| 2024 | Sarcopenia prediction using shear-wave elastography, grayscale ultrasonography, and clinical information with machine learning fusion techniques: feature-level fusion vs. score-level fusion
| SCIENTIFIC REPORTS |
| 2024 | Durvalumab plus pazopanib combination in patients with advanced soft tissue sarcomas: a phase II trial
| NATURE COMMUNICATIONS |
| 2023 | Highly accelerated knee magnetic resonance imaging using deep neural network (DNN)-based reconstruction: prospective, multi-reader, multi-vendor study
| SCIENTIFIC REPORTS |
| 2023 | Photon-Counting Detector Computed Tomography: A Promising New Technique for Multiple Myeloma Evaluation That Warrants Further Investigation
| KOREAN JOURNAL OF RADIOLOGY |
| 2023 | Machine Learning Predicts Pathologic Complete Response to Neoadjuvant Chemotherapy for ER+HER2- Breast Cancer: Integrating Tumoral and Peritumoral MRI Radiomic Features
| DIAGNOSTICS |
| 2023 | Preliminary study for prediction of benign vertebral compression fracture age by quantitative water fraction using modified Dixon sequences: an imaging biomarker of fracture age | RADIOLOGIA MEDICA |
| 2023 | Detection of Pacemaker and Identification of MRI-conditional Pacemaker Based on Deep-learning Convolutional Neural Networks to Improve Patient Safety | JOURNAL OF MEDICAL SYSTEMS |
| 2023 | Deep-Learning-Based Detection of Vertebral Fracture and Osteoporosis Using Lateral Spine X-Ray Radiography | JOURNAL OF BONE AND MINERAL RESEARCH |
| 2023 | Artificial Intelligence and Deep Learning in Musculoskeletal Magnetic Resonance Imaging
| Investigative Magnetic Resonance Imaging |
| 2023 | Comprehensive Molecular Characterization of Soft Tissue Sarcoma for Prediction of Pazopanib-Based Treatment Response
| CANCER RESEARCH AND TREATMENT |
| 2022 | Therapeutic Implications of TGF-β Pathway in Desmoid Tumor Based on Comprehensive Molecular Profiling and Clinicopathological Properties
| CANCERS |
| 2022 | An anatomical and radiological study of the tectorial membrane and its clinical implications
| SCIENTIFIC REPORTS |
| 2022 | Water Fraction Ratio of the Sacroiliac Joint Subchondral Bone Marrow in Patients with Ankylosing Spondylitis Predicts the Degree of Disease Activity
| DIAGNOSTICS |
| 2022 | The orientation of the ALL femoral tunnel to minimize collision with the ACL tunnel depends on the need or not of far-cortex drilling | KNEE SURGERY SPORTS TRAUMATOLOGY ARTHROSCOPY |
| 2022 | Whole-Genome and Transcriptome Sequencing Identified NOTCH2 and HES1 as Potential Markers of Response to Imatinib in Desmoid Tumor (Aggressive Fibromatosis): A Phase II Trial Study
| CANCER RESEARCH AND TREATMENT |
| 2022 | Phase II Clinical Trial of Eribulin-Gemcitabine Combination Therapy in Previously Treated Patients With Advanced Liposarcoma or Leiomyosarcoma | CLINICAL CANCER RESEARCH |
| 2022 | Deep learning based sarcopenia prediction from shear-wave ultrasonographic elastography and gray scale ultrasonography of rectus femoris muscle
| SCIENTIFIC REPORTS |
| 2022 | Arterial enhancing local tumor progression detection on CT images using convolutional neural network after hepatocellular carcinoma ablation: a preliminary study
| SCIENTIFIC REPORTS |
| 2022 | AI musculoskeletal clinical applications: how can AI increase my day-to-day efficiency? | SKELETAL RADIOLOGY |
| 2022 | Fabrication and evaluation of bilateral Helmholtz radiofrequency coil for thermo-stable breast image with reduced artifacts
| JOURNAL OF APPLIED CLINICAL MEDICAL PHYSICS |
| 2021 | The Pattern of Use, Effectiveness, and Safety of Gadoteric Acid (Clariscan) in Patients Undergoing Contrast-Enhanced Magnetic Resonance Imaging: A Prospective, Multicenter, Observational Study
| CONTRAST MEDIA & MOLECULAR IMAGING |
| 2021 | Clinicopathological features of 70 desmoid-type fibromatoses confirmed by β-catenin immunohistochemical staining and CTNNB1 mutation analysis
| PLOS ONE |
| 2021 | Ultrasonography-Based Radiomics of Screening-Detected Ductal Carcinoma In Situ According to Visibility on Mammography | ULTRASOUND QUARTERLY |
| 2021 | Deep Generative Adversarial Networks: Applications in Musculoskeletal Imaging
| RADIOLOGY-ARTIFICIAL INTELLIGENCE |
| 2021 | Finite element analysis of the influence of the posterior tibial slope on mobile-bearing unicompartmental knee arthroplasty | KNEE |
| 2021 | Prognostic implications of PD-L1 expression in patients with angiosarcoma
| FUTURE SCIENCE OA |
| 2021 | PD-L1 tumour expression is predictive of pazopanib response in soft tissue sarcoma
| BMC CANCER |
| 2021 | The Utility of Modified Dixon Turbo Spin Echo Shoulder Magnetic Resonance Arthrography in Assessing Rotator Cuff Disorder and Evaluating the Rotator Cuff Muscles | ACADEMIC RADIOLOGY |
| 2021 | Artificial intelligence in musculoskeletal ultrasound imaging
| ULTRASONOGRAPHY |
| 2020 | Deep-learned short tau inversion recovery imaging using multi-contrast MR images | MAGNETIC RESONANCE IN MEDICINE |
| 2020 | Temporal Trends in Cervical Spine Curvature of South Korean Adults Assessed by Deep Learning System Segmentation, 2006-2018
| JAMA NETWORK OPEN |
| 2020 | Accelerated metallic artifact reduction imaging using spectral bin modulation of multiacquisition variable-resonance image combination selective imaging | MAGNETIC RESONANCE IMAGING |
| 2020 | Comprehensive Immuno-Molecular Profiles for Liposarcoma: Roles of Programmed Death Ligand 1, Microsatellite Instability, and PIK3CA | ONCOLOGY |
| 2020 | Adequate Protection Rather Than Knee Flexion Prevents Popliteal Vascular Injury During High Tibial Osteotomy: Analysis of Three-Dimensional Knee Models in Relation to Knee Flexion and Osteotomy Techniques | KNEE SURGERY SPORTS TRAUMATOLOGY ARTHROSCOPY |
| 2020 | Arthroscopic gel-type autologous chondrocyte implantation presents histologic evidence of regenerating hyaline-like cartilage in the knee with articular cartilage defect | KNEE SURGERY SPORTS TRAUMATOLOGY ARTHROSCOPY |
| 2019 | Differences in the Efficacies of Pazopanib and Gemcitabine/Docetaxel as Second-Line Treatments for Metastatic Soft Tissue Sarcoma | Oncology |
| 2019 | Double-inversion recovery with synthetic magnetic resonance: a pilot study for assessing synovitis of the knee joint compared to contrast-enhanced magnetic resonance imaging | EUROPEAN RADIOLOGY |
| 2019 | Patient-Specific Phantomless Estimation of Bone Mineral Density and Its Effects on Finite Element Analysis Results: A Feasibility Study
| COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE |
| 2019 | Investigation of Keratinizing Squamous Cell Carcinoma of the Tongue Using Terahertz Reflection Imaging | JOURNAL OF INFRARED MILLIMETER AND TERAHERTZ WAVES |
| 2019 | Fast isotropic volumetric magnetic resonance imaging of the ankle: Acceleration of the three-dimensional fast spin echo sequence using compressed sensing combined with parallel imaging | EUROPEAN JOURNAL OF RADIOLOGY |
| 2019 | Blood Supply by the Superior Cerebellar Artery and Posterior Inferior Cerebellar Artery to the Motor and Nonmotor Domains of the Human Dentate Nucleus | WORLD NEUROSURGERY |
| 2018 | Does Simultaneous Computed Tomography and Quantitative Computed Tomography Show Better Prescription Rate than Dual-energy X-ray Absorptiometry for Osteoporotic Hip Fracture?
| Hip & Pelvis |
| 2018 | Comparison of T2* mapping between regular echo time and ultrashort echo time with 3D cones at 3 tesla for knee meniscus
| MEDICINE |
| 2018 | Quantitative T2 Mapping of Knee Cartilage: Comparison between the Synthetic MR Imaging and the CPMG Sequence
| MAGNETIC RESONANCE IN MEDICAL SCIENCES |
| 2018 | Efficiency Improvement in a Busy Radiology Practice: Determination of Musculoskeletal Magnetic Resonance Imaging Protocol Using Deep-Learning Convolutional Neural Networks | JOURNAL OF DIGITAL IMAGING |
| 2018 | Learning Radiologist’s Step-by-Step Skill for Cervical Spinal Injury Examination: Line Drawing, Prevertebral Soft Tissue Thickness Measurement, and Swelling Detection
| IEEE ACCESS |
| 2018 | Lower-extremity magnetic resonance imaging in patients with hyperkalemic periodic paralysis carrying the SCN4A mutation T704M: 30-month follow-up of seven patients. | NEUROMUSCULAR DISORDERS |
| 2018 | Performance of the deep convolutional neural network based magnetic resonance image scoring algorithm for differentiating between tuberculous and pyogenic spondylitis
| SCIENTIFIC REPORTS |
| 2018 | Optimization of T2-weighted imaging for shoulder magnetic resonance arthrography by synthetic magnetic resonance imaging | ACTA RADIOLOGICA |
| 2018 | Detection of vertebral metastases: a comparison between the modified Dixon turbo spin echo T2 weighted MRI and conventional T1 weighted MRI: a preliminary study in a tertiary centre | BRITISH JOURNAL OF RADIOLOGY |
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