI for Science

    이동헌BiLab

    관련 논문 11편비중 22%연구 분야에 명시
    • 2026AMFG: Anatomy-grounded Multi-Finding Guidance for Training-Free Chest X-Ray Generation MICCAI
    • 2026Reformulating Radiology Report Error Detection as Sentence-Level Vision-Language Learning EMNLP Findings
    • 2026Adaptive Thresholding for CT Metal Artifact Reduction via LangGraph Physics in Medicine and Biology
  2. KUAI for Science

    서현석IMPEL Lab

    관련 논문 9편비중 39%연구 분야에 명시
    • 2026Cyclic Conditional Diffusion Models for CT-to-MR Synthetic Image Segmentation with Misaligned Image Pairs Expert Systems with Applications
    • 2026Physics-informed optimization of saturation-transfer MRI protocols using non-differentiable Bloch models Physics in Medicine and Biology
    • 2026Taming Gradient Perturbations: Probabilistic Reparameterization for Robust Physics-Informed MRI Protocol Optimization ICML
  3. KAISTAI for Science

    예종철BISPL

    관련 논문 10편비중 9%연구 분야에 명시
    • 2026Read like a radiologist: Efficient vision-language model for 3d medical imaging interpretation Medical Image Analysis
    • 2026Image quality improvement of liver ultrasound using unsupervised deep learning PLOS ONE
    • 2025Steerable conditional diffusion for out-of-distribution adaptation in medical image reconstruction IEEE TMI
  4. KUAI for Science

    석흥일Machine Intelligence Lab

    관련 논문 8편비중 15%연구 분야에 명시
    • 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
    • 2026PaT-Diff: Pathology-Aware Residual Diffusion Framework for MRI-to-PET Translation in Alzheimer's Disease ISBI
  5. KAISTAI for Science

    최윤재

    관련 논문 10편비중 16%
    • 2026Instruction-Guided Lesion Segmentation for Chest X-rays with Automatically Generated Large-Scale Dataset CVPR
    • 2026Modeling Clinical Uncertainty in Radiology Reports: from Explicit Uncertainty Markers to Implicit Reasoning Pathways LREC
    • 2026Large Language Model–Generated Expansion of the RadLex Ontology: Application to Multinational Datasets of Chest CT Reports American Journal of Roentgenology
  6. Yonsei컴퓨터 비전

    황성재MICV Lab

    관련 논문 7편비중 16%연구 분야에 명시
    • 2026Multimodal deep learning with anatomically constrained attention for screening MRI-detectable TMJ abnormalities from panoramic images npj Digital Medicine
    • 2026Towards ROI-Free Modality Translation for MRI with Test-Time Augmentation ISBI
    • 2025Mono-Modalizing Extremely Heterogeneous Multi-Modal Medical Image Registration MICCAI
  7. SNUAI for Science

    이종호LIST

    관련 논문 7편비중 23%연구 분야에 명시
    • 2026In-vivo iron mapping in patients with Parkinson’s disease using deep learning-based susceptibility source separation MRI npj Parkinson's Disease
    • 2025Association of Iron Deposition in MS Lesion with Remyelination Capacity Using Susceptibility Source Separation MRI NeuroImage: Clinical
    • 2025MIMOSA: Multi-parametric Imaging using Multiple-echoes with Optimized Simultaneous Acquisition for highly-efficient quantitative MRI Magnetic Resonance in Medicine
  8. SNUAI for Science

    김경수AIBL

    관련 논문 10편비중 29%
    • 2025Improved Unsupervised 3D Lung Lesion Detection and Localization by Fusing Global and Local Features: Validation in 3D Low-Dose Computed Tomography Medical Image Analysis
    • 2025OFF-CLIP: Improving Normal Detection Confidence in Radiology CLIP with Simple Off-Diagonal Term Auto-Adjustment MICCAI
    • 2025ARANet: Adaptive Resolution Attention Network for Precise MRI-based Segmentation and Quantification of Fetal Size and Amniotic Fluid Volume Journal of Imaging Informatics in Medicine
  9. POSTECHAI for Science

    김원화, 류일우MIP Lab

    관련 논문 6편비중 8%연구 분야에 명시
    • 2026Learning Robust Medical Image Segmentation under Mixed-Quality Annotation MICCAI
    • 2026HiMix : Hierarchical Visual-Textual Mixing Network for Lesion Segmentation WACV
    • 2026Is Exchangeability better than I.I.D. to handle Data Distribution Shifts while Pooling Data for Data-scarce Medical image segmentation? MIDL
  10. SNU컴퓨터 비전

    전세영ICL

    관련 논문 5편비중 7%연구 분야에 명시
    • 2026Patch-to-Global: Random Patch Diffusion for Globally Consistent Megapixel Artifact Inpainting in Whole Slide Images MICCAI
    • 2025Continual Multiple Instance Learning with Enhanced Localization for Histopathological Whole Slide Image Analysis ICCV
    • 2025Convergent Complex Quasi-Newton Proximal Methods for Gradient-Driven Denoisers in Compressed Sensing MRI Reconstruction IEEE TCI
  11. KUAI for Science

    감태의Medical AI Lab

    관련 논문 6편비중 8%
    • 2026Tumor-Aware Direct Preference Optimization for Longitudinal Post-Operative MRI Generation MICCAI
    • 2026Anatomy-Guided Abnormality Token Proposal for 3D CT Visual Question Answering IEEE SMC
    • 2025DART: Disease-aware Image-Text Alignment and Self-correcting Re-alignment for Trustworthy Radiology Report Generation CVPR
  12. Yonsei컴퓨터 비전

    오유진OMAEL

    관련 논문 3편비중 27%연구 분야에 명시
    • 2026Improving Factuality of 3D Brain MRI Report Generation with Paired Image-domain Retrieval and Text-domain Augmentation MICCAI
    • 2025Cascaded 3D Diffusion Models for Whole-body 3D 18-F FDG PET/CT synthesis from Demographics MICCAI
    • 2025Distribution-aware Fairness Learning in Medical Image Segmentation From A Control-Theoretic Perspective ICML
  13. YonseiAI for Science

    김호진LESSON Lab

    관련 논문 3편비중 10%연구 분야에 명시
    • 2025Validating clinical feasibility of MRCAT and deep learning‐based synthetic CT images for cervical cancer patient Journal of Applied Clinical Medical Physics
    • 2024Clinical feasibility of deep learning-based synthetic CT images from T2-weighted MR images for cervical cancer patients compared to MRCAT Scientific Reports
    • 2023Acute coronary event (ACE) prediction following breast radiotherapy by features extracted from 3D CT, dose and cardiac structures Medical Physics
  14. 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
    • 2023Enhancing Multi-Label Long-Tailed Classification on Chest X-Rays through ML-GCN Augmentation ICCV
  15. KU머신러닝

    성준경BREIN Lab

    관련 논문 3편비중 17%
    • 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
    • 2026Distinct spatial patterns of perivascular spaces enlargement for multiple and Co-existing pathologies of cognitive impairment The Journal of Prevention of Alzheimer's Disease
    • 2025Occipital Enlarged Perivascular Spaces Associated with Cognitive Decline, Neurodegeneration and Tau Pathology in Aging and Alzheimer's Disease Journal of Cerebral Blood Flow and Metabolism
  16. SNUAI for Science

    차지욱Connectome Lab

    관련 논문 4편비중 12%
    • 2025Polygenic architecture of brain structure and function, behaviors, and psychopathologies in children Nature Communications
    • 2025NeuroMamba: A State-Space Foundation Model for Functional MRI NeurIPS
    • 2025Polygenic scores for psychiatric traits mediate the impact of multigenerational history of depression on offspring psychopathology Molecular Psychiatry
  17. KAIST머신러닝

    양은호MLI Lab

    관련 논문 4편비중 5%
    • 2026Instruction-Guided Lesion Segmentation for Chest X-rays with Automatically Generated Large-Scale Dataset CVPR
    • 2025CXReasonBench: A Benchmark for Evaluating Structured Diagnostic Reasoning in Chest X-rays NeurIPS
    • 2024Data-Efficient Unsupervised Interpolation Without Any Intermediate Frame for 4D Medical Images CVPR
  18. Yonsei데이터 마이닝

    박상현DELAB

    관련 논문 2편비중 4%
    • 2026Segment Anything Model Guided Dual-Mask Framework for Anatomically Faithful Medical Image Translation Scientific Reports
    • 2024Dual Stream Fusion U-Net Transformers for 3D Medical Image Segmentation BigComp
  19. SNU컴퓨터 비전

    이준석VIP Lab

    관련 논문 2편비중 4%
    • 2026Channel-wise Latent Space Decorrelation for 3D Brain MRI Generation MIUA
    • 2023Perspective Projection-Based 3D CT Reconstruction from Biplanar X-rays ICASSP
  20. SNU컴퓨터 비전

    조남익ISPL

    관련 논문 2편비중 3%
    • 20253D CT Slice Image-Based Algorithm for Non-Wet Defect Inspection in Solder Joints IEEE Access
    • 2024Enhancing Semiconductor X-RAY Images: A Framework Combining Denoising and Super-Resolution Modules With a Novel Dataset APSIPA ASC
  21. KAIST컴퓨터 비전

    주재걸DAVIAN Lab

    관련 논문 3편비중 2%
    • 2024Prediction of Treatment Response after Stereotactic Radiosurgery of Brain Metastasis using Deep Learning and Radiomics on Longitudinal MRI Data Scientific Reports
    • 2023Perspective Projection-Based 3D CT Reconstruction from Biplanar X-rays ICASSP
    • 2023Training Auxiliary Prototypical Classifiers for Explainable Anomaly Detection in Medical Image Segmentation WACV
  22. SNU머신러닝

    이정우CML Lab

    관련 논문 2편비중 4%
    • 2025A Plug-In Curriculum Scheduler for Improved Deformable Medical Image Registration IEEE Access
    • 2023MRI Imputation based on Fused Index and Intensity Registration WACV
  23. Yonsei자연어처리·LLM

    여진영Language & AGI Lab

    관련 논문 2편비중 4%
    • 2025Predicting Branch Retinal Vein Occlusion Development using Multimodal Deep Learning and Pre-onset Fundus Hemisection Images Scientific Reports
    • 2023Natural Language Processing to Predict Isocitrate Dehydrogenase Genotype in Diffuse Glioma using MR Radiology Reports European Radiology
  24. SNUAI for Science

    이승근

    관련 논문 1편비중 4%
    • 2026Channel-wise Latent Space Decorrelation for 3D Brain MRI Generation MIUA
  25. SNU자연어처리·LLM

    도재영AIDAS Lab

    관련 논문 1편비중 3%
    • 2026MI-CXR: A Benchmark for Longitudinal Reasoning over Multi-Interval Chest X-rays ACL Findings
  26. KU컴퓨터 비전

    박경문VGI Lab

    관련 논문 1편비중 2%
    • 2026Unsupervised Domain Adaptation for Medical Image Segmentation Using Adaptogen-Perturbation Medical Image Analysis
  27. KAIST컴퓨터 비전

    심현정CVML Lab

    관련 논문 2편비중 4%
    • 2024Adapting Low-Dose CT Denoisers for Texture Preservation using Zero-Shot Local Noise-level Matching Medical Physics
    • 2023Utilization of an Attentive Map to Preserve Anatomical Features for Training Convolutional Neural Network based Low-dose CT Denoiser Medical Physics
  28. Yonsei머신러닝

    조성배SCLAB

    관련 논문 1편비중 1%
    • 2025A federated learning approach for classifying chest diseases from chest X-ray images Biomedical Signal Processing and Control
  29. KU머신러닝

    이성환PRML Lab

    관련 논문 1편비중 1%
    • 2025Estimation of Stroke’s Motor Function Ability Using Multimodal Biomarkers and the Role of Contralesional Motor Area Brain and Behavior
  30. SNU자연어처리·LLM

    유영재PI Lab

    관련 논문 1편비중 1%
    • 2024How well do large language model-based chatbots perform in oral and maxillofacial radiology? DMFR
  31. KU머신러닝

    이창희AIX

    관련 논문 1편비중 3%
    • 2024Deep Survival Analysis from Whole Slide Images: A Multiple Instance Learning Approach ICTC
  32. Yonsei데이터 마이닝

    장백철ANDLab

    관련 논문 1편비중 3%
    • 2024FTT: fourier transform based transformer for brain CT report generation ICAIIC
  33. Yonsei로보틱스

    최종은MLCS Lab

    관련 논문 1편비중 5%
    • 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
  34. SNU컴퓨터 비전

    박재식Visual & Geometric Intelligence Lab

    관련 논문 1편비중 2%
    • 2023Deep 3D Reconstruction of Synchrotron X-ray Computed Tomography for Intact Lungs Scientific Reports
  35. SNUAI 시스템

    안정호SCALable Computer Architecture Lab

    관련 논문 1편비중 2%
    • 2023X-ray: Discovering DRAM Internal Structure and Error Characteristics by Issuing Memory Commands IEEE Computer Architecture Letters
  36. KAIST자연어처리·LLM

    임경태MLP Lab

    관련 논문 1편비중 3%
    • 2023Data Augmentation of X-ray Images for Automatic Cargo Inspection of Nuclear Items Sensors
  37. SNU머신러닝

    윤성로AI Lab

    관련 논문 1편비중 1%
    • 2023Robust End-to-End Focal Liver Lesion Detection using Unregistered Multiphase Computed Tomography Images IEEE Transactions on Emerging Topics in Computational Intelligence
  38. SNU컴퓨터 비전

    이경무, 한보형CV Lab

    관련 논문 1편비중 1%
    • 2023Abnormality Detection in Chest X-Ray via Residual-Saliency From Normal Generation IEEE Access
  39. KAIST컴퓨터 비전

    김현우MLV Lab

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